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RFP Response

Query this niche via MCPmarket_report({ query: "RFP Response", response_mode: "summary" })
active marketmarket pulse 59/100commercial money present0 new builders in 30d12 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$147/mo
$56–$399 middle half · 3 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $147
Proposal Biz · $19
Rfp Ai · $56
Bid Guide · $99
Proposal Biz · $39
Rfp Ai · $147
Bid Guide · $399
Rfp Ai · $512
Bid Guide · $2,500
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median

All plans

8 priced
Providervs its cohort medianMonthly
Proposal Bizagent
$19 below
Proposal Bizagent
$39 below
Rfp Aiagent
$56 below
Bid Guideagent
$99 below
Rfp Aiagent
$147 ~median
Bid Guideagent
$399 above
Rfp Aiagent
$512 above
Bid Guideagent
$2,500 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of RFP Response (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "rfp-response",
  "parent_sector": "sales-marketing-revops",
  "provider_type_pricing": {
    "slug": "rfp-response",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 76.89,
      "p25": null,
      "p75": null,
      "providers": 4
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    "by_provider_type": {
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        "publishable": true,
        "confidence": "provisional"
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "sparse",
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  "market_pulse": {
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    "drivers": [
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    "price_move_30d_pct": 6.7,
    "money_share": 0.7,
    "entry_rate": 0.058823529411764705,
    "alive_share": 1
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    "comparable_agents": 8,
    "quarantined_agents": 0,
    "confidence": "high",
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    "byTierCohorts": {
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                "provider": "rfprfi_response_ai_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 7,
          "normalized_observations": 13,
          "comparable_providers": 4,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "unrankable_or_unparseable": 3,
            "usage_not_monthly": 2,
            "one_time": 4,
            "ambiguous_cadence": 7
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 0,
      "individual": 0,
      "enterprise": 2,
      "team_sme": 0
    },
    "billingMix": {
      "subscription": 3,
      "contact_sales": 4,
      "freemium": 3
    },
    "freeTierShare": 0.3,
    "medianLowestUsd": 80.13
  },
  "movement": {
    "niche": "rfp-response",
    "sector": "sales-marketing-revops",
    "pricedNow": 4,
    "pairs": 4,
    "repriced": [
      {
        "handle": "rfp_ai",
        "from": 43.68,
        "to": 54.78,
        "pct": 25.4
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "rfprfi_response_ai_agent"
    ],
    "likeForLikePct": 5.8,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all up (avg +5.8%); 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 10,
        "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": "bidforge63_mcp",
      "name": "Bidforge63",
      "url": "https://bidforge63-api.agentweb-hub.workers.dev/",
      "short_summary": "Autonomous tender and RFP bid workflow for agencies, freelancers and companies. Extract atomic requirements, deadlines and evaluation criteria from tender text…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Free",
              "per": "per unit",
              "text": "$10 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "10 requests/day free",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$10 per unit (usage-based)",
        "summary": "$10 per unit (usage-based). The service explicitly offers 10 free requests per day, while paid pricing is linked through Gumroad but not publicly shown here."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "rfprfi_response_ai_agent",
      "name": "RFP/RFI Response AI Agent",
      "url": "https://domo.com/ai/agents/rfp-rfi-response-ai-agent",
      "short_summary": "Automates RFP/RFI responses by matching questions against a governed knowledge base of past responses, product docs, and pricing, then generating consistent dr…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free Trial",
              "price": "Free trial",
              "kind": "trial"
            },
            {
              "name": "Custom Pricing",
              "price": "Custom pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Domo offers a 30-day free trial and directs buyers to contact sales for custom pricing thereafter."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ademero_rfp_automation",
      "name": "Ademero Rfp Automation",
      "url": "https://ademero.com/ai-demos/rfp-response",
      "short_summary": "AI-powered tool that automates RFP response processes by extracting requirements, mapping company capabilities, generating compliant responses, and creating co…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "CapturePoint 6",
              "price": "Contact sales",
              "kind": "custom"
            },
            {
              "name": "Content Central",
              "price": "Contact sales",
              "kind": "custom"
            },
            {
              "name": "Nucleus One",
              "price": "Contact sales",
              "kind": "custom"
            },
            {
              "name": "Paige",
              "price": "Contact sales",
              "kind": "custom"
            },
            {
              "name": "Cortexa",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Ademero does not publish numeric prices; products are quoted based on setup, users, scanning stations, document volume, servers, or workload, with free trials or free starts mentioned for some products."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "bid_guide",
      "name": "Bid Guide",
      "url": "https://bid.guide/",
      "short_summary": "AI-native tender platform for GCC and North America that provides win-score predictions, AI proposal writing, and procurement intelligence. Helps businesses di…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Tender Issuers Starter",
            "monthly_native": 99,
            "monthly_usd": 99,
            "commitment": "monthly",
            "basis": "$99/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Managed Lite",
              "per": "per bid",
              "text": "$2,500 per bid"
            },
            {
              "line": "Managed Pro",
              "per": "per bid",
              "text": "$5,000 per bid"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Bidders Starter",
              "price": "Free forever",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Bidders Professional",
              "price": "$299/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Bidders Enterprise",
              "price": "$2,500+/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Tender Issuers Starter",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Tender Issuers Professional",
              "price": "$499/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Tender Issuers Enterprise",
              "price": "$1,999/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Managed Lite",
              "price": "$2,500/bid",
              "kind": "usage_rate",
              "unit": "bid",
              "billed": "usage"
            },
            {
              "name": "Managed Pro",
              "price": "$5,000/bid",
              "kind": "usage_rate",
              "unit": "bid",
              "billed": "usage"
            },
            {
              "name": "Managed Strategic",
              "price": "$5,000/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free plan; paid from $99/mo",
        "summary": "Free plan; paid from $99/mo. Bid.Guide offers a permanent free bidder tier, paid bidder and issuer subscriptions from $99/mo, and managed procurement priced per bid or at $5,000/mo for strategic bids."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "bidmaster_pro",
      "name": "Bidmaster Pro",
      "url": "https://github.com/guangshu100/BidMaster-Pro",
      "short_summary": "End-to-end AI agent platform for intelligent bidding automation. Automates tender interpretation, proposal generation, compliance checking, and document format…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or billing terms are shown in the supplied homepage content, and the pricing page was unavailable."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "crmit_rfp_response_assistant",
      "name": "Crmit Rfp Response Assistant",
      "url": "https://crmit.com/agentic-ai/rfp-win-assistant.html",
      "short_summary": "AI agent that auto-drafts RFP responses from past winning proposals, aligns content with deal strategies, verifies compliance, and suggests improvements. Built…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or subscription rates are shown for the RFP Response Assistant or Agent Success Value Plan."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "deeprfp",
      "name": "Deeprfp",
      "url": "https://deeprfp.com/",
      "short_summary": "AI-powered RFP response automation platform that analyzes RFPs, organizes proposal files, and drafts compliant responses from company content. Built for propos…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 89,
            "monthly_usd": 89,
            "commitment": "monthly",
            "basis": "$89 per user/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Pro",
              "price": "$ 89 per user, per month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            },
            {
              "name": "Elite",
              "price": "$ 149 per user, per month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 89,
        "monthly_usd": 89,
        "headline": "From $89/mo ($89 per user/month × 1)",
        "summary": "From $89/mo ($89 per user/month × 1). DeepRFP offers Pro at $89 per user per month and Elite at $149 per user per month, with a free trial and discounted yearly plans available."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "inventive_ai",
      "name": "Inventive Ai",
      "url": "https://inventive.ai/",
      "short_summary": "AI-powered RFP, RFI, security questionnaire, and DDQ software that drafts context-aware responses using connected knowledge sources and provides agents for com…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Usage-based pricing",
              "price": "Custom quote",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Inventive uses custom usage-based pricing for RFPs and SecQs, with unlimited users and a fixed platform fee."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "proposal_biz",
      "name": "Proposal Biz",
      "url": "https://proposal.biz/features/ai-features",
      "short_summary": "AI-powered document creation platform for generating, scoring, rewriting, redesigning, and restructuring proposals, contracts, statements of work, reports, and…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 15,
            "total_native": 180
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free Forever",
              "price": "$0 / Lifetime",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$15/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Professional",
              "price": "$39/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional (annual billing)",
              "price": "$31/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$89/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business (annual billing)",
              "price": "$71/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo; $15/mo equivalent billed annually",
        "summary": "Free plan; paid from $19/mo; $15/mo equivalent billed annually. Proposal.biz offers a permanent free plan and paid Starter, Professional, and Business plans starting at $19 per month, with lower per-month rates when billed yearly."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "responsive_mcp_server",
      "name": "Responsive",
      "url": "https://responsive.io/capability/mcp-server",
      "short_summary": "An MCP server that connects ChatGPT, Claude, and Microsoft Copilot to Responsive's governed knowledge base, providing approved, real-time company content for c…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Emerging Edition",
            "monthly_native": 833.33,
            "monthly_usd": 833.3333333333334,
            "commitment": "annual",
            "basis": "$10,000/year (annual commitment) = $833/month equivalent"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Emerging Edition",
              "price": "$10,000",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Growth Edition",
              "price": "Contact sales",
              "kind": "custom"
            },
            {
              "name": "Enterprise Edition",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 833.3333333333334,
        "monthly_usd": 833.3333333333334,
        "headline": "From $833/mo (annual commitment)",
        "summary": "From $833/mo (annual commitment). Responsive offers annual subscription pricing starting at $10,000 for the Emerging Edition, while Growth and Enterprise pricing requires contacting sales."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/rfp-response",
  "summary": {
    "niche": "rfp-response",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Individual median $56/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 55.86,
          "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": 3,
          "reliability": "low",
          "median": 147.06,
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            511.86,
            2500
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "rfp-response"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/rfp-response",
    "counts": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 10,
      "providers_with_numeric_monthly_price_latest_scan": 4,
      "like_for_like_comparable_pairs": 4
    },
    "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": 55.86,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "proposal_biz",
            "usd": 19
          },
          {
            "provider": "rfp_ai",
            "usd": 55.86
          },
          {
            "provider": "bid_guide",
            "usd": 99
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 147.06,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "proposal_biz",
            "usd": 39
          },
          {
            "provider": "rfp_ai",
            "usd": 147.06
          },
          {
            "provider": "bid_guide",
            "usd": 399
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 833.33,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "rfp_ai",
            "usd": 511.86
          },
          {
            "provider": "responsive_mcp_server",
            "usd": 833.33
          },
          {
            "provider": "bid_guide",
            "usd": 2500
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 10,
      "normalized_observations": 13,
      "comparable_providers": 4,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "unrankable_or_unparseable": 3,
        "usage_not_monthly": 2,
        "one_time": 4,
        "ambiguous_cadence": 7
      }
    },
    "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": 3,
      "usage_not_monthly": 2,
      "one_time": 4,
      "ambiguous_cadence": 7
    },
    "billing_mix": {
      "subscription": 3,
      "contact_sales": 4,
      "freemium": 3
    },
    "free_tier_share": 0.3,
    "top_providers": [
      {
        "agent_id": "bidforge63_mcp",
        "name": "Bidforge63",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Free",
                "per": "per unit",
                "text": "$10 per unit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "10 requests/day free",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$10 per unit (usage-based)",
          "summary": "$10 per unit (usage-based). The service explicitly offers 10 free requests per day, while paid pricing is linked through Gumroad but not publicly shown here."
        },
        "observed": true
      },
      {
        "agent_id": "rfprfi_response_ai_agent",
        "name": "RFP/RFI Response AI Agent",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free Trial",
                "price": "Free trial",
                "kind": "trial"
              },
              {
                "name": "Custom Pricing",
                "price": "Custom pricing",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Contact sales (no public price). Domo offers a 30-day free trial and directs buyers to contact sales for custom pricing thereafter."
        },
        "observed": true
      },
      {
        "agent_id": "ademero_rfp_automation",
        "name": "Ademero Rfp Automation",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "CapturePoint 6",
                "price": "Contact sales",
                "kind": "custom"
              },
              {
                "name": "Content Central",
                "price": "Contact sales",
                "kind": "custom"
              },
              {
                "name": "Nucleus One",
                "price": "Contact sales",
                "kind": "custom"
              },
              {
                "name": "Paige",
                "price": "Contact sales",
                "kind": "custom"
              },
              {
                "name": "Cortexa",
                "price": "Contact sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Contact sales (no public price). Ademero does not publish numeric prices; products are quoted based on setup, users, scanning stations, document volume, servers, or workload, with free trials or free starts mentioned for some products."
        },
        "observed": true
      },
      {
        "agent_id": "bid_guide",
        "name": "Bid Guide",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Tender Issuers Starter",
              "monthly_native": 99,
              "monthly_usd": 99,
              "commitment": "monthly",
              "basis": "$99/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Managed Lite",
                "per": "per bid",
                "text": "$2,500 per bid"
              },
              {
                "line": "Managed Pro",
                "per": "per bid",
                "text": "$5,000 per bid"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Bidders Starter",
                "price": "Free forever",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Bidders Professional",
                "price": "$299/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Bidders Enterprise",
                "price": "$2,500+/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Tender Issuers Starter",
                "price": "$99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Tender Issuers Professional",
                "price": "$499/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Tender Issuers Enterprise",
                "price": "$1,999/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Managed Lite",
                "price": "$2,500/bid",
                "kind": "usage_rate",
                "unit": "bid",
                "billed": "usage"
              },
              {
                "name": "Managed Pro",
                "price": "$5,000/bid",
                "kind": "usage_rate",
                "unit": "bid",
                "billed": "usage"
              },
              {
                "name": "Managed Strategic",
                "price": "$5,000/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free plan; paid from $99/mo",
          "summary": "Free plan; paid from $99/mo. Bid.Guide offers a permanent free bidder tier, paid bidder and issuer subscriptions from $99/mo, and managed procurement priced per bid or at $5,000/mo for strategic bids."
        },
        "observed": true
      },
      {
        "agent_id": "bidmaster_pro",
        "name": "Bidmaster Pro",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or billing terms are shown in the supplied homepage content, and the pricing page was unavailable."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "rfp-response"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "rfp-response",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "bidforge63_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "bidforge63_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

6 providers, one sortable view

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

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.