Amazon Seller Automation

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    "provider_type_methodology_published_at": "2026-07-31",
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      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "repricing",
    "narrative": "Genuine repricing: 2 agents repriced — 1 up, 1 down."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 22,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "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": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. Agentcentral offers monthly subscription tiers based on Amazon order volume, starting at $39/mo for up to 1,000 orders, with custom Enterprise pricing above 20,000 orders."
      },
      "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": {
        "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": {
        "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 199,
        "monthly_usd": 199,
        "headline": "Free tier, then from $199/mo",
        "summary": "Free tier, then 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": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as You Go plan with usage credits, and custom pricing for enterprise features."
      },
      "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": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "AMZScout offers three non-subscription token packages priced at $39, $99, and $199 for 1M, 5M, and 20M tokens respectively, each with a 30-day usage period."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "flipintel",
      "name": "Flipintel",
      "url": "https://flipintel.net",
      "short_summary": "Use these tools to answer business questions about ebay sales performance, product rankings, and fee impact. You can even create bundles based on active listin…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "From $9/mo",
        "summary": "From $9/mo. Flipintel offers three subscription plans from $9/month to $79/month, each with a seven-day free trial."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "mu_mcp",
      "name": "Mu",
      "url": "https://wearmu.com",
      "short_summary": "MU is an AI-autonomous goods brand. Any agent can open a store, generate a design from a prompt (or upload artwork), and create real, shippable products across…",
      "price": {
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": 301.3,
        "monthly_usd": 1.89,
        "headline": "From $301.3/mo",
        "summary": "From $301.3/mo. MU publicly lists a one-time ¥48,000 price for its MUGEN Founder Edition, with additional standard apparel items on the homepage priced from ¥3,800 to ¥7,800."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "woocommerce_mcp_hegetiby",
      "name": "WooCommerce Store Manager",
      "url": "https://smithery.ai/server/hegetiby-jwao/woocommerce-mcp-hegetiby",
      "short_summary": "Give Claude full control of your WooCommerce store. Browse products, manage orders, update inventory, handle customers, and run your shop through natural langu…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as You Go plan with usage credits and overage charges, and custom enterprise pricing."
      },
      "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 · Individual median $10/mo (8 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 8,
          "reliability": "medium",
          "median": 10,
          "p25": 10,
          "p75": 31.5,
          "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": 4,
          "reliability": "low",
          "median": 124,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 97,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            199,
            299
          ]
        },
        {
          "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": [
            79,
            289.56
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "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": 27,
      "listings_with_observed_public_price": 19,
      "providers_with_numeric_monthly_price_latest_scan": 14,
      "like_for_like_comparable_pairs": 14
    },
    "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": 10,
        "provider_count": 8,
        "plan_observation_count": 8,
        "data_confidence": 0.61,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.4,
          "provider_count": 8,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "flipintel",
            "usd": 9
          },
          {
            "provider": "woocommerce_mcp_hegetiby",
            "usd": 10
          },
          {
            "provider": "amazon_intel_mcp",
            "usd": 10
          },
          {
            "provider": "aws_marketplace_1",
            "usd": 10
          },
          {
            "provider": "gumroad",
            "usd": 10
          },
          {
            "provider": "webotee_amazon_mcp",
            "usd": 29
          },
          {
            "provider": "agentcentral",
            "usd": 39
          },
          {
            "provider": "adzviser_amazon_seller_mcp",
            "usd": 48.99
          }
        ],
        "p25": 10,
        "p75": 31.5
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 134,
        "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": "flipintel",
            "usd": 79
          },
          {
            "provider": "datadoe_mcp",
            "usd": 97
          },
          {
            "provider": "webotee_amazon_mcp",
            "usd": 134
          },
          {
            "provider": "buycast",
            "usd": 199
          },
          {
            "provider": "ai_copilot_amazon",
            "usd": 299
          }
        ],
        "p25": 97,
        "p75": 199
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 124,
        "provider_count": 6,
        "plan_observation_count": 9,
        "data_confidence": 0.49,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.45,
          "provider_count": 6,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "flipintel",
            "usd": 29
          },
          {
            "provider": "buycast",
            "usd": 79
          },
          {
            "provider": "agentcentral",
            "usd": 99
          },
          {
            "provider": "adzviser_amazon_seller_mcp",
            "usd": 148.99
          },
          {
            "provider": "epinium",
            "usd": 289.56
          },
          {
            "provider": "webotee_amazon_mcp",
            "usd": 295
          }
        ],
        "p25": 84,
        "p75": 254.42
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 27,
      "listings_with_observed_public_price": 19,
      "normalized_observations": 25,
      "comparable_providers": 12,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "unrankable_or_unparseable": 2,
        "free_or_zero": 4,
        "ambiguous_cadence": 12,
        "promo": 1,
        "usage_not_monthly": 3
      }
    },
    "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": {
      "unrankable_or_unparseable": 2,
      "free_or_zero": 4,
      "ambiguous_cadence": 12,
      "promo": 1,
      "usage_not_monthly": 3
    },
    "billing_mix": {
      "subscription": 9,
      "freemium": 6,
      "contact_sales": 1,
      "one-time": 1,
      "free": 1,
      "usage": 1
    },
    "free_tier_share": 0.37,
    "top_providers": [
      {
        "agent_id": "agentcentral",
        "name": "agentcentral",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "From $39/mo",
          "summary": "From $39/mo. Agentcentral offers monthly subscription tiers based on Amazon order volume, starting at $39/mo for up to 1,000 orders, with custom Enterprise pricing above 20,000 orders."
        },
        "observed": true
      },
      {
        "agent_id": "datadoe_mcp",
        "name": "datadoe-mcp",
        "price": {
          "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": {
          "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": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 199,
          "monthly_usd": 199,
          "headline": "Free tier, then from $199/mo",
          "summary": "Free tier, then 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"
      }
    ]
  }
}