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AI Shopping Assistant

Query this niche via MCPmarket_report({ query: "AI Shopping Assistant", response_mode: "summary" })
active marketmarket pulse 57/100commercial money present3 new builders in 30d118 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$57/mo
$49–$199 middle half · 5 providers · median of every priced plan point, all tiers
MCP servers · median
$99/mo
$8–$227 middle half · 7 providers · median of every priced plan point, all tiers
1.7×

MCPs cost 1.7× agents across all tiers — median $57 vs $99. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $57
mirrago · $12
buyscout · $49
agorio · $19
cartagent · $49
buyscout · $249
mirrago · $57
cartagent · $199
kifly · $199
buyscout · $314
MCP servers $99
budgetfitter · $7
Secondsim Mcp Server · $7
shopgraph · $99
Jlsookiki Secondhand Mcp · $8
Secondsim Mcp Server · $27
dealermax · $227
lemmebuyit · $999
budgetfitter · $10
Nexbid Agentic Commerce · $226
shopgraph · $299
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of AI Shopping Assistant (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "ai-shopping-assistant",
  "parent_sector": "consumer-personal",
  "provider_type_pricing": {
    "slug": "ai-shopping-assistant",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 29,
      "p25": 6.61,
      "p75": 99,
      "providers": 13
    },
    "by_provider_type": {
      "agent": {
        "median": 29,
        "p25": null,
        "p75": null,
        "providers": 5,
        "publishable": true,
        "confidence": "moderate"
      },
      "mcp": {
        "median": 28.3,
        "p25": null,
        "p75": null,
        "providers": 8,
        "publishable": true,
        "confidence": "moderate"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "emerging",
  "observed_node_count": 6,
  "adjacent_niches": [
    "ai-tax-prep-consumer",
    "visa-immigration-consumer",
    "mental-health-companion",
    "ai-nutritionist",
    "ai-legal-assistant-consumer",
    "local-ai-platform"
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  "market_pulse": {
    "pulse": 57,
    "drivers": [
      "enterprise money present",
      "29 new builders in 30d"
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    "price_move_30d_pct": -0.7,
    "money_share": 0.32608695652173914,
    "entry_rate": 0.21641791044776118,
    "alive_share": 0.9848484848484849
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    "comparable_agents": 19,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
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      "m": false
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    "held_reason": {
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    "driver": {
      "d": null,
      "w": "budgetfitter's \"Personal\" $3.58→$4.5 (+26%)",
      "m": "budgetfitter's \"Personal\" $3.58→$4.5 (+26%)"
    },
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    "byTierCohorts": {
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                "billing": "monthly",
                "unit": "flat",
                "price": "$12/mo",
                "monthly_usd": 12
              },
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                "provider": "mirrago",
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                "unit": "flat",
                "price": "$35/mo",
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                "provider": "mirrago",
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                "unit": "flat",
                "price": "$79/mo",
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              },
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                "provider": "nexbid_agentic_commerce",
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                "unit": "flat",
                "price": "CHF 200/mo (publisher) or CHF 500/mo (advertiser)",
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                "provider": "nexbid_agentic_commerce",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "CHF 1,000/mo (publisher) or CHF 3,500/mo (advertiser)",
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              },
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                "provider": "secondsim_mcp_server",
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                "billing": "monthly",
                "unit": "flat",
                "price": "£5.99/mo",
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                "provider": "secondsim_mcp_server",
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                "unit": "flat",
                "price": "£59.99/yr",
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                "provider": "secondsim_mcp_server",
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                "provider": "secondsim_mcp_server",
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                "unit": "flat",
                "price": "£19.99/mo",
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              },
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                "provider": "shopgraph",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "shopgraph",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299/mo",
                "monthly_usd": 299
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          {
            "billing": "one_time",
            "unit": "flat",
            "count": 80,
            "offers": [
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                "provider": "blumen_komander",
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                "billing": "one_time",
                "unit": "flat",
                "price": "ab 20,00 €",
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                "provider": "blumen_komander",
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                "provider": "blumen_komander",
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                "billing": "one_time",
                "unit": "flat",
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                "provider": "blumen_komander",
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                "billing": "one_time",
                "unit": "flat",
                "price": "54,90 €",
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              },
              {
                "provider": "blumen_komander",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "ab 49,90 €",
                "monthly_usd": null
              },
              {
                "provider": "blumen_komander",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "ab 39,90 €",
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              },
              {
                "provider": "blumen_komander",
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                "billing": "one_time",
                "unit": "flat",
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                "monthly_usd": null
              },
              {
                "provider": "blumen_komander",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "ab 39,90 €",
                "monthly_usd": null
              },
              {
                "provider": "blumen_komander",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "ab 39,90 €",
                "monthly_usd": null
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              {
                "provider": "blumen_komander",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "ab 29,90 €",
                "monthly_usd": null
              },
              {
                "provider": "buyukesim_server",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25.00",
                "monthly_usd": null
              },
              {
                "provider": "buyukesim_server",
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                "billing": "one_time",
                "unit": "flat",
                "price": "$1.99",
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              },
              {
                "provider": "buyukesim_server",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$4.99",
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              },
              {
                "provider": "buywhere_product_catalog",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 25",
                "monthly_usd": null
              },
              {
                "provider": "buywhere_product_catalog",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 27",
                "monthly_usd": null
              },
              {
                "provider": "buywhere_product_catalog",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,550",
                "monthly_usd": null
              },
              {
                "provider": "buywhere_product_catalog",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 16",
                "monthly_usd": null
              },
              {
                "provider": "buywhere_product_catalog",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 22",
                "monthly_usd": null
              },
              {
                "provider": "buywhere_product_catalog",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 788",
                "monthly_usd": null
              },
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                "provider": "buywhere_product_catalog",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,449",
                "monthly_usd": null
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              {
                "provider": "buywhere_product_catalog",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,238",
                "monthly_usd": null
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              {
                "provider": "buywhere_product_catalog",
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                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 2,499",
                "monthly_usd": null
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              {
                "provider": "buywhere_product_catalog",
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                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,749",
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                "provider": "buywhere_product_catalog",
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                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,749",
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                "provider": "buywhere_product_catalog",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
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                "provider": "buywhere_product_catalog",
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                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 778",
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                "provider": "buywhere_product_catalog",
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                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,278",
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                "provider": "buywhere_product_catalog",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "SGD 1,599",
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                "provider": "diamondpaintingwinkel",
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                "provider": "diamondpaintingwinkel",
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                "billing": "one_time",
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                "provider": "diamondpaintingwinkel",
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                "billing": "one_time",
                "unit": "flat",
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                "provider": "diamondpaintingwinkel",
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                "billing": "one_time",
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                "provider": "diamondpaintingwinkel",
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                "billing": "one_time",
                "unit": "flat",
                "price": "Vanaf € 29,95",
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                "provider": "diamondpaintingwinkel",
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                "billing": "one_time",
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                "provider": "giftroam",
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                "provider": "giftroam",
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                "price": "$229.95",
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                "provider": "graffeo",
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                "price": "$65.00",
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                "billing": "one_time",
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                "price": "US$6.99",
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                "billing": "one_time",
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                "billing": "one_time",
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                "price": "US$5.99",
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                "provider": "sendameal_storefront",
                "tier": "team_sme",
                "billing": "one_time",
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                "price": "$124.75",
                "monthly_usd": null
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                "provider": "servicebuddy",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$190",
                "monthly_usd": null
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                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "R610",
                "monthly_usd": null
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                "provider": "shop",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "R1,770",
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                "provider": "shop",
                "tier": "enterprise",
                "billing": "one_time",
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                "price": "R1,166",
                "monthly_usd": null
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                "provider": "shop",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "R1,308",
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              {
                "provider": "shop",
                "tier": "team_sme",
                "billing": "one_time",
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                "price": "R413",
                "monthly_usd": null
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              {
                "provider": "shop",
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                "billing": "one_time",
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                "price": "R512",
                "monthly_usd": null
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                "provider": "shop",
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                "billing": "one_time",
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                "price": "R4,913",
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                "provider": "shop",
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                "price": "R487",
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                "provider": "shop",
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                "billing": "one_time",
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                "price": "R1,096",
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                "provider": "shop",
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                "billing": "one_time",
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                "price": "R1,357",
                "monthly_usd": null
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                "provider": "shop",
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                "billing": "one_time",
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                "price": "R978",
                "monthly_usd": null
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              {
                "provider": "shop",
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                "billing": "one_time",
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                "price": "R545",
                "monthly_usd": null
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                "provider": "shop",
                "tier": "team_sme",
                "billing": "one_time",
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                "price": "R487",
                "monthly_usd": null
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              {
                "provider": "shop",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "R610",
                "monthly_usd": null
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              {
                "provider": "shop",
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                "billing": "one_time",
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                "price": "R976",
                "monthly_usd": null
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              {
                "provider": "shop",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "R847",
                "monthly_usd": null
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              {
                "provider": "shop_mcp",
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                "price": "$30.00",
                "monthly_usd": null
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              {
                "provider": "shop_mcp",
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                "monthly_usd": null
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              {
                "provider": "shop_mcp",
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                "price": "$500.00",
                "monthly_usd": null
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              {
                "provider": "shop_mcp",
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                "billing": "one_time",
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                "price": "$15.00",
                "monthly_usd": null
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              {
                "provider": "sterdan",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "500CNY",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 4,50",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 21,99",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
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                "billing": "one_time",
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                "price": "€ 19,79",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
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                "billing": "one_time",
                "unit": "flat",
                "price": "€ 9,99",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 6,00",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
                "tier": "enterprise",
                "billing": "one_time",
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                "price": "€ 15,00",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
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                "billing": "one_time",
                "unit": "flat",
                "price": "€ 32,95",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 12,59",
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              {
                "provider": "supplementscanner",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 126,99",
                "monthly_usd": null
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              {
                "provider": "supplementscanner",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 19,45",
                "monthly_usd": null
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              {
                "provider": "yalladeals",
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                "billing": "one_time",
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                "provider": "buysignal_deals_search",
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                "provider": "graffeo",
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                "provider": "lemmebuyit",
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                "provider": "nexbid_agentic_commerce",
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                "provider": "pewes_energy",
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                "provider": "pewes_energy",
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                "provider": "shopgraph",
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                "provider": "shopping_discovery",
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              },
              {
                "provider": "taskrail",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05 USDC per successful tool call",
                "monthly_usd": null
              },
              {
                "provider": "taskrail",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05 USDC per successful tool call",
                "monthly_usd": null
              },
              {
                "provider": "taskrail",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.07 USDC per successful tool call",
                "monthly_usd": null
              },
              {
                "provider": "taskrail",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05 USDC per successful tool call",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 7,
            "offers": [
              {
                "provider": "buyscout",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "cartagent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "fragrance_mcp",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Not publicly listed",
                "monthly_usd": null
              },
              {
                "provider": "kifly",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "lemmebuyit",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "CUSTOM PRICING",
                "monthly_usd": null
              },
              {
                "provider": "secondhand_mcp",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$4.99",
                "monthly_usd": null
              },
              {
                "provider": "shopgraph",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 33,
          "normalized_observations": 30,
          "comparable_providers": 12,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "one_time": 80,
            "usage_not_monthly": 22,
            "ambiguous_cadence": 7,
            "free_or_zero": 2,
            "unrankable_or_unparseable": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 2,
      "team_sme": 0,
      "pro": 1,
      "enterprise": 6
    },
    "billingMix": {
      "one-time": 13,
      "free": 12,
      "freemium": 14,
      "subscription": 4,
      "usage": 3
    },
    "freeTierShare": 0.57,
    "medianLowestUsd": 39
  },
  "movement": {
    "niche": "ai-shopping-assistant",
    "sector": "consumer-personal",
    "pricedNow": 12,
    "pairs": 11,
    "repriced": [
      {
        "handle": "dealermax",
        "from": 222.86,
        "to": 222.49,
        "pct": -0.2
      },
      {
        "handle": "nexbid_agentic_commerce",
        "from": 240.07,
        "to": 239.92,
        "pct": -0.1
      }
    ],
    "newlyPriced": [
      "budgetfitter"
    ],
    "droppedFromPriced": [
      "graffeo",
      "shop",
      "sterdan",
      "giftroam",
      "shop_mcp",
      "buywhere_product_catalog",
      "curbspec",
      "blumen_komander",
      "catalo",
      "buyukesim_server"
    ],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 2 agents repriced — all down (avg 0%); 1 newly published pricing; 10 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-15",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-16",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 30,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 31,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 31,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 99.993,
        "pairs": 28,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-10-09",
        "index": 99.993,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 99.993,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 99.993,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 99.993,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 99.993,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 99.993,
        "pairs": 29,
        "dayChangePct": 0
      }
    ],
    "latest": 99.993,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "cartagent",
      "name": "CartAgent",
      "url": "https://cartagent.store/",
      "short_summary": "Provides AI operators for WooCommerce stores: guides shoppers through product discovery and checkout in chat, exposes store actions to external AI agents, and…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Shopper Operator",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Shopper Operator",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Site Ops",
              "price": "$49/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Agent Shopper",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Agency",
              "price": "$199/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. Freemium SaaS with a free tier (50 sessions/month) and paid plans from $29–$199/month, plus custom enterprise options."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dealermax",
      "name": "dealermax",
      "url": "https://dealermax.app/",
      "short_summary": "automotive dealership management with AI optimization for visibility on ChatGPT, Claude, Gemini and Perplexity",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 199,
            "monthly_usd": 222.74,
            "commitment": "monthly",
            "basis": "€199 per mese/month × 1",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prepaid credit: 0,0052 € per credito (funding, not a subscription)",
            "prices in EUR/CAD as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "0€",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "199€/mese IVA inclusa",
              "kind": "base_subscription",
              "unit": "mese",
              "billed": "monthly"
            },
            {
              "name": "Transizione",
              "price": "gratis fino a scadenza",
              "kind": "unknown"
            },
            {
              "name": "Credit top-ups",
              "price": "0,0052 € per credito",
              "kind": "credit_purchase",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 222.74,
        "monthly_usd": 222.74,
        "headline": "Free plan; paid from €199/mo (€199 per mese/month × 1)",
        "summary": "Free plan; paid from €199/mo (€199 per mese/month × 1). DealerMAX offers a permanent free plan, a Pro subscription at 199€ per month including monthly credits, and optional usage-based credit top-ups."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "lemmebuyit",
      "name": "Lemmebuyit",
      "url": "https://www.lemmebuyit.com/",
      "short_summary": "provides real-time product search, pricing, and inventory data across major US retailers for profitable inventory sourcing",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Extension Plus",
            "monthly_native": 49.99,
            "monthly_usd": 49.99,
            "commitment": "monthly",
            "basis": "$49.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "prepaid credit: $250 (funding, not a subscription)"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0 / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Extension Plus",
              "price": "$49.99 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "LemMeBuyIt MCP Standard",
              "price": "$999 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "LemMeBuyIt MCP Pro",
              "price": "$1,999 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise Product Intelligence API",
              "price": "CUSTOM PRICING",
              "kind": "custom"
            },
            {
              "name": "MCP extra requests top-up",
              "price": "$250",
              "kind": "credit_purchase",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49.99,
        "monthly_usd": 49.99,
        "headline": "Free plan; paid from $49.99/mo",
        "summary": "Free plan; paid from $49.99/mo. Public pricing includes a free tier, Extension Plus at $49.99 per month, MCP plans at $999 and $1,999 per month, enterprise custom pricing, and a $250 usage top-up."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "product_lookup",
      "name": "EAN-Search.org Product Lookup",
      "url": "https://www.ean-search.org",
      "short_summary": "searches product database by barcode (GTIN, UPC, EAN, ISBN) or keywords",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "EAN-Search does not publish subscription or API pricing and states that it does not sell EAN barcodes."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "secondsim_mcp_server",
      "name": "eSIM",
      "url": "https://www.secondsim.co.uk",
      "short_summary": "provides real UK mobile numbers via eSIM for business communication and platform verification",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Yearly",
            "monthly_native": 5,
            "monthly_usd": 6.62,
            "commitment": "annual",
            "basis": "£59.99/year (annual commitment) = £5/month equivalent"
          },
          "currency": "GBP",
          "notes": [
            "other prices: Quarterly £15.99/3mo (period not stated)",
            "prices in GBP as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Flex — Monthly",
              "price": "£5.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Yearly",
              "price": "£59.99/yr",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Yearly (annual billing)",
              "price": "£5/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Quarterly",
              "price": "£15.99/3mo",
              "kind": "unspecified_period"
            },
            {
              "name": "Unlimited",
              "price": "£19.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 6.62,
        "monthly_usd": 6.62,
        "headline": "From £5/mo (annual commitment)",
        "summary": "From £5/mo (annual commitment). SecondSIM offers monthly, quarterly, yearly, and unlimited-data plans from £5.99 per month, with the yearly option costing £59.99 annually."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "shop",
      "name": "Custom Blinds Shop",
      "url": "https://shop.customblinds.co.za",
      "short_summary": "helps customers browse, configure, price and order custom-made blinds",
      "price": {
        "commercial": {
          "currency": "ZAR",
          "notes": [
            "prices in ZAR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Roller Blinds",
              "price": "R610",
              "kind": "unknown"
            },
            {
              "name": "Zebra Double Roller",
              "price": "R1,770",
              "kind": "unknown"
            },
            {
              "name": "Duo Roller Blinds",
              "price": "R1,166",
              "kind": "unknown"
            },
            {
              "name": "Honeycomb Blinds",
              "price": "R1,308",
              "kind": "unknown"
            },
            {
              "name": "Venetian Blinds",
              "price": "R413",
              "kind": "unknown"
            },
            {
              "name": "Vertical Blinds",
              "price": "R512",
              "kind": "unknown"
            },
            {
              "name": "Outdoor Blinds",
              "price": "R4,913",
              "kind": "unknown"
            },
            {
              "name": "No-Drill Blinds",
              "price": "R487",
              "kind": "unknown"
            },
            {
              "name": "Bamboo Roller Blinds",
              "price": "R1,096",
              "kind": "unknown"
            },
            {
              "name": "Bamboo Venetian Blinds",
              "price": "R1,357",
              "kind": "unknown"
            },
            {
              "name": "Vertishades",
              "price": "R978",
              "kind": "unknown"
            },
            {
              "name": "Aluwood Blinds",
              "price": "R545",
              "kind": "unknown"
            },
            {
              "name": "Value Roller Blinds",
              "price": "R487",
              "kind": "unknown"
            },
            {
              "name": "Sunscreen Roller Blinds",
              "price": "R610",
              "kind": "unknown"
            },
            {
              "name": "Wooden Venetian Blinds",
              "price": "R976",
              "kind": "unknown"
            },
            {
              "name": "PVC Venetian Blinds",
              "price": "R847",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Roller Blinds: R610 (as published; no rate or period could be read)",
        "summary": "Roller Blinds: R610 (as published; no rate or period could be read). Custom Blinds displays made-to-measure product starting prices from R413 to R4,913 as one-time purchase prices in South African rand."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "shopgraph",
      "name": "ShopGraph",
      "url": "https://shopgraph.dev",
      "short_summary": "extracts product data from any URL with confidence scoring and provenance tracking",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 99,
            "monthly_usd": 99,
            "commitment": "monthly",
            "basis": "$99/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "MPP full extraction",
              "per": "per extraction",
              "text": "$0.02 per extraction"
            },
            {
              "line": "MPP basic extraction",
              "per": "per extraction",
              "text": "$0 per extraction"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0.",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth",
              "price": "$299/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact us",
              "kind": "custom"
            },
            {
              "name": "MPP full extraction",
              "price": "$0.02 per extraction",
              "kind": "usage_rate",
              "unit": "extraction",
              "billed": "usage"
            },
            {
              "name": "MPP basic extraction",
              "price": "$0.001 per extraction",
              "kind": "usage_rate",
              "unit": "extraction",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free plan; paid from $99/mo",
        "summary": "Free plan; paid from $99/mo. ShopGraph offers a permanent free tier with 50 monthly extractions, paid plans at $99/mo and $299/mo, enterprise contact pricing, and per-extraction payment options."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "shopify_ai_agent",
      "name": "Shopify Ai Agent",
      "url": "https://shopify.dev/docs/apps/build/storefront-mcp/build-storefront-ai-agent",
      "short_summary": "an AI chat agent that helps shoppers find products, get recommendations, answer questions about store policies and shipping, manage shopping carts, and complet…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "shoptera",
      "name": "Shoptera",
      "url": "https://shoptera.ai",
      "short_summary": "optimizes e-commerce product feeds for AI shopping agents through semantic search, data enrichment, and feed quality improvement",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "show_hn_agentic_product_discov",
      "name": "Show Hn Agentic Product Discov",
      "url": "https://seekon.me/developers",
      "short_summary": "provides agentic product discovery via real-time catalog search and product details for AI models and shopping agents",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free tier",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Seekon.me offers a free tier with 100 MCP tool calls per day; paid plans exist but pricing is not publicly visible."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "agentgateway_marketplace",
      "name": "agnigateway-marketplace",
      "url": "https://agnigateway.com",
      "short_summary": "Makes WooCommerce stores AI-agent ready by providing universal protocol endpoints for product search, availability and booking",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "ai-travel-concierge",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "intershop_ai_copilots",
      "name": "Intershop Ai Copilots",
      "url": "https://intershop.com/en/e-commerce-platform/ai-copilots-and-agents",
      "short_summary": "AI-powered copilots and agents for B2B e-commerce platforms. Includes Copilot for Buyers (digital sales assistant), Copilot for Merchants, Product Content Agen…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "product-listing-optimization-ecom",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-shopping-assistant",
  "summary": {
    "niche": "ai-shopping-assistant",
    "sector": "consumer-personal",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Team / SME median $199/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 199,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 126.83,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 49,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 7.14,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 226,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            12,
            49
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-shopping-assistant"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-shopping-assistant",
    "counts": {
      "listings_with_price_capture": 129,
      "listings_with_observed_public_price": 46,
      "providers_with_numeric_monthly_price_latest_scan": 12,
      "like_for_like_comparable_pairs": 11
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 12,
        "provider_count": 5,
        "plan_observation_count": 8,
        "data_confidence": 0.41,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.4,
          "provider_count": 5,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "budgetfitter",
            "usd": 7.06
          },
          {
            "provider": "secondsim_mcp_server",
            "usd": 7.14
          },
          {
            "provider": "mirrago",
            "usd": 12
          },
          {
            "provider": "buyscout",
            "usd": 49
          },
          {
            "provider": "shopgraph",
            "usd": 99
          }
        ],
        "p25": 7.14,
        "p75": 49
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49,
        "provider_count": 7,
        "plan_observation_count": 12,
        "data_confidence": 0.59,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.6,
          "provider_count": 7,
          "plan_observation_count": 12
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "jlsookiki_secondhand_mcp",
            "usd": 7.5
          },
          {
            "provider": "agorio",
            "usd": 19
          },
          {
            "provider": "secondsim_mcp_server",
            "usd": 26.79
          },
          {
            "provider": "cartagent",
            "usd": 49
          },
          {
            "provider": "dealermax",
            "usd": 226.86
          },
          {
            "provider": "buyscout",
            "usd": 249
          },
          {
            "provider": "lemmebuyit",
            "usd": 999
          }
        ],
        "p25": 22.9,
        "p75": 237.93
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 199,
        "provider_count": 7,
        "plan_observation_count": 9,
        "data_confidence": 0.56,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.45,
          "provider_count": 7,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "budgetfitter",
            "usd": 10
          },
          {
            "provider": "mirrago",
            "usd": 57
          },
          {
            "provider": "cartagent",
            "usd": 199
          },
          {
            "provider": "kifly",
            "usd": 199
          },
          {
            "provider": "nexbid_agentic_commerce",
            "usd": 226
          },
          {
            "provider": "shopgraph",
            "usd": 299
          },
          {
            "provider": "buyscout",
            "usd": 314
          }
        ],
        "p25": 128,
        "p75": 262.5
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 129,
      "listings_with_observed_public_price": 46,
      "normalized_observations": 30,
      "comparable_providers": 12,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 80,
        "usage_not_monthly": 22,
        "ambiguous_cadence": 7,
        "free_or_zero": 2,
        "unrankable_or_unparseable": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "one_time": 80,
      "usage_not_monthly": 22,
      "ambiguous_cadence": 7,
      "free_or_zero": 2,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "one-time": 13,
      "free": 12,
      "freemium": 14,
      "subscription": 4,
      "usage": 3
    },
    "free_tier_share": 0.57,
    "top_providers": [
      {
        "agent_id": "cartagent",
        "name": "CartAgent",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Shopper Operator",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Shopper Operator",
                "price": "$29/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Site Ops",
                "price": "$49/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Agent Shopper",
                "price": "$99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Agency",
                "price": "$199/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom",
                "price": "Contact sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free plan; paid from $29/mo",
          "summary": "Free plan; paid from $29/mo. Freemium SaaS with a free tier (50 sessions/month) and paid plans from $29–$199/month, plus custom enterprise options."
        },
        "observed": true
      },
      {
        "agent_id": "dealermax",
        "name": "dealermax",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 199,
              "monthly_usd": 222.74,
              "commitment": "monthly",
              "basis": "€199 per mese/month × 1",
              "billing_verified": true
            },
            "currency": "EUR",
            "notes": [
              "prepaid credit: 0,0052 € per credito (funding, not a subscription)",
              "prices in EUR/CAD as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "0€",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "199€/mese IVA inclusa",
                "kind": "base_subscription",
                "unit": "mese",
                "billed": "monthly"
              },
              {
                "name": "Transizione",
                "price": "gratis fino a scadenza",
                "kind": "unknown"
              },
              {
                "name": "Credit top-ups",
                "price": "0,0052 € per credito",
                "kind": "credit_purchase",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 222.74,
          "monthly_usd": 222.74,
          "headline": "Free plan; paid from €199/mo (€199 per mese/month × 1)",
          "summary": "Free plan; paid from €199/mo (€199 per mese/month × 1). DealerMAX offers a permanent free plan, a Pro subscription at 199€ per month including monthly credits, and optional usage-based credit top-ups."
        },
        "observed": true
      },
      {
        "agent_id": "lemmebuyit",
        "name": "Lemmebuyit",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Extension Plus",
              "monthly_native": 49.99,
              "monthly_usd": 49.99,
              "commitment": "monthly",
              "basis": "$49.99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "notes": [
              "prepaid credit: $250 (funding, not a subscription)"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "$0 / month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Extension Plus",
                "price": "$49.99 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "LemMeBuyIt MCP Standard",
                "price": "$999 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "LemMeBuyIt MCP Pro",
                "price": "$1,999 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise Product Intelligence API",
                "price": "CUSTOM PRICING",
                "kind": "custom"
              },
              {
                "name": "MCP extra requests top-up",
                "price": "$250",
                "kind": "credit_purchase",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 49.99,
          "monthly_usd": 49.99,
          "headline": "Free plan; paid from $49.99/mo",
          "summary": "Free plan; paid from $49.99/mo. Public pricing includes a free tier, Extension Plus at $49.99 per month, MCP plans at $999 and $1,999 per month, enterprise custom pricing, and a $250 usage top-up."
        },
        "observed": true
      },
      {
        "agent_id": "product_lookup",
        "name": "EAN-Search.org Product Lookup",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "EAN-Search does not publish subscription or API pricing and states that it does not sell EAN barcodes."
        },
        "observed": false
      },
      {
        "agent_id": "secondsim_mcp_server",
        "name": "eSIM",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Yearly",
              "monthly_native": 5,
              "monthly_usd": 6.62,
              "commitment": "annual",
              "basis": "£59.99/year (annual commitment) = £5/month equivalent"
            },
            "currency": "GBP",
            "notes": [
              "other prices: Quarterly £15.99/3mo (period not stated)",
              "prices in GBP as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Flex — Monthly",
                "price": "£5.99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Yearly",
                "price": "£59.99/yr",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Yearly (annual billing)",
                "price": "£5/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Quarterly",
                "price": "£15.99/3mo",
                "kind": "unspecified_period"
              },
              {
                "name": "Unlimited",
                "price": "£19.99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 6.62,
          "monthly_usd": 6.62,
          "headline": "From £5/mo (annual commitment)",
          "summary": "From £5/mo (annual commitment). SecondSIM offers monthly, quarterly, yearly, and unlimited-data plans from £5.99 per month, with the yearly option costing £59.99 annually."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-shopping-assistant"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-shopping-assistant",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "cartagent"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "cartagent"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

28 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
CartAgentProvides AI operators for WooCommerce stores: guides shoppers through product discovery and checkout in chat, exposes store actions to external AI agents, and…
mcp$29from / mo40.8% below0% livemcp40.8% below median0% live
dealermaxautomotive dealership management with AI optimization for visibility on ChatGPT, Claude, Gemini and Perplexity
mcp$222.74from / mo354.6% above88% livemcp354.6% above median88% live
Lemmebuyitprovides real-time product search, pricing, and inventory data across major US retailers for profitable inventory sourcing
mcp$49.99from / mo2% above88% livemcp2% above median88% live
eSIMprovides real UK mobile numbers via eSIM for business communication and platform verification
mcp$6.62from / mo86.5% below88% livemcp86.5% below median88% live
ShopGraphextracts product data from any URL with confidence scoring and provenance tracking
mcp$99from / mo102% above88% livemcp102% above median88% live
Show Hn Agentic Product Discovprovides agentic product discovery via real-time catalog search and product details for AI models and shopping agents
mcpFree tierpaid plans vary—88% livemcp88% live
ucp-registryDiscover and search UCP merchants, products, and store policies
mcpFreefree to use—88% livemcp88% live
Apparel MonsterMCP server for Apparel Monster, a demonstration agentic-commerce storefront. Search 116 products across men's, women's and sportswear, build a cart, apply prom…
mcpFreefree to use—88% livemcp88% live
Cyclesite. The UKs Trusted bike marketplaceProvides programmatic access to a UK used-bike marketplace: inventory search, sold-price valuation, stolen-bike checks, brand/model catalogue, and write-side a…
mcpFreefree to use—88% livemcp88% live
BudgetFitterdiscovers and surfaces verified UK deals, discount codes, and brand intelligence; offers AI-matched brand recommendations and gift-card reward missions
mcp$4.50from / mo90.8% below88% livemcp90.8% below median88% live
BuyscoutProvides shopping assistance by reading reviews, comparing prices, recommending products for shoppers; serves as an AI sales agent answering customer inquiries…
agent$49from / moat median88% liveagentat median88% live
CashbackmcpAliExpress cashback for AI assistants: search products, estimate cashback, get personal cashback links. Works anonymously too (affiliate links, no cashback - d…
mcpFreefree to use—88% livemcp88% live
Channel3Find any product online.
mcpFreefree to use—88% livemcp88% live
ClippyFree, read-only coupon code lookup for your AI. Affiliate: Clippy may earn a commission.
mcpFreefree to use—88% livemcp88% live
CommerceGive any AI agent a shopping brain. LMK.today is an open Model Context Protocol server with curated cross-merchant search, real price history, live demand sign…
mcpFreefree to use—88% livemcp88% live
DealsPrice-checked deals from US retailers, for any agent. Every result has the live price, the retailer's reference price, a verified discount, and a link straigh…
mcpFreefree to use—88% livemcp88% live
Fragrance# Noteboxd Fragrance MCP. **Fragrance & perfume intelligence for your AI.** Query the [Noteboxd](https://www.noteboxd.com) fragrance encyclopedia in natural l…
mcpFree tierpaid plans vary—88% livemcp88% live
GiftManage nefoliGIFT wishlists directly from AI assistants. Create and update wishlists, add products from shop URLs with automatic product parsing, manage group…
mcpFreefree to use—88% livemcp88% live
Jlsookiki SecondhandSearch Facebook Marketplace, eBay, Depop and Poshmark from your assistant — one marketplace or all of them at once. Filter by price, condition, size, brand an…
mcp$4.99from / mo89.8% below100% livemcp89.8% below median100% live
agentic_commerceAgentic commerce infrastructure for AI agents. MCP-native product discovery, contextual ad matching, and purchase facilitation with European privacy compliance…
mcp$240.14from / mo390.1% above88% livemcp390.1% above median88% live
NimcoffeeOrder freshly self-roasted specialty coffee from **NiMCoffee** (新印象咖啡), a coffee roaster in Fuzhou, China. Direct-flame roasted in small batches, roasted to or…
mcpFreefree to use—88% livemcp88% live
Sales AgentDiscover personalized courses and practical books for dating, marriage and family life. Browse 12 course programs and 7 books, compare current USD prices, find…
mcpFree tierpaid plans vary—100% livemcp100% live
Surprise Buddyprovides curated gift recommendations based on recipient details and preferences
mcpFreefree to use—88% livemcp88% live
TTcgmcpFree, read-only TCG price lookups for your AI assistant. Price any card or a whole pasted decklist across 22+ games (Magic, Pokemon, Yu-Gi-Oh, One Piece, Lorca…
mcpFreefree to use—88% livemcp88% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.