Amazon Seller Automation

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              },
              {
                "provider": "flipintel",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "flipintel",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/month",
                "monthly_usd": 79
              },
              {
                "provider": "seller_labs_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/month",
                "monthly_usd": 39
              },
              {
                "provider": "webotee_amazon_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "webotee_amazon_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$89/mo",
                "monthly_usd": 89
              },
              {
                "provider": "webotee_amazon_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$179/mo",
                "monthly_usd": 179
              },
              {
                "provider": "webotee_amazon_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$295/mo",
                "monthly_usd": 295
              },
              {
                "provider": "wizium",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$590/mo",
                "monthly_usd": 590
              },
              {
                "provider": "wizium",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,090/mo",
                "monthly_usd": 1090
              },
              {
                "provider": "wizium",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,990/mo",
                "monthly_usd": 1990
              },
              {
                "provider": "wizium",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,000 / month per product",
                "monthly_usd": 2000
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "wizium",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$30 / report",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "listinggood_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3 stars",
                "monthly_usd": null
              },
              {
                "provider": "listinggood_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "10 stars",
                "monthly_usd": null
              },
              {
                "provider": "listinggood_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3 stars",
                "monthly_usd": null
              },
              {
                "provider": "listinggood_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 star per marketplace",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "adzviser_amazon_seller_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "agentcentral",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "ai_copilot_amazon",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "amz_vault",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Let's Talk",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 14,
          "normalized_observations": 34,
          "comparable_providers": 13,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 4,
            "usage_not_monthly": 4,
            "unrankable_or_unparseable": 2,
            "one_time": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 0,
      "enterprise": 5,
      "team_sme": 0,
      "individual": 0
    },
    "billingMix": {
      "subscription": 11,
      "free": 1,
      "freemium": 4,
      "contact_sales": 2
    },
    "freeTierShare": 0.28,
    "medianLowestUsd": 48.99
  },
  "movement": {
    "niche": "amazon-seller-automation",
    "sector": "ecommerce-retail",
    "pricedNow": 13,
    "pairs": 9,
    "repriced": [
      {
        "handle": "epinium",
        "from": 178.2,
        "to": 178.32,
        "pct": 0.1
      }
    ],
    "newlyPriced": [
      "amzscout_skill_mcp",
      "ecommerce_data_api",
      "seller_labs_mcp"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all up (avg +0%); 3 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": -0.41
      },
      {
        "day": "2026-09-20",
        "index": 99.585,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 99.585,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 99.585,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 99.585,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 99.585,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 99.585,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 99.585,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": -3.83
      },
      {
        "day": "2026-10-03",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 95.769,
        "pairs": 18,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 95.769,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 95.769,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 95.769,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 95.769,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 95.769,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 95.769,
        "pairs": 21,
        "dayChangePct": 0
      }
    ],
    "latest": 95.769,
    "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": "agentcentral",
      "name": "agentcentral",
      "url": "https://agentcentral.to/amazon-seller-central-mcp",
      "short_summary": "provides hosted MCP server access to Amazon Seller Central and Amazon Ads data for AI clients",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 39,
            "monthly_usd": 39,
            "commitment": "monthly",
            "basis": "$39/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 32.5,
            "total_native": 390
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$39/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$32.50/mo billed annually ($390/yr)",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Growth",
              "price": "$69/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth (annual billing)",
              "price": "$57.50/mo billed annually ($690/yr)",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Scale",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale (annual billing)",
              "price": "$82.50/mo billed annually ($990/yr)",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$199/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business (annual billing)",
              "price": "$132.50/mo billed annually ($1,590/yr)",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo; $32.5/mo equivalent billed annually",
        "summary": "From $39/mo; $32.5/mo equivalent billed annually. Agent Central offers monthly order-volume subscriptions from $39/mo for up to 1,000 orders, with annual billing available at 10× the monthly price and Enterprise pricing custom."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "datadoe_mcp",
      "name": "datadoe-mcp",
      "url": "https://datadoe.com/",
      "short_summary": "Provides AI-native data layer for Amazon sellers to connect Amazon SP-API and Ads API data to AI assistants and build custom tools",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Base Plan",
            "monthly_native": 97,
            "monthly_usd": 97,
            "commitment": "monthly",
            "basis": "$97/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Base Plan",
              "price": "$97 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 97,
        "monthly_usd": 97,
        "headline": "From $97/mo",
        "summary": "From $97/mo. DataDoe offers one $97/month plan with a 14-day free trial and includes Amazon data access, MCP/API, unlimited connections, and related features."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "sellerguide",
      "name": "sellerguide",
      "url": "https://sellerguide.ru",
      "short_summary": "marketplace consulting and management for Ozon, Wildberries and Yandex Market sellers including SEO optimization, advertising management, product card creation…",
      "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": "webotee_amazon_mcp",
      "name": "webotee-amazon-mcp",
      "url": "https://www.webotee.com/amazon-product-research-mcp",
      "short_summary": "provides Amazon marketplace research data and seller intelligence through AI chat interfaces",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Webotee Starter",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Webotee Starter",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scout",
              "price": "$89/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scout Pro",
              "price": "$179/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scout + Protect",
              "price": "$295/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo",
        "summary": "From $29/mo. Webotee offers four self-serve monthly subscription plans from $29/mo to $295/mo, with a 7-day free trial and increasing research, tracking, marketplace, and protection features."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ai_copilot_amazon",
      "name": "AI Copilot for Amazon Ads",
      "url": "https://merchjar.com/lp/ai-copilot-amazon-ads",
      "short_summary": "automates and optimizes Amazon Ads campaigns by building strategies and workflows from plain English descriptions",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Standard",
            "monthly_native": 199,
            "monthly_usd": 199,
            "commitment": "monthly",
            "basis": "$199/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Standard",
              "price": "$199/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "$399/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Partner",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 199,
        "monthly_usd": 199,
        "headline": "From $199/mo",
        "summary": "From $199/mo. Freemium SaaS with 14-day free trial; paid plans start at $199/month (billed annually) for Standard tier with $7,500 monthly ad spend included, or $399/month for Premium with $20,000 included."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "amazon_intel_mcp",
      "name": "Amazon Intel",
      "url": "https://smithery.ai/server/janmacher02-xl8y/amazon-intel-mcp",
      "short_summary": "AI-powered Amazon product research and competitive intelligence. Search products, analyze Best Seller Rank trends, compare competitors, track pricing history w…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied homepage context."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "amz_vault",
      "name": "Amz Vault",
      "url": "https://amz-vault.com",
      "short_summary": "Amazon Seller Central + Amazon Ads for AI clients. Settlement-accurate P&L (every fee, refund and reimbursement as Amazon actually posted it), full Sponsored P…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Vault",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Vault",
              "price": "$49/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Vault Portfolio",
              "price": "Let's Talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "From $49/mo",
        "summary": "From $49/mo. AMZ Vault costs $49/mo for one Amazon account with all marketplaces and features included, while multi-account Portfolio pricing requires contacting sales."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "amzscout_skill_mcp",
      "name": "Amzscout Skill",
      "url": "https://learn.amzscout.net/amazon-product-api-for-ai-agents",
      "short_summary": "# AMZScout Skill + MCP\n\nAI-powered Amazon product research and market analysis, right from your MCP client.\n\n## What you can do\n- **Product research** -  analy…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "1M TOKENS",
            "monthly_native": 39,
            "monthly_usd": 39,
            "commitment": "monthly",
            "basis": "$39/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "1M TOKENS",
              "price": "$39/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "5M TOKENS",
              "price": "$195",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unspecified token plan",
              "price": "$780",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. Public pricing starts at $39/month for 1M tokens, with higher token plans shown at $99/month and $199/month alongside higher reference prices."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "arbitragex",
      "name": "Arbitragex",
      "url": "https://arbitragex.de/ki-assistent",
      "short_summary": "Free tools for Amazon.de sellers: referral fee by category (official Seller Central fee table), FBA fee estimate from real fees of comparable items, profit, ma…",
      "price": {
        "commercial": {
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "Arbitragex KI-Assistent / MCP-Server",
              "price": "0EUR",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Der Arbitragex-KI-Assistent beziehungsweise MCP-Server wird kostenlos ohne Anmeldung oder API-Schlüssel angeboten."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ecommerce_data_api",
      "name": "Ecommerce Data",
      "url": "https://ecommercedataapi.com/en/docs/mcp",
      "short_summary": "Amazon product, keyword, sales estimate, reverse ASIN, market and trademark data for agents. 46 endpoints across 13 marketplaces; all tools are read-only.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$9 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$79 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "From $9/mo",
        "summary": "From $9/mo. Monthly subscriptions start at $9 for 900 API calls, with higher tiers at $29 and $79; per-call rates decrease by plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/amazon-seller-automation",
  "summary": {
    "niche": "amazon-seller-automation",
    "sector": "ecommerce-retail",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $49/mo (7 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "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": 7,
          "reliability": "medium",
          "median": 49,
          "p25": 39,
          "p75": 88,
          "status": "ok"
        },
        {
          "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": 6,
          "reliability": "medium",
          "median": 124,
          "p25": 84,
          "p75": 183.5,
          "status": "ok"
        },
        {
          "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": 5,
          "reliability": "medium",
          "median": 29,
          "p25": 9,
          "p75": 39,
          "status": "ok"
        },
        {
          "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": 2000,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 1540,
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            289.56,
            590
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "amazon-seller-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/amazon-seller-automation",
    "counts": {
      "listings_with_price_capture": 31,
      "listings_with_observed_public_price": 18,
      "providers_with_numeric_monthly_price_latest_scan": 13,
      "like_for_like_comparable_pairs": 9
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": -4.2,
        "driver": "amz_vault's \"Vault\" $99→$49 (-51%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 5,
        "plan_observation_count": 5,
        "data_confidence": 0.38,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.25,
          "provider_count": 5,
          "plan_observation_count": 5
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "ecommerce_data_api",
            "usd": 9
          },
          {
            "provider": "flipintel",
            "usd": 9
          },
          {
            "provider": "webotee_amazon_mcp",
            "usd": 29
          },
          {
            "provider": "agentcentral",
            "usd": 39
          },
          {
            "provider": "adzviser_amazon_seller_mcp",
            "usd": 48.99
          }
        ],
        "p25": 9,
        "p75": 39
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 88,
        "provider_count": 10,
        "plan_observation_count": 12,
        "data_confidence": 0.79,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.6,
          "provider_count": 10,
          "plan_observation_count": 12
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "ecommerce_data_api",
            "usd": 29
          },
          {
            "provider": "amzscout_skill_mcp",
            "usd": 39
          },
          {
            "provider": "seller_labs_mcp",
            "usd": 39
          },
          {
            "provider": "amz_vault",
            "usd": 49
          },
          {
            "provider": "flipintel",
            "usd": 79
          },
          {
            "provider": "datadoe_mcp",
            "usd": 97
          },
          {
            "provider": "webotee_amazon_mcp",
            "usd": 134
          },
          {
            "provider": "ai_copilot_amazon",
            "usd": 299
          },
          {
            "provider": "wizium",
            "usd": 2000
          },
          {
            "provider": "buycast",
            "usd": 2499
          }
        ],
        "p25": 41.5,
        "p75": 257.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 172,
        "provider_count": 8,
        "plan_observation_count": 11,
        "data_confidence": 0.64,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.55,
          "provider_count": 8,
          "plan_observation_count": 11
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "flipintel",
            "usd": 29
          },
          {
            "provider": "ecommerce_data_api",
            "usd": 79
          },
          {
            "provider": "agentcentral",
            "usd": 99
          },
          {
            "provider": "adzviser_amazon_seller_mcp",
            "usd": 148.99
          },
          {
            "provider": "amzscout_skill_mcp",
            "usd": 195
          },
          {
            "provider": "epinium",
            "usd": 289.56
          },
          {
            "provider": "webotee_amazon_mcp",
            "usd": 295
          },
          {
            "provider": "wizium",
            "usd": 590
          }
        ],
        "p25": 94,
        "p75": 290.92
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1225.43,
        "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": "amzscout_skill_mcp",
            "usd": 780
          },
          {
            "provider": "epinium",
            "usd": 910.86
          },
          {
            "provider": "wizium",
            "usd": 1540
          },
          {
            "provider": "buycast",
            "usd": 4499.5
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 31,
      "listings_with_observed_public_price": 18,
      "normalized_observations": 34,
      "comparable_providers": 13,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 4,
        "usage_not_monthly": 4,
        "unrankable_or_unparseable": 2,
        "one_time": 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": 4,
      "usage_not_monthly": 4,
      "unrankable_or_unparseable": 2,
      "one_time": 1
    },
    "billing_mix": {
      "subscription": 11,
      "free": 1,
      "freemium": 4,
      "contact_sales": 2
    },
    "free_tier_share": 0.28,
    "top_providers": [
      {
        "agent_id": "agentcentral",
        "name": "agentcentral",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 39,
              "monthly_usd": 39,
              "commitment": "monthly",
              "basis": "$39/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Starter (annual billing)",
              "monthly_equivalent_native": 32.5,
              "total_native": 390
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "$39/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter (annual billing)",
                "price": "$32.50/mo billed annually ($390/yr)",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Growth",
                "price": "$69/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Growth (annual billing)",
                "price": "$57.50/mo billed annually ($690/yr)",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Scale",
                "price": "$99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale (annual billing)",
                "price": "$82.50/mo billed annually ($990/yr)",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Business",
                "price": "$199/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Business (annual billing)",
                "price": "$132.50/mo billed annually ($1,590/yr)",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "From $39/mo; $32.5/mo equivalent billed annually",
          "summary": "From $39/mo; $32.5/mo equivalent billed annually. Agent Central offers monthly order-volume subscriptions from $39/mo for up to 1,000 orders, with annual billing available at 10× the monthly price and Enterprise pricing custom."
        },
        "observed": true
      },
      {
        "agent_id": "datadoe_mcp",
        "name": "datadoe-mcp",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Base Plan",
              "monthly_native": 97,
              "monthly_usd": 97,
              "commitment": "monthly",
              "basis": "$97/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Base Plan",
                "price": "$97 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 97,
          "monthly_usd": 97,
          "headline": "From $97/mo",
          "summary": "From $97/mo. DataDoe offers one $97/month plan with a 14-day free trial and includes Amazon data access, MCP/API, unlimited connections, and related features."
        },
        "observed": true
      },
      {
        "agent_id": "sellerguide",
        "name": "sellerguide",
        "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": "webotee_amazon_mcp",
        "name": "webotee-amazon-mcp",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Webotee Starter",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Webotee Starter",
                "price": "$29/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scout",
                "price": "$89/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scout Pro",
                "price": "$179/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scout + Protect",
                "price": "$295/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "From $29/mo",
          "summary": "From $29/mo. Webotee offers four self-serve monthly subscription plans from $29/mo to $295/mo, with a 7-day free trial and increasing research, tracking, marketplace, and protection features."
        },
        "observed": true
      },
      {
        "agent_id": "ai_copilot_amazon",
        "name": "AI Copilot for Amazon Ads",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Standard",
              "monthly_native": 199,
              "monthly_usd": 199,
              "commitment": "monthly",
              "basis": "$199/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Standard",
                "price": "$199/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Premium",
                "price": "$399/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Partner",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 199,
          "monthly_usd": 199,
          "headline": "From $199/mo",
          "summary": "From $199/mo. Freemium SaaS with 14-day free trial; paid plans start at $199/month (billed annually) for Standard tier with $7,500 monthly ad spend included, or $399/month for Premium with $20,000 included."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "amazon-seller-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "amazon-seller-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agentcentral"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agentcentral"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}