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Product Management Agent

Query this niche via MCPmarket_report({ query: "Product Management Agent", response_mode: "summary" })
active marketmarket pulse 58/100commercial money present1 new builders in 30d12 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$59/mo
4 providers · median of every priced plan point, all tiers · thin evidence

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $59
intentdocs · $39
productised · $59
productboard · $5
Aioproductos Claude · $399
$5
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median

All plans

4 priced
Providervs its cohort medianMonthly
productboardmcp
$5 below
intentdocsmcp
$39 below
productisedmcp
$59 ~median
Aioproductos Claudemcp
$399 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Product Management Agent (latest observation 2026-10-16T03:43:44.171Z). 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": "product-management-agent",
  "parent_sector": "sales-marketing-revops",
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    "pricing_basis": "lowest_observed_monthly_usd",
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    "provider_type_methodology_published_at": "2026-07-31",
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        "confidence": "provisional"
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    "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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      "individual": 0
    },
    "billingMix": {
      "subscription": 6,
      "freemium": 3,
      "free": 1
    },
    "freeTierShare": 0.4,
    "medianLowestUsd": 29.99
  },
  "movement": {
    "niche": "product-management-agent",
    "sector": "sales-marketing-revops",
    "pricedNow": 9,
    "pairs": 7,
    "repriced": [
      {
        "handle": "mentor_by_skippr",
        "from": 599,
        "to": 149,
        "pct": -75.1
      }
    ],
    "newlyPriced": [
      "intentdocs",
      "rezonant"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": -18,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all down (avg -18%); 2 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 107.625,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 107.625,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 107.625,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 107.625,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 107.625,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 107.625,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 107.625,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 107.625,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 107.625,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 107.625,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 107.625,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 107.625,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 107.625,
        "pairs": 7,
        "dayChangePct": 0
      }
    ],
    "latest": 107.625,
    "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": "discoveropportunities_agent_sk",
      "name": "Discover Product Opportunities Agent",
      "url": "https://tessl.io/registry/skills/github/amplitude/builder-skills/discover-opportunities/review",
      "short_summary": "Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback, then synthesizes evidence into prioritiz…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 100,
            "monthly_usd": 100,
            "commitment": "monthly",
            "basis": "$100/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$100 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 100,
        "monthly_usd": 100,
        "headline": "Free plan; paid from $100/mo",
        "summary": "Free plan; paid from $100/mo. Tessl offers a permanent free plan, a $100/month Team plan with additional usage charges beyond included credits, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "productised",
      "name": "Productised",
      "url": "https://productised.ai/mcp",
      "short_summary": "manages Productised workspace from inside Claude including lead pipeline management, product building, content editing, and publishing",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Unspecified plan",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Unspecified plan",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unspecified plan",
              "price": "$59/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "From $19/mo",
        "summary": "From $19/mo. The site publicly displays monthly subscription prices of $19/mo and $59/mo, but the supplied pricing text does not identify the corresponding plan names."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "athena",
      "name": "Athena",
      "url": "https://getathena.pro/",
      "short_summary": "Acts as an interactive product-discovery thinking partner that turns product data, codebase, and business context into prioritized roadmaps, challenges assumpt…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Standard",
            "monthly_native": 29.99,
            "monthly_usd": 29.99,
            "commitment": "monthly",
            "basis": "$29.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free Trial",
              "price": "$0/ 7 Days",
              "kind": "trial"
            },
            {
              "name": "Standard",
              "price": "$29.99/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Rise Enterprise/ Tailored",
              "price": "Contact Us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29.99,
        "monthly_usd": 29.99,
        "headline": "From $29.99/mo",
        "summary": "From $29.99/mo. Athena offers a 7-day $0 trial, a Standard plan at $29.99 per month, and tailored enterprise pricing by contact."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "intentdocs",
      "name": "Intentdocs",
      "url": "https://www.intentdocs.com/api/mcp",
      "short_summary": "IntentDocs turns a fuzzy product idea into a structured story map that coding agents can actually build. Answer a few vision questions in chat, and IntentDocs…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 19,
            "monthly_usd": 25.17,
            "commitment": "monthly",
            "basis": "£19 per seat/month × 1",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Team (annual billing)",
            "monthly_equivalent_native": 15.83,
            "total_native": 190
          },
          "currency": "GBP",
          "notes": [
            "prices in GBP as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Trial",
              "price": "£0",
              "kind": "trial"
            },
            {
              "name": "Pro",
              "price": "£29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "£290/yr billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "£19/seat/mo",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Team (annual billing)",
              "price": "£190/seat/yr billed annually",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 25.17,
        "monthly_usd": 25.17,
        "headline": "From £19/mo (£19 per seat/month × 1); £15.83/mo equivalent billed annually",
        "summary": "From £19/mo (£19 per seat/month × 1); £15.83/mo equivalent billed annually. IntentDocs offers a 7-day free trial, Pro at £29/month or £290/year, Team at £19/seat/month or £190/seat/year with a two-month annual discount, and custom Enterprise contracts."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "kestral",
      "name": "Kestral",
      "url": "https://kestral.ai/",
      "short_summary": "automates product development by turning company knowledge and customer insights into strategy docs, PRDs, and actionable tasks assigned to human and AI teamma…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Premium",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20 per seat/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "$20 per seat / month",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "custom pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo ($20 per seat/month × 1)",
        "summary": "Free plan; paid from $20/mo ($20 per seat/month × 1). Kestral offers a free plan, Premium at $20 per seat per month for up to 10 seats, and custom-priced Enterprise plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "mentor_by_skippr",
      "name": "Mentor By Skippr",
      "url": "https://www.skippr.ai/mentor",
      "short_summary": "Provides real-time AI design critique on UX, accessibility, and content as you build products, delivering expert product feedback in the browser",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Lite",
            "monthly_native": 149,
            "monthly_usd": 149,
            "commitment": "monthly",
            "basis": "$149/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free trial",
              "price": "$0 one-time",
              "kind": "trial"
            },
            {
              "name": "Lite",
              "price": "$149 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scaleup",
              "price": "$599 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth & Enterprise",
              "price": "from $2,000 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 149,
        "monthly_usd": 149,
        "headline": "From $149/mo",
        "summary": "From $149/mo. Skippr publicly lists a $0 one-time trial, monthly Lite and Scaleup plans at $149 and $599, and Growth & Enterprise plans from $2,000 per month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "rezonant",
      "name": "Rezonant",
      "url": "https://rezonant.app/",
      "short_summary": "Turns product ideas/inspiration into shaped, shippable engineering tasks; refines ideas, generates structured tickets, and can implement code via a coding agent",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Business",
            "monthly_native": 25,
            "monthly_usd": 25,
            "commitment": "monthly",
            "basis": "$25 per user/month × 1",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Business (annual billing)",
            "monthly_equivalent_native": 20,
            "total_native": 240
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$25 / user / month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            },
            {
              "name": "Business (annual billing)",
              "price": "$20/user/month billed annually",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free plan; paid from $25/mo ($25 per user/month × 1); $20/mo equivalent billed annually",
        "summary": "Free plan; paid from $25/mo ($25 per user/month × 1); $20/mo equivalent billed annually. Rezonant offers a permanent free plan, Business at $25 per user per month or $20 per user per month billed annually, and custom annual Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "squad",
      "name": "Squad",
      "url": "https://meetsquad.ai",
      "short_summary": "analyses product data, surfaces insights, and builds product roadmaps",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan details were visible on the homepage, and no pricing page was available."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "productboard",
      "name": "Productboard",
      "url": "https://productboard.com",
      "short_summary": "Productboard is a product management platform that gathers feedback, prioritizes features, and aligns roadmaps based on customer insights and strategic goals",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Business",
            "monthly_native": 5,
            "monthly_usd": 5,
            "commitment": "annual",
            "basis": "$60/year (annual commitment) = $5/month equivalent"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Business",
              "price": "$60/year",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "From $5/mo (annual commitment)",
        "summary": "From $5/mo (annual commitment). Business pricing is shown at $60/year, while Enterprise pricing requires contacting sales."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "aioproductos_claude",
      "name": "Aioproductos Claude",
      "url": "https://aioproductos.com/mcp",
      "short_summary": "Claude Code plugin that connects an AIOProductOS workspace through a remote MCP server with 39 tools for product insights, customer data, analytics, tasks, rel…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Start",
            "monthly_native": 199,
            "monthly_usd": 199,
            "commitment": "annual",
            "basis": "$199/month, billed annually (annual commitment)"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Start",
              "price": "$199/mo",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "$399/mo",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$899/mo",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 199,
        "monthly_usd": 199,
        "headline": "From $199/mo (annual commitment)",
        "summary": "From $199/mo (annual commitment). Paid plans start at $199/mo, with Start, Team, and Business tiers offering annual billing at stated yearly totals and a 7-day free trial."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/product-management-agent",
  "summary": {
    "niche": "product-management-agent",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for product-management-agent yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "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": [
            38.86,
            59
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            5,
            399
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "product-management-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/product-management-agent",
    "counts": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 10,
      "providers_with_numeric_monthly_price_latest_scan": 9,
      "like_for_like_comparable_pairs": 7
    },
    "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": 84,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "productised",
            "usd": 19
          },
          {
            "provider": "mentor_by_skippr",
            "usd": 149
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 38.86,
        "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": "athena",
            "usd": 29.99
          },
          {
            "provider": "intentdocs",
            "usd": 38.86
          },
          {
            "provider": "productised",
            "usd": 59
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 100,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "productboard",
            "usd": 5
          },
          {
            "provider": "discoveropportunities_agent_sk",
            "usd": 100
          },
          {
            "provider": "aioproductos_claude",
            "usd": 399
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 10,
      "normalized_observations": 15,
      "comparable_providers": 9,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 5,
        "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": {
      "ambiguous_cadence": 5,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "subscription": 6,
      "freemium": 3,
      "free": 1
    },
    "free_tier_share": 0.4,
    "top_providers": [
      {
        "agent_id": "discoveropportunities_agent_sk",
        "name": "Discover Product Opportunities Agent",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Team",
              "monthly_native": 100,
              "monthly_usd": 100,
              "commitment": "monthly",
              "basis": "$100/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 / month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Team",
                "price": "$100 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 100,
          "monthly_usd": 100,
          "headline": "Free plan; paid from $100/mo",
          "summary": "Free plan; paid from $100/mo. Tessl offers a permanent free plan, a $100/month Team plan with additional usage charges beyond included credits, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "productised",
        "name": "Productised",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Unspecified plan",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Unspecified plan",
                "price": "$19/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Unspecified plan",
                "price": "$59/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "From $19/mo",
          "summary": "From $19/mo. The site publicly displays monthly subscription prices of $19/mo and $59/mo, but the supplied pricing text does not identify the corresponding plan names."
        },
        "observed": true
      },
      {
        "agent_id": "athena",
        "name": "Athena",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Standard",
              "monthly_native": 29.99,
              "monthly_usd": 29.99,
              "commitment": "monthly",
              "basis": "$29.99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free Trial",
                "price": "$0/ 7 Days",
                "kind": "trial"
              },
              {
                "name": "Standard",
                "price": "$29.99/ month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Rise Enterprise/ Tailored",
                "price": "Contact Us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29.99,
          "monthly_usd": 29.99,
          "headline": "From $29.99/mo",
          "summary": "From $29.99/mo. Athena offers a 7-day $0 trial, a Standard plan at $29.99 per month, and tailored enterprise pricing by contact."
        },
        "observed": true
      },
      {
        "agent_id": "intentdocs",
        "name": "Intentdocs",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Team",
              "monthly_native": 19,
              "monthly_usd": 25.17,
              "commitment": "monthly",
              "basis": "£19 per seat/month × 1",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Team (annual billing)",
              "monthly_equivalent_native": 15.83,
              "total_native": 190
            },
            "currency": "GBP",
            "notes": [
              "prices in GBP as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Trial",
                "price": "£0",
                "kind": "trial"
              },
              {
                "name": "Pro",
                "price": "£29/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro (annual billing)",
                "price": "£290/yr billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Team",
                "price": "£19/seat/mo",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "monthly"
              },
              {
                "name": "Team (annual billing)",
                "price": "£190/seat/yr billed annually",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "annually"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 25.17,
          "monthly_usd": 25.17,
          "headline": "From £19/mo (£19 per seat/month × 1); £15.83/mo equivalent billed annually",
          "summary": "From £19/mo (£19 per seat/month × 1); £15.83/mo equivalent billed annually. IntentDocs offers a 7-day free trial, Pro at £29/month or £290/year, Team at £19/seat/month or £190/seat/year with a two-month annual discount, and custom Enterprise contracts."
        },
        "observed": true
      },
      {
        "agent_id": "kestral",
        "name": "Kestral",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Premium",
              "monthly_native": 20,
              "monthly_usd": 20,
              "commitment": "monthly",
              "basis": "$20 per seat/month × 1",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Premium",
                "price": "$20 per seat / month",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "custom pricing",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free plan; paid from $20/mo ($20 per seat/month × 1)",
          "summary": "Free plan; paid from $20/mo ($20 per seat/month × 1). Kestral offers a free plan, Premium at $20 per seat per month for up to 10 seats, and custom-priced Enterprise plans."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "product-management-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "product-management-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "discoveropportunities_agent_sk"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "discoveropportunities_agent_sk"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

10 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Discover Product Opportunities AgentDiscovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback, then synthesizes evidence into prioritiz…
agent$100from / mo157.3% above100% liveagent157.3% above median100% live
Productisedmanages Productised workspace from inside Claude including lead pipeline management, product building, content editing, and publishing
mcp$19from / mo51.1% below89% livemcp51.1% below median89% live
AthenaActs as an interactive product-discovery thinking partner that turns product data, codebase, and business context into prioritized roadmaps, challenges assumpt…
agent$29.99from / mo22.8% below100% liveagent22.8% below median100% live
IntentdocsIntentDocs turns a fuzzy product idea into a structured story map that coding agents can actually build. Answer a few vision questions in chat, and IntentDocs…
mcp$25.17from / mo35.2% below100% livemcp35.2% below median100% live
Kestralautomates product development by turning company knowledge and customer insights into strategy docs, PRDs, and actionable tasks assigned to human and AI teamma…
mcp$20from / mo48.5% below89% livemcp48.5% below median89% live
Mentor By SkipprProvides real-time AI design critique on UX, accessibility, and content as you build products, delivering expert product feedback in the browser
agent$149from / mo283.4% above89% liveagent283.4% above median89% live
RezonantTurns product ideas/inspiration into shaped, shippable engineering tasks; refines ideas, generates structured tickets, and can implement code via a coding agent
agent$25from / mo35.7% below89% liveagent35.7% below median89% live
ProductboardProductboard is a product management platform that gathers feedback, prioritizes features, and aligns roadmaps based on customer insights and strategic goals
mcp$5from / mo87.1% below89% livemcp87.1% below median89% live
Aioproductos ClaudeClaude Code plugin that connects an AIOProductOS workspace through a remote MCP server with 39 tools for product insights, customer data, analytics, tasks, rel…
mcp$199from / mo412.1% above100% livemcp412.1% above median100% live
Maoxuan Product AgentOpen-source Chinese product decision agent for internet product teams. Distills reasoning from classical texts to diagnose core blockers, prioritize actions, a…
agentFreefree to use—89% liveagent89% 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.