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Quote To Cash

Query this niche via MCPmarket_report({ query: "Quote To Cash", response_mode: "summary" })
active marketmarket pulse 52/100commercial money present0 new builders in 30d14 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$375/mo
3 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$49/mo
2 providers · median of every priced plan point, all tiers · thin evidence
7.7×

Agents cost 7.7× MCPs across all tiers — median $375 vs $49. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $375
Myquoteiq Ai Copilot · $165
Quote Generation Agent Ai · $999
Myquoteiq Ai Copilot · $200
autumn · $375
MCP servers $49
payxt · $15
Syndicate Links Mcp · $49
payxt · $15
Syndicate Links Mcp · $149
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Quote To Cash (latest observation 2026-10-25T04:20:53.032Z). 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": "quote-to-cash",
  "parent_sector": "sales-marketing-revops",
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    "slug": "quote-to-cash",
    "pricing_basis": "lowest_observed_monthly_usd",
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    "provider_type_methodology_published_at": "2026-07-31",
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        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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                "provider": "invoicing",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3% + $0.30 per charge",
                "monthly_usd": null
              },
              {
                "provider": "quotetocash_orchestration_agen",
                "tier": "enterprise",
                "billing": "usage",
                "unit": "flat",
                "price": "Get pricing",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "autumn",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "quote_generation_agent_ai_agen",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Book a demo",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 13,
          "comparable_providers": 5,
          "strict_cohorts": 2,
          "exclusion_reasons": {
            "ambiguous_cadence": 2,
            "usage_not_monthly": 2,
            "one_time": 11
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 0,
      "enterprise": 2,
      "individual": 0,
      "team_sme": 0
    },
    "billingMix": {
      "freemium": 2,
      "free": 1,
      "one-time": 1,
      "subscription": 3,
      "contact_sales": 1
    },
    "freeTierShare": 0.38,
    "medianLowestUsd": 49
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 2.18
      },
      {
        "day": "2026-10-07",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-17",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-18",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-19",
        "index": 102.178,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-20",
        "index": 102.178,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-21",
        "index": 102.178,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-22",
        "index": 102.178,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-23",
        "index": 102.178,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-24",
        "index": 102.178,
        "pairs": 9,
        "dayChangePct": 0
      }
    ],
    "latest": 102.178,
    "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": "autumn",
      "name": "Autumn",
      "url": "https://useautumn.com/",
      "short_summary": "provides a drop-in billing infrastructure layer that handles plans, usage tracking, AI credits, feature gating, and subscription/payment logic",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 375,
            "monthly_usd": 375,
            "commitment": "monthly",
            "basis": "$375/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$ 0 /month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$ 375 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 375,
        "monthly_usd": 375,
        "headline": "Free plan; paid from $375/mo",
        "summary": "Free plan; paid from $375/mo. Autumn offers a permanent free plan, a Pro plan at $375/month, and custom Scale pricing, with additional usage charges listed for Pro."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "myquoteiq_ai_copilot",
      "name": "Myquoteiq Ai Copilot",
      "url": "https://myquoteiq.com/features/ai-copilot/",
      "short_summary": "edits estimates and invoices through chat-based natural conversation (add services, apply discounts, change tax, draft client messages, set deposits, flag opti…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Essentials",
            "monthly_native": 29.99,
            "monthly_usd": 29.99,
            "commitment": "monthly",
            "basis": "$29.99/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly Save 2 months yearly\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly Save 2 months yearly\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Essentials",
              "price": "$29.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Beginner",
              "price": "$99.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$199.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Elite",
              "price": "$299.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Max",
              "price": "$699.99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29.99,
        "monthly_usd": 29.99,
        "headline": "From $29.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $29.99/mo (billing period unverified: page has a Monthly/Annual toggle). QuoteIQ lists five monthly subscription plans from $29.99/mo to $699.99/mo, with user limits and monthly IQ Credit allowances varying by tier."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "syndicate_links_mcp",
      "name": "Syndicate Links MCP",
      "url": "https://syndicatelinks.co",
      "short_summary": "attribution and commission infrastructure for AI agents to track conversions, verify attribution, settle commissions, and discover merchant programs",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 40.83,
            "total_native": 489.96
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$49/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$40.83/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro",
              "price": "$149/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$124.17/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "$499/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise (annual billing)",
              "price": "$415.83/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "From $49/mo; $40.83/mo equivalent billed annually",
        "summary": "From $49/mo; $40.83/mo equivalent billed annually. Syndicate Links offers three merchant subscription tiers starting at $49/month, with lower effective monthly pricing when billed annually; publishers and agents are free."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "captivateiq_agents",
      "name": "AI Agents",
      "url": "https://www.captivateiq.com/ai-agents",
      "short_summary": "Builds compensation plans, explains commissions in real time, debugs compensation logic and formulas, and handles sales planning workflows including territory…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public plan pricing is shown on the homepage, and the pricing page was not available."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "distro",
      "name": "Distro",
      "url": "https://distro.app/",
      "short_summary": "Automates RFQ/quote generation, order entry, product lookups, technical Q&A, project takeoffs, customer support, complex commercial quoting, and AP invoicing f…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Distro's homepage does not publish pricing; prospective customers are directed to schedule an intro or book a demo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "invoicing",
      "name": "Invoicing",
      "url": "https://getholdings.com/invoicing",
      "short_summary": "Let your AI send invoices and take payment - card or ACH. Free.",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Card processing",
              "per": "per charge",
              "text": "$0.3 per charge"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Card processing",
              "price": "3% + $0.30 per charge",
              "kind": "usage_rate",
              "unit": "charge",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.3 per charge (usage-based)",
        "summary": "$0.3 per charge (usage-based). Holdings offers invoicing, accounting, and connected banking at $0 per month, with Stripe card-processing fees of 3% plus $0.30 per charge."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "mercury_repower",
      "name": "Harris Boat Works - Mercury Repower",
      "url": "https://www.mercuryrepower.ca",
      "short_summary": "provides Mercury outboard motor pricing, trade-in valuations, and quote building for boat repowering",
      "price": {
        "commercial": {
          "currency": "CAD",
          "notes": [
            "prices in USD as published; USD figures are conversions at 2026-10-24"
          ],
          "lines": [
            {
              "name": "2.5MH FourStroke",
              "price": "$1,298",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "3.5MH FourStroke",
              "price": "$1,557",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "3.5MLH FourStroke",
              "price": "$1,590",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "4MH FourStroke",
              "price": "$1,854",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "4MLH FourStroke",
              "price": "$1,892",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5MLHA Sail Power FourStroke",
              "price": "$2,096",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5MXLH FourStroke",
              "price": "$2,134",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5MH FourStroke",
              "price": "$2,057",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "6MH FourStroke",
              "price": "$2,129",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "6MLH FourStroke",
              "price": "$2,162",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "2.5MH FourStroke $1,298 (one-time)",
        "summary": "2.5MH FourStroke $1,298 (one-time). Mercury outboard motors are publicly listed in CAD as one-time purchases, with observed prices starting at $1,298 for a 2.5 HP model."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "payxt",
      "name": "Payxt",
      "url": "https://payxt.app/",
      "short_summary": "Build an invoice on the Dashboard (payer, services, optional tax, and convenience fee), tap Send, and PayXT creates a secure Stripe Checkout link on your conne…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "PayXT Pro Monthly",
            "monthly_native": 14.99,
            "monthly_usd": 14.99,
            "commitment": "monthly",
            "basis": "$14.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "other prices: Lifetime PayXT Subscription $500 (one-time)"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "PayXT Pro Monthly",
              "price": "$14.99 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Year PayXT Subscription",
              "price": "$180 / year",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Lifetime PayXT Subscription",
              "price": "$500",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 14.99,
        "monthly_usd": 14.99,
        "headline": "Free plan; paid from $14.99/mo",
        "summary": "Free plan; paid from $14.99/mo. PayXT offers a free allowance of 5 invoices per month, Pro at $14.99 monthly, an annual subscription at $180 per year, and lifetime access for a $500 one-time payment."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "quote_generation_agent_ai_agen",
      "name": "Quote Generation Agent",
      "url": "https://zbrain.ai/agents/Sales/all/Pricing-and-Quote-Management/quote-generation-agent",
      "short_summary": "automates end-to-end sales quote generation, applies pricing/discount rules, and routes approval workflows",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter Plan",
            "monthly_native": 999,
            "monthly_usd": 999,
            "commitment": "monthly",
            "basis": "$999/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter Plan",
              "price": "$999/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth Plan",
              "price": "$5,994 /6 months",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise Plan",
              "price": "Book a demo",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 999,
        "monthly_usd": 999,
        "headline": "From $999/mo",
        "summary": "From $999/mo. ZBrain publicly lists Starter at $999/month and Growth at $5,994 for six months, while Enterprise requires a demo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "quotefirst",
      "name": "Quotefirst",
      "url": "https://quotefirst.ai",
      "short_summary": "MCP server (no description provided).",
      "price": {
        "observed": false,
        "billing": "failed_to_load",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/quote-to-cash",
  "summary": {
    "niche": "quote-to-cash",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for quote-to-cash yet — too few comparable priced providers. Observed offers are listed.",
      "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            164.99,
            999
          ]
        },
        {
          "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": [
            199.99,
            375
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            15,
            49
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            14.99,
            149
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "quote-to-cash"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/quote-to-cash",
    "counts": {
      "listings_with_price_capture": 15,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": 2.2,
        "driver": "myquoteiq_ai_copilot's \"Beginner\" $74.99→$99.99 (+33%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 107,
        "provider_count": 4,
        "plan_observation_count": 5,
        "data_confidence": 0.32,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.25,
          "provider_count": 4,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "payxt",
            "usd": 15
          },
          {
            "provider": "syndicate_links_mcp",
            "usd": 49
          },
          {
            "provider": "myquoteiq_ai_copilot",
            "usd": 164.99
          },
          {
            "provider": "quote_generation_agent_ai_agen",
            "usd": 999
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 174.5,
        "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": "payxt",
            "usd": 14.99
          },
          {
            "provider": "syndicate_links_mcp",
            "usd": 149
          },
          {
            "provider": "myquoteiq_ai_copilot",
            "usd": 199.99
          },
          {
            "provider": "autumn",
            "usd": 375
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 15,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 13,
      "comparable_providers": 5,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "ambiguous_cadence": 2,
        "usage_not_monthly": 2,
        "one_time": 11
      }
    },
    "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": 2,
      "usage_not_monthly": 2,
      "one_time": 11
    },
    "billing_mix": {
      "freemium": 2,
      "free": 1,
      "one-time": 1,
      "subscription": 3,
      "contact_sales": 1
    },
    "free_tier_share": 0.38,
    "top_providers": [
      {
        "agent_id": "autumn",
        "name": "Autumn",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 375,
              "monthly_usd": 375,
              "commitment": "monthly",
              "basis": "$375/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$ 0 /month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$ 375 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 375,
          "monthly_usd": 375,
          "headline": "Free plan; paid from $375/mo",
          "summary": "Free plan; paid from $375/mo. Autumn offers a permanent free plan, a Pro plan at $375/month, and custom Scale pricing, with additional usage charges listed for Pro."
        },
        "observed": true
      },
      {
        "agent_id": "myquoteiq_ai_copilot",
        "name": "Myquoteiq Ai Copilot",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Essentials",
              "monthly_native": 29.99,
              "monthly_usd": 29.99,
              "commitment": "monthly",
              "basis": "$29.99/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Yearly Save 2 months yearly\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Yearly Save 2 months yearly\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Essentials",
                "price": "$29.99 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Beginner",
                "price": "$99.99 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$199.99 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Elite",
                "price": "$299.99 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Max",
                "price": "$699.99 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29.99,
          "monthly_usd": 29.99,
          "headline": "From $29.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "From $29.99/mo (billing period unverified: page has a Monthly/Annual toggle). QuoteIQ lists five monthly subscription plans from $29.99/mo to $699.99/mo, with user limits and monthly IQ Credit allowances varying by tier."
        },
        "observed": true
      },
      {
        "agent_id": "syndicate_links_mcp",
        "name": "Syndicate Links MCP",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 49,
              "monthly_usd": 49,
              "commitment": "monthly",
              "basis": "$49/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Starter (annual billing)",
              "monthly_equivalent_native": 40.83,
              "total_native": 489.96
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "$49/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter (annual billing)",
                "price": "$40.83/mo billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Pro",
                "price": "$149/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro (annual billing)",
                "price": "$124.17/mo billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Enterprise",
                "price": "$499/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise (annual billing)",
                "price": "$415.83/mo billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 49,
          "monthly_usd": 49,
          "headline": "From $49/mo; $40.83/mo equivalent billed annually",
          "summary": "From $49/mo; $40.83/mo equivalent billed annually. Syndicate Links offers three merchant subscription tiers starting at $49/month, with lower effective monthly pricing when billed annually; publishers and agents are free."
        },
        "observed": true
      },
      {
        "agent_id": "captivateiq_agents",
        "name": "AI Agents",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public plan pricing is shown on the homepage, and the pricing page was not available."
        },
        "observed": false
      },
      {
        "agent_id": "distro",
        "name": "Distro",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "Distro's homepage does not publish pricing; prospective customers are directed to schedule an intro or book a demo."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "quote-to-cash"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "quote-to-cash",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "autumn"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "autumn"
        },
        "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.