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Ecommerce Replenishment Agent

Query this niche via MCPmarket_report({ query: "Ecommerce Replenishment Agent", response_mode: "summary" })
active marketmarket pulse 48/100commercial money present0 new builders in 30d10 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$199/mo
$50–$443 middle half · 3 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$119/mo
2 providers · median of every priced plan point, all tiers · thin evidence
1.7×

Agents cost 1.7× MCPs across all tiers — median $199 vs $119. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $199
Automate Finerworks Replenishm · $21
Order Placement Ai Agent Tools · $50
ikawn · $199
ikawn · $99
Automate Finerworks Replenishm · $443
Order Placement Ai Agent Tools · $3,990
MCP servers $119
replenishradar · $10
shopify · $27
replenishradar · $119
shopify · $329
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Ecommerce Replenishment Agent (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": "ecommerce-replenishment-agent",
  "parent_sector": "ecommerce-retail",
  "provider_type_pricing": {
    "slug": "ecommerce-replenishment-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 26.83,
      "p25": null,
      "p75": null,
      "providers": 5
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    "by_provider_type": {
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        "publishable": true,
        "confidence": "provisional"
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 2,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "sparse",
  "observed_node_count": 2,
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    "product-listing-optimization-ecom",
    "review-summarisation-ecom",
    "amazon-seller-automation",
    "dynamic-pricing",
    "ai-retail-pos-agent",
    "return-processing-rma"
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  "market_pulse": {
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    "drivers": [
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    "price_move_30d_pct": -1.6,
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    "entry_rate": 0,
    "alive_share": 1
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                "monthly_usd": null
              },
              {
                "provider": "order_placement_ai_agent_tools",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "replenishradar",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 5,
          "normalized_observations": 16,
          "comparable_providers": 5,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 4
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 0,
      "team_sme": 0,
      "enterprise": 3,
      "individual": 0
    },
    "billingMix": {
      "subscription": 4,
      "contact_sales": 1,
      "freemium": 1,
      "free": 2
    },
    "freeTierShare": 0.38,
    "medianLowestUsd": 30
  },
  "movement": {
    "niche": "ecommerce-replenishment-agent",
    "sector": "ecommerce-retail",
    "pricedNow": 5,
    "pairs": 5,
    "repriced": [
      {
        "handle": "shopify",
        "from": 26.88,
        "to": 26.83,
        "pct": -0.2
      },
      {
        "handle": "automate_finerworks_replenishm",
        "from": 20.16,
        "to": 20.12,
        "pct": -0.2
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": -0.1,
    "kind": "repricing",
    "narrative": "Genuine repricing: 2 agents repriced — all down (avg -0.1%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 101.878,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 101.878,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 101.878,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 101.878,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 101.878,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 101.878,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 101.878,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 101.878,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 101.878,
        "pairs": 12,
        "dayChangePct": 0
      }
    ],
    "latest": 101.878,
    "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": "lulu_print_mcp",
      "name": "Lulu Print",
      "url": "https://developers.lulu.com/",
      "short_summary": "manages print-on-demand book manufacturing and fulfillment through API integration",
      "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": "agentready_woo",
      "name": "Agentready Woo",
      "url": "https://app.utilityhouse.xyz",
      "short_summary": "Check WooCommerce agent readiness and run owner-authorized release gates.",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Read-only Preflight",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The public read-only WooCommerce preflight is explicitly free and requires no login."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "automate_finerworks_replenishm",
      "name": "Swiftask AI Integration with FinerWorks",
      "url": "https://swiftask.ai/ai-integration/finerworks/smart-replenishment",
      "short_summary": "Monitors FinerWorks inventory in real-time and automatically triggers intelligent replenishment orders to prevent stockouts",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 18,
            "monthly_usd": 20.15,
            "commitment": "monthly",
            "basis": "€18/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Pro",
              "price": "18 € / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team Starter",
              "price": "129 € per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team Growth",
              "price": "649 € per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Tailored Offer",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20.15,
        "monthly_usd": 20.15,
        "headline": "From €18/mo",
        "summary": "From €18/mo. Swiftask offers EUR-denominated monthly subscriptions from 18 € per month for Pro, with higher-priced Team plans and a custom Tailored Offer."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "replenishradar",
      "name": "Replenishradar",
      "url": "https://replenishradar.com",
      "short_summary": "# ReplenishRadar MCP\n\nMulti-channel inventory forecasting and reorder automation for **Shopify and Amazon sellers**. Connect an AI agent to live inventory data…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Inventory Lite",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Annual Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Inventory Lite",
              "price": "$9.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Standard",
              "price": "$119/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth",
              "price": "$249/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "$499/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "From $9.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $9.99/mo (billing period unverified: page has a Monthly/Annual toggle). ReplenishRadar offers monthly plans from $9.99/mo, with higher tiers priced at $119/mo, $249/mo, and $499/mo before the displayed founding-member discounts, plus a custom Enterprise plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "order_placement_ai_agent_tools",
      "name": "Order Placement Ai Agent Tools",
      "url": "https://beam.ai/skills/order-placement",
      "short_summary": "places product orders, confirms shipping details, and generates order confirmations",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 50,
            "monthly_usd": 50,
            "commitment": "monthly",
            "basis": "$50/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$50/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale Plan",
              "price": "$3990/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom Plan",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free plan; paid from $50/mo",
        "summary": "Free plan; paid from $50/mo. Beam AI offers a free plan, a $50/month Pro plan, a $3990/month Scale Plan, and custom pricing for tailored deployments."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "shopify",
      "name": "Shopify",
      "url": "https://shopify.com",
      "short_summary": "Build and manage online stores. List products, process orders, track inventory, and manage customers and fulfillments.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 24,
            "monthly_usd": 26.86,
            "commitment": "monthly",
            "basis": "€24/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Basic",
              "price": "€24/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Grow",
              "price": "€69/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Advanced",
              "price": "€289/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Plus",
              "price": "from €2,100/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 26.86,
        "monthly_usd": 26.86,
        "headline": "From €24/mo",
        "summary": "From €24/mo. Shopify lists EUR subscription plans from €24/mo, with a promotional offer of 3 days free followed by €1/mo for 3 months."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "ikawn",
      "name": "Ikawn",
      "url": "https://ikawn.com/stockout-prevention-intelligence-for-ecommerce/",
      "short_summary": "Agentic operating system for ecommerce teams that combines commerce context, scoped AI agents, human approvals, and outcome memory to support inventory, return…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$49 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth",
              "price": "$99 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$199 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom usage and devices",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "From $49/mo",
        "summary": "From $49/mo. Mirror lists USD subscription tiers from $49 per month for Starter through $199 per month for Pro, with custom Enterprise pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "magento_mcp",
      "name": "Magento",
      "url": "https://magebitcom.github.io/magento2-mcp-module/quick-setup/",
      "short_summary": "MCP server module for Magento 2 that connects your store to Claude, ChatGPT, Cursor, and other AI agents. Enables agents to manage orders, products, customers,…",
      "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": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_shopline",
      "name": "Mcp Shopline",
      "url": "https://github.com/asgard-ai-platform/mcp-shopline",
      "short_summary": "Open-source MCP server wrapping Shopline Open API into 143 AI-callable tools for e-commerce operations. Enables AI agents to query orders, products, inventory,…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Open-source MCP Shopline server",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The repository presents an open-source MIT-licensed MCP Shopline server with no paid subscription prices shown."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "retail_replenishment_agent",
      "name": "Retail Replenishment Agent",
      "url": "https://alloy.ai/retail-replenishment-ai-agent",
      "short_summary": "Monitors POS and inventory data across retail and ecommerce partners, detects SKU-location stockout risks, calculates replenishment needs, and drafts data-back…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": []
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Alloy.ai does not publish plan prices and directs prospective customers to book a tailored demo."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "clawify",
      "name": "Clawify",
      "url": "https://clawify.app/",
      "short_summary": "Acts as an AI copilot for Shopify merchants—answers questions about store data, triggers store operations, and automates workflows (e.g. sales analysis, invent…",
      "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-copilot-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "dreamztech_retail_agents",
      "name": "Dreamztech Retail Agents",
      "url": "https://dreamztech.com/industries/ai-agents-retail",
      "short_summary": "Multi-agent retail automation platform for shopper assistance, dynamic pricing, inventory optimization, returns processing, and loss prevention. Built on Claud…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS or agent pricing is shown; the homepage directs buyers to request a custom quote."
      },
      "home_niche": "dynamic-pricing",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "ibl_ai",
      "name": "Ibl Ai",
      "url": "https://ibl.ai/resources/enterprise/retail-ecommerce",
      "short_summary": "Deploys autonomous AI agents for retail/e-commerce that monitor inventory, coordinate logistics/supply chain, train frontline staff, analyze customer churn, co…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Self-serve",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pilot",
              "price": "$15,000",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Integration & Deployment",
              "price": "$25,000",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Codebase Transfer + Custom AI Engineering",
              "price": "custom quote",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Pilot $15,000 (one-time)",
        "summary": "Free; Pilot $15,000 (one-time). ibl.ai offers a free-start rechargeable-credit path plus one-time pilots and deployments from $15,000, while codebase transfer and custom engineering require a quote."
      },
      "home_niche": "vertical-ai-agent-platform",
      "also_covers": true,
      "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."
      },
      "home_niche": "ai-shopping-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "ztalkai",
      "name": "Ztalkai",
      "url": "https://ztalkai.com/",
      "short_summary": "AI-powered conversational commerce platform for e-commerce retailers. Provides intelligent customer service agents that handle pre-sales, order management, and…",
      "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": "customer-support-tier1",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ecommerce-replenishment-agent",
  "summary": {
    "niche": "ecommerce-replenishment-agent",
    "sector": "ecommerce-retail",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $50/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 50,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 443.46,
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            9.99,
            27.36
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            119,
            329.46
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ecommerce-replenishment-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ecommerce-replenishment-agent",
    "counts": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 5
    },
    "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": 27.36,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "replenishradar",
            "usd": 9.99
          },
          {
            "provider": "shopify",
            "usd": 27.36
          },
          {
            "provider": "ikawn",
            "usd": 49
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 119,
        "provider_count": 5,
        "plan_observation_count": 7,
        "data_confidence": 0.4,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.35,
          "provider_count": 5,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "automate_finerworks_replenishm",
            "usd": 20.52
          },
          {
            "provider": "order_placement_ai_agent_tools",
            "usd": 50
          },
          {
            "provider": "replenishradar",
            "usd": 119
          },
          {
            "provider": "ikawn",
            "usd": 199
          },
          {
            "provider": "shopify",
            "usd": 329.46
          }
        ],
        "p25": 50,
        "p75": 199
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 408.73,
        "provider_count": 4,
        "plan_observation_count": 6,
        "data_confidence": 0.33,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.3,
          "provider_count": 4,
          "plan_observation_count": 6
        },
        "reliability": "low",
        "members": [
          {
            "provider": "ikawn",
            "usd": 99
          },
          {
            "provider": "replenishradar",
            "usd": 374
          },
          {
            "provider": "automate_finerworks_replenishm",
            "usd": 443.46
          },
          {
            "provider": "order_placement_ai_agent_tools",
            "usd": 3990
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 16,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 4
      }
    },
    "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": {
      "ambiguous_cadence": 4
    },
    "billing_mix": {
      "subscription": 4,
      "contact_sales": 1,
      "freemium": 1,
      "free": 2
    },
    "free_tier_share": 0.38,
    "top_providers": [
      {
        "agent_id": "lulu_print_mcp",
        "name": "Lulu Print",
        "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."
        },
        "observed": false
      },
      {
        "agent_id": "agentready_woo",
        "name": "Agentready Woo",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Read-only Preflight",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. The public read-only WooCommerce preflight is explicitly free and requires no login."
        },
        "observed": true
      },
      {
        "agent_id": "automate_finerworks_replenishm",
        "name": "Swiftask AI Integration with FinerWorks",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 18,
              "monthly_usd": 20.15,
              "commitment": "monthly",
              "basis": "€18/month",
              "billing_verified": true
            },
            "currency": "EUR",
            "notes": [
              "prices in EUR as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Pro",
                "price": "18 € / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Team Starter",
                "price": "129 € per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Team Growth",
                "price": "649 € per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Tailored Offer",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 20.15,
          "monthly_usd": 20.15,
          "headline": "From €18/mo",
          "summary": "From €18/mo. Swiftask offers EUR-denominated monthly subscriptions from 18 € per month for Pro, with higher-priced Team plans and a custom Tailored Offer."
        },
        "observed": true
      },
      {
        "agent_id": "replenishradar",
        "name": "Replenishradar",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Inventory Lite",
              "monthly_native": 9.99,
              "monthly_usd": 9.99,
              "commitment": "monthly",
              "basis": "$9.99/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Annual Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Annual Save 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Inventory Lite",
                "price": "$9.99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Standard",
                "price": "$119/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Growth",
                "price": "$249/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale",
                "price": "$499/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 9.99,
          "monthly_usd": 9.99,
          "headline": "From $9.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "From $9.99/mo (billing period unverified: page has a Monthly/Annual toggle). ReplenishRadar offers monthly plans from $9.99/mo, with higher tiers priced at $119/mo, $249/mo, and $499/mo before the displayed founding-member discounts, plus a custom Enterprise plan."
        },
        "observed": true
      },
      {
        "agent_id": "order_placement_ai_agent_tools",
        "name": "Order Placement Ai Agent Tools",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 50,
              "monthly_usd": 50,
              "commitment": "monthly",
              "basis": "$50/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$50/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale Plan",
                "price": "$3990/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom Plan",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 50,
          "monthly_usd": 50,
          "headline": "Free plan; paid from $50/mo",
          "summary": "Free plan; paid from $50/mo. Beam AI offers a free plan, a $50/month Pro plan, a $3990/month Scale Plan, and custom pricing for tailored deployments."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ecommerce-replenishment-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ecommerce-replenishment-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "lulu_print_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "lulu_print_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

7 providers, one sortable view

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

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.