Company Intelligence Agent

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    "provider_type_methodology_published_at": "2026-07-31",
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                "provider": "sixtyfour_intelligence",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "xcircl",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 13,
          "normalized_observations": 37,
          "comparable_providers": 11,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 7,
            "promo": 1,
            "unrankable_or_unparseable": 1,
            "usage_not_monthly": 3,
            "one_time": 1,
            "free_or_zero": 2,
            "range": 2
          }
        }
      }
    },
    "billingMix": {
      "freemium": 8,
      "subscription": 3,
      "usage": 4,
      "free": 2
    },
    "freeTierShare": 0.59,
    "medianLowestUsd": 49
  },
  "movement": {
    "niche": "company-intelligence-agent",
    "sector": "research-knowledge-work",
    "pricedNow": 11,
    "pairs": 8,
    "repriced": [
      {
        "handle": "nordic_data_mcp",
        "from": 30.67,
        "to": 30.75,
        "pct": 0.3
      },
      {
        "handle": "gitdealflow_signal",
        "from": 56.4,
        "to": 56.5,
        "pct": 0.2
      },
      {
        "handle": "datahyena",
        "from": 28.78,
        "to": 28.82,
        "pct": 0.1
      }
    ],
    "newlyPriced": [
      "entity_verification",
      "coresignal_agentic_search",
      "gp_intel"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 3 agents repriced — all up (avg +0.1%); 3 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-08",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 28,
        "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": "bizverify",
      "name": "BizVerify",
      "url": "https://bizverify.co/mcp/",
      "short_summary": "business entity verification",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "BizVerify is free during beta with 50 monthly credits, while credits are consumed per verification and search operation."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "company_search",
      "name": "Canonical Company Search",
      "url": "https://trycanonical.ai",
      "short_summary": "searches and finds companies based on natural language queries, returning structured shortlists with evidence-backed matches",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 100,
        "monthly_usd": 100,
        "headline": "From $100/mo",
        "summary": "From $100/mo. Canonical offers pay-as-you-go access with free starter credits and monthly Starter and Pro subscriptions priced at $100/mo and $600/mo."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "gp_intel",
      "name": "Gp Intel",
      "url": "https://www.gp-intel.com/",
      "short_summary": "Verified European private equity ownership data: who owns a company, PE firm portfolios, exits by year. 21,000+ companies, 900+ GPs, hand-checked, source link…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 33.44,
        "monthly_usd": 38.56,
        "headline": "Free tier, then from $33.44/mo",
        "summary": "Free tier, then from $33.44/mo. GP Intel offers free browsing with a paid Pro subscription at €29 per month or €290 billed annually."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "insourcia",
      "name": "Insourcia",
      "url": "https://insourcia.io",
      "short_summary": "provides French company intelligence, financial analysis, and business data search",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage advertises free access but provides no observable subscription prices or plan details."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "nimistu",
      "name": "Nimistu",
      "url": "https://nimistu.ee/en/mcp",
      "short_summary": "**Free, no-API-key** MCP server over [nimistu.ee](https://nimistu.ee) open data — query any Estonian **company, person, beneficial owner, trademark, or activit…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The MCP service is explicitly described as free with no API key required."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "nordic_data_mcp",
      "name": "Nordic Data",
      "url": "https://addonnordic.com",
      "short_summary": "provides Nordic and EU business data lookup, KYB verification, sanctions screening, VAT validation, and company information retrieval",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 30.75,
        "monthly_usd": 4.75,
        "headline": "Free tier, then from $30.75/mo",
        "summary": "Free tier, then from $30.75/mo. AddOn Nordic offers a permanent free tier, paid monthly plans from 199 DKK/month, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "openregistry",
      "name": "OpenRegistry",
      "url": "https://openregistry.sophymarine.com",
      "short_summary": "provides real-time direct access to unmodified data and raw filings from 30 official government registries",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage exposes a $0 offer, but does not specify a billing period or plan details."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "strale_agent_tools",
      "name": "Strale",
      "url": "https://strale.dev",
      "short_summary": "provides verified data capabilities for AI agents including company registries, compliance screening, payment validation, and document processing",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Strale offers five permanently free capabilities with usage-based pricing from €0.02 per call for broader access and bundled solutions."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "venturu_mcp",
      "name": "Venturu",
      "url": "https://www.venturu.com/venturu-mcp",
      "short_summary": "searches marketplace for businesses up for sale and connects users with brokers and sellers",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or usage pricing for the Venturu MCP connection is shown; the site states that searching and AI insights are free."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bassethound",
      "name": "Bassethound",
      "url": "https://bassethound.ai",
      "short_summary": "Sniff out deep intelligence on any domain\n\nBassethound is company intelligence for AI agents. Point it at any domain and get back one correlated, source-linked…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49.99,
        "monthly_usd": 49.99,
        "headline": "Free tier, then from $49.99/mo",
        "summary": "Free tier, then from $49.99/mo. Bassethound offers a permanent free tier, a $49.99/month Pro plan, a $149/month Business plan, and custom-priced Enterprise service."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "fiber_ai",
      "name": "Fiber Ai",
      "url": "https://fiber.ai/apis",
      "short_summary": "provides data APIs for enriching, searching, and tracking companies, people, and jobs for AI sales, recruiting, and growth products",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1000,
        "monthly_usd": 1000,
        "headline": "From $1000/mo",
        "summary": "From $1000/mo. Fiber AI publicly lists monthly subscriptions from $1,000/mo for partial enriched datasets to $2,000/mo for bulk API search."
      },
      "home_niche": "business-research-enrichment",
      "also_covers": true,
      "upvotes": 1
    },
    {
      "agent_id": "aperture_vertex",
      "name": "Aperture Vertex",
      "url": "https://aperture.ai/",
      "short_summary": "AI-powered growth strategy platform that maps company capabilities to markets, customers, and opportunities. Combines proprietary data mining, AI workflows, an…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing was observed on the homepage."
      },
      "home_niche": "market-intelligence-research",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "apex_arena",
      "name": "Apex Arena",
      "url": "https://arena.apexfdn.xyz",
      "short_summary": "Operator workspace for crypto/Web3 founders with AI-powered copilots for due diligence scoring, portfolio matching, fund discovery, hackathon tracking, and jur…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing or subscription plans are shown on the homepage."
      },
      "home_niche": "business-research-enrichment",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "cbinsights",
      "name": "Cbinsights",
      "url": "https://www.cbinsights.com",
      "short_summary": "Predictive intelligence platform with AI agents for company discovery, analysis, and M&A due diligence. Provides ChatCBI LLM, company analysis agents, and inte…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public subscription pricing is shown in the available homepage content."
      },
      "home_niche": "market-intelligence-research",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "hermes_export_skills",
      "name": "Hermes Export Skills",
      "url": "https://github.com/Xuxchloris/hermes-export-skills",
      "short_summary": "Agent skills package for B2B export workflows. Automates customer discovery, company research, scoring, outreach letter generation, and quote export for intern…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The repository describes an MIT-licensed open-source skills package but provides no observed product pricing."
      },
      "home_niche": "outbound-sales-sdr",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/company-intelligence-agent",
  "summary": {
    "niche": "company-intelligence-agent",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $131/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": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 8,
          "reliability": "medium",
          "median": 130.93,
          "p25": 86.75,
          "p75": 212.14,
          "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": 7,
          "reliability": "medium",
          "median": 49,
          "p25": 46.73,
          "p75": 425,
          "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": 281.18,
          "p25": 158.59,
          "p75": 505.5,
          "status": "ok"
        },
        {
          "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": [
            395.58,
            2000
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "company-intelligence-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/company-intelligence-agent",
    "counts": {
      "listings_with_price_capture": 33,
      "listings_with_observed_public_price": 17,
      "providers_with_numeric_monthly_price_latest_scan": 11,
      "like_for_like_comparable_pairs": 8
    },
    "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": 74.5,
        "provider_count": 8,
        "plan_observation_count": 10,
        "data_confidence": 0.63,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.5,
          "provider_count": 8,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "nordic_data_mcp",
            "usd": 29.85
          },
          {
            "provider": "datahyena",
            "usd": 44.46
          },
          {
            "provider": "fylings",
            "usd": 49
          },
          {
            "provider": "companyenrich_mcp",
            "usd": 49
          },
          {
            "provider": "company_search",
            "usd": 100
          },
          {
            "provider": "xcircl",
            "usd": 750
          },
          {
            "provider": "entity_verification",
            "usd": 910.86
          },
          {
            "provider": "coresignal_agentic_search",
            "usd": 2599.5
          }
        ],
        "p25": 47.87,
        "p75": 790.22
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 149,
        "provider_count": 9,
        "plan_observation_count": 13,
        "data_confidence": 0.73,
        "data_confidence_basis": {
          "provider_component": 0.75,
          "observation_component": 0.65,
          "provider_count": 9,
          "plan_observation_count": 13
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "gp_intel",
            "usd": 33.06
          },
          {
            "provider": "bassethound",
            "usd": 49.99
          },
          {
            "provider": "xcircl",
            "usd": 99
          },
          {
            "provider": "entity_verification",
            "usd": 112.86
          },
          {
            "provider": "companyenrich_mcp",
            "usd": 149
          },
          {
            "provider": "nordic_data_mcp",
            "usd": 149.85
          },
          {
            "provider": "fylings",
            "usd": 399
          },
          {
            "provider": "coresignal_agentic_search",
            "usd": 499
          },
          {
            "provider": "company_search",
            "usd": 600
          }
        ],
        "p25": 99,
        "p75": 399
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 385.29,
        "provider_count": 8,
        "plan_observation_count": 13,
        "data_confidence": 0.66,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.65,
          "provider_count": 8,
          "plan_observation_count": 13
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "datahyena",
            "usd": 112.86
          },
          {
            "provider": "bassethound",
            "usd": 149
          },
          {
            "provider": "nordic_data_mcp",
            "usd": 187.35
          },
          {
            "provider": "xcircl",
            "usd": 375
          },
          {
            "provider": "gitdealflow_signal",
            "usd": 395.58
          },
          {
            "provider": "companyenrich_mcp",
            "usd": 549
          },
          {
            "provider": "entity_verification",
            "usd": 1652.43
          },
          {
            "provider": "coresignal_agentic_search",
            "usd": 2000
          }
        ],
        "p25": 177.76,
        "p75": 824.86
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 33,
      "listings_with_observed_public_price": 17,
      "normalized_observations": 37,
      "comparable_providers": 11,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 7,
        "promo": 1,
        "unrankable_or_unparseable": 1,
        "usage_not_monthly": 3,
        "one_time": 1,
        "free_or_zero": 2,
        "range": 2
      }
    },
    "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": 7,
      "promo": 1,
      "unrankable_or_unparseable": 1,
      "usage_not_monthly": 3,
      "one_time": 1,
      "free_or_zero": 2,
      "range": 2
    },
    "billing_mix": {
      "freemium": 8,
      "subscription": 3,
      "usage": 4,
      "free": 2
    },
    "free_tier_share": 0.59,
    "top_providers": [
      {
        "agent_id": "bizverify",
        "name": "BizVerify",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "BizVerify is free during beta with 50 monthly credits, while credits are consumed per verification and search operation."
        },
        "observed": true
      },
      {
        "agent_id": "company_search",
        "name": "Canonical Company Search",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": 100,
          "monthly_usd": 100,
          "headline": "From $100/mo",
          "summary": "From $100/mo. Canonical offers pay-as-you-go access with free starter credits and monthly Starter and Pro subscriptions priced at $100/mo and $600/mo."
        },
        "observed": true
      },
      {
        "agent_id": "gp_intel",
        "name": "Gp Intel",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 33.44,
          "monthly_usd": 38.56,
          "headline": "Free tier, then from $33.44/mo",
          "summary": "Free tier, then from $33.44/mo. GP Intel offers free browsing with a paid Pro subscription at €29 per month or €290 billed annually."
        },
        "observed": true
      },
      {
        "agent_id": "insourcia",
        "name": "Insourcia",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The homepage advertises free access but provides no observable subscription prices or plan details."
        },
        "observed": false
      },
      {
        "agent_id": "nimistu",
        "name": "Nimistu",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "The MCP service is explicitly described as free with no API key required."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "company-intelligence-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "company-intelligence-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "bizverify"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "bizverify"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}