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Form Filling Automation

Query this niche via MCPmarket_report({ query: "Form Filling Automation", response_mode: "summary" })
active marketmarket pulse 46/100commercial money present1 new builders in 30d12 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$30/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
1.6×

MCPs cost 1.6× agents across all tiers — median $30 vs $49. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $30
Fill A Form Ai · $29
fillapp · $30
Regulatory Form Automation Age · $50
MCP servers $49
pdfops · $16
justfill · $19
justfill · $49
pdfops · $79
$25
$50
AgentsMCP serversshaded = middle half · line = median

All plans

7 priced
Providervs its cohort medianMonthly
pdfopsmcp
$16 below
justfillmcp
$19 below
Fill A Form Aiagent
$29 ~median
fillappagent
$30 ~median
justfillmcp
$49 ~median
Regulatory Form Automation Ageagent
$50 above
pdfopsmcp
$79 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 Form Filling Automation (latest observation 2026-10-16T03:43:44.171Z). 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": "form-filling-automation",
  "parent_sector": "finance-ops",
  "provider_type_pricing": {
    "slug": "form-filling-automation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      "median": 24,
      "p25": null,
      "p75": null,
      "providers": 6
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    "by_provider_type": {
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        "confidence": "provisional"
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        "providers": 2,
        "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
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  "market_pulse": {
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    "drivers": [
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    "entry_rate": 0.11764705882352941,
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                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "pdfops",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 12,
          "comparable_providers": 6,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 5,
            "one_time": 7,
            "usage_not_monthly": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 0,
      "enterprise": 2,
      "individual": 1,
      "team_sme": 1
    },
    "billingMix": {
      "subscription": 3,
      "freemium": 2,
      "one-time": 1,
      "contact_sales": 1,
      "usage": 1,
      "free": 1
    },
    "freeTierShare": 0.33,
    "medianLowestUsd": 24
  },
  "movement": {
    "niche": "form-filling-automation",
    "sector": "finance-ops",
    "pricedNow": 4,
    "pairs": 4,
    "repriced": [
      {
        "handle": "justfill",
        "from": 10,
        "to": 19,
        "pct": 90
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "finisma"
    ],
    "likeForLikePct": 17.4,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all up (avg +17.4%); 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 5,
        "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": "postalform",
      "name": "Postalform",
      "url": "https://postalform.com",
      "short_summary": "Turns documents, letters, forms and AI-agent output into printed and posted physical mail via API and MCP — handles printing, postage, carriers (US + internati…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Black-and-white, First-Class Mail",
              "price": "$3.40",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Color, First-Class Mail",
              "price": "$3.80",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Black-and-white, Certified",
              "price": "$11.40",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Color, Certified",
              "price": "$11.80",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Black-and-white, Certified + electronic receipt",
              "price": "$14.40",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Color, Certified + electronic receipt",
              "price": "$14.80",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Black-and-white, First-Class Mail $3.4 (one-time)",
        "summary": "Black-and-white, First-Class Mail $3.4 (one-time). PostalForm publicly lists one-time U.S. letter fulfillment examples starting at $3.40, with higher totals for color printing, Certified Mail, and electronic return receipts."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "automate_regulatory_form_compl",
      "name": "Automate Regulatory Form Compl",
      "url": "https://assistents.ai/use-cases/regulatory-filing",
      "short_summary": "Completes, validates, and submits regulatory filings (e.g. 10-K, 10-Q, CMS-1500, clinical trial reports) across jurisdictions with compliance checking",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "Request a demo",
              "kind": "unknown"
            },
            {
              "name": "Team",
              "price": "Request a demo",
              "kind": "unknown"
            },
            {
              "name": "Enterprise",
              "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). Assistents lists Starter, Team, and Enterprise tiers with value-aligned pricing, but requires a demo or sales contact for actual pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "colombia_invoice_mcp",
      "name": "Colombia Invoice",
      "url": "https://inv-co.wishpool.app/",
      "short_summary": "Let AI agents issue Colombia DIAN electronic invoices through your own Matias API account — direct to DIAN with no technology-provider intermediary. Create inv…",
      "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
    },
    {
      "agent_id": "finisma",
      "name": "Finisma",
      "url": "https://finisma.de",
      "short_summary": "Verify and create electronic invoices for the German and European e-invoicing mandate.\n\n- **Verify** a ZUGFeRD or Factur-X PDF: XML structure, EN 16931 busines…",
      "price": {
        "commercial": {
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "ZUGFeRD-Konverter",
              "price": "0EUR",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The ZUGFeRD converter is explicitly offered free of charge without registration; no reliable paid plan pricing is publicly visible."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "justfill",
      "name": "Justfill",
      "url": "https://justfill.app",
      "short_summary": "Fill any PDF form with AI agents — ML field detection on scans, an agent-review loop, reusable templates, and native AcroForm fill via [justfill.app](https://j…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual -17%\" 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": [
            "other prices: One-time pack $7 (one-time)",
            "billing period unverified: the pricing page has a \"Monthly Annual -17%\" 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": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "One-time pack",
              "price": "$7",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Starter",
              "price": "$19/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$49/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle). JustFill offers a free tier, a $7 one-time pack, and monthly plans from $19 to $99."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "pdfops",
      "name": "Pdfops",
      "url": "https://pdfops.dev",
      "short_summary": "Fill PDF forms from an AI agent over remote MCP. Five tools: inspect AcroForm fields, fill them, merge PDFs, generate invoice PDFs, and check usage. Inputs are…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "INDIE",
            "monthly_native": 16,
            "monthly_usd": 16,
            "commitment": "monthly",
            "basis": "$16/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "INDIE",
              "price": "$16/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "$79/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 16,
        "monthly_usd": 16,
        "headline": "Free plan; paid from $16/mo",
        "summary": "Free plan; paid from $16/mo. PDFOps offers a free tier with 250 requests per month, paid Indie and Pro subscriptions at $16/mo and $79/mo, and custom Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "formfill_mcp",
      "name": "formfill-mcp",
      "url": "https://smithery.ai/server/knportal/formfill-mcp",
      "short_summary": "Fill any interactive PDF form from your AI agent — tax forms, HR paperwork, legal documents — in a single tool call. Supports W-9, W-4, I-9, lease agreements,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for formfill-mcp on the observed page."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "kodey_pdf_mcp",
      "name": "Kodey Pdf",
      "url": "https://smithery.ai/server/kodey_ai/kodey-pdf-mcp",
      "short_summary": "MCP server for PDF operations — detect form fields, fill forms, and upload to Cloudflare R2",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for this MCP server."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "fill_a_form_ai",
      "name": "Fill A Form Ai",
      "url": "https://fillaform.ai/",
      "short_summary": "AI-powered form filling agent that automatically completes web forms with one click. Learns from past submissions, detects form fields, and integrates with Goo…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "PRO",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "PRO",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo",
        "summary": "From $29/mo. Fill A Form AI offers subscription plans starting at $19/month with team collaboration, API access, and AI-powered form auto-filling."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "fillapp",
      "name": "Fillapp",
      "url": "https://fillapp.ai/",
      "short_summary": "AI-powered Chrome extension that automates form filling and data entry workflows. Operates in your existing browser sessions with visible action traces, handle…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 14.99,
            "monthly_usd": 14.99,
            "commitment": "monthly",
            "basis": "$14.99/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Pay as you go",
              "per": "per credit",
              "text": "$0.1 per credit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Pay as you go",
              "price": "$0.10 per credit",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Starter",
              "price": "$14.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 14.99,
        "monthly_usd": 14.99,
        "headline": "From $14.99/mo",
        "summary": "From $14.99/mo. FillApp offers pay-as-you-go credits at $0.10 each from $5, plus Starter and Pro subscriptions at $14.99/month and $29.99/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "agentsmith",
      "name": "AgentSmith",
      "url": "https://agentsmith.so/",
      "short_summary": "automates web browser tasks like clicks, form filling, navigation, scraping, and multi-step workflows from natural language",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$9.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "From $9.99/mo",
        "summary": "From $9.99/mo. AgentSmith offers Starter at $9.99/month and Pro at $29.99/month, while Custom pricing requires contacting the company."
      },
      "home_niche": "browser-automation-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/form-filling-automation",
  "summary": {
    "niche": "form-filling-automation",
    "sector": "finance-ops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $30/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 29.99,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": [
            16,
            19
          ]
        },
        {
          "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": [
            49,
            79
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "form-filling-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/form-filling-automation",
    "counts": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 9,
      "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": 16,
        "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": "fillapp",
            "usd": 14.99
          },
          {
            "provider": "pdfops",
            "usd": 16
          },
          {
            "provider": "justfill",
            "usd": 19
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49,
        "provider_count": 5,
        "plan_observation_count": 5,
        "data_confidence": 0.38,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.25,
          "provider_count": 5,
          "plan_observation_count": 5
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "fill_a_form_ai",
            "usd": 29
          },
          {
            "provider": "fillapp",
            "usd": 29.99
          },
          {
            "provider": "justfill",
            "usd": 49
          },
          {
            "provider": "regulatory_form_automation_age",
            "usd": 50
          },
          {
            "provider": "pdfops",
            "usd": 79
          }
        ],
        "p25": 29.99,
        "p75": 50
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 174.5,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "justfill",
            "usd": 99
          },
          {
            "provider": "regulatory_form_automation_age",
            "usd": 250
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 12,
      "listings_with_observed_public_price": 9,
      "normalized_observations": 12,
      "comparable_providers": 6,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 5,
        "one_time": 7,
        "usage_not_monthly": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 5,
      "one_time": 7,
      "usage_not_monthly": 1
    },
    "billing_mix": {
      "subscription": 3,
      "freemium": 2,
      "one-time": 1,
      "contact_sales": 1,
      "usage": 1,
      "free": 1
    },
    "free_tier_share": 0.33,
    "top_providers": [
      {
        "agent_id": "postalform",
        "name": "Postalform",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Black-and-white, First-Class Mail",
                "price": "$3.40",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Color, First-Class Mail",
                "price": "$3.80",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Black-and-white, Certified",
                "price": "$11.40",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Color, Certified",
                "price": "$11.80",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Black-and-white, Certified + electronic receipt",
                "price": "$14.40",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Color, Certified + electronic receipt",
                "price": "$14.80",
                "kind": "one_off",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "one-time",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Black-and-white, First-Class Mail $3.4 (one-time)",
          "summary": "Black-and-white, First-Class Mail $3.4 (one-time). PostalForm publicly lists one-time U.S. letter fulfillment examples starting at $3.40, with higher totals for color printing, Certified Mail, and electronic return receipts."
        },
        "observed": true
      },
      {
        "agent_id": "automate_regulatory_form_compl",
        "name": "Automate Regulatory Form Compl",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "Request a demo",
                "kind": "unknown"
              },
              {
                "name": "Team",
                "price": "Request a demo",
                "kind": "unknown"
              },
              {
                "name": "Enterprise",
                "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). Assistents lists Starter, Team, and Enterprise tiers with value-aligned pricing, but requires a demo or sales contact for actual pricing."
        },
        "observed": true
      },
      {
        "agent_id": "colombia_invoice_mcp",
        "name": "Colombia Invoice",
        "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."
        },
        "observed": false
      },
      {
        "agent_id": "finisma",
        "name": "Finisma",
        "price": {
          "commercial": {
            "currency": "EUR",
            "notes": [
              "prices in EUR as published; USD figures are conversions at 2026-10-16"
            ],
            "lines": [
              {
                "name": "ZUGFeRD-Konverter",
                "price": "0EUR",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. The ZUGFeRD converter is explicitly offered free of charge without registration; no reliable paid plan pricing is publicly visible."
        },
        "observed": true
      },
      {
        "agent_id": "justfill",
        "name": "Justfill",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Annual -17%\" 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": [
              "other prices: One-time pack $7 (one-time)",
              "billing period unverified: the pricing page has a \"Monthly Annual -17%\" 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": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "One-time pack",
                "price": "$7",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Starter",
                "price": "$19/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$49/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Business",
                "price": "$99/month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle). JustFill offers a free tier, a $7 one-time pack, and monthly plans from $19 to $99."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "form-filling-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "form-filling-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "postalform"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "postalform"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

7 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
FinismaVerify and create electronic invoices for the German and European e-invoicing mandate. - **Verify** a ZUGFeRD or Factur-X PDF: XML structure, EN 16931 busines…
mcpFreefree to use—100% livemcp100% live
JustfillFill any PDF form with AI agents — ML field detection on scans, an agent-review loop, reusable templates, and native AcroForm fill via [justfill.app](https://j…
mcp$19from / mo61.2% below100% livemcp61.2% below median100% live
PdfopsFill PDF forms from an AI agent over remote MCP. Five tools: inspect AcroForm fields, fill them, merge PDFs, generate invoice PDFs, and check usage. Inputs are…
mcp$16from / mo67.3% below100% livemcp67.3% below median100% live
Fill A Form AiAI-powered form filling agent that automatically completes web forms with one click. Learns from past submissions, detects form fields, and integrates with Goo…
agent$29from / mo40.8% below100% liveagent40.8% below median100% live
FillappAI-powered Chrome extension that automates form filling and data entry workflows. Operates in your existing browser sessions with visible action traces, handle…
agent$14.99from / mo69.4% below100% liveagent69.4% below median100% live
Mediar AiAI agent that automates form filling by extracting data from PDFs and populating web forms. Handles complex multi-section forms including patient information,…
agent$500from / mo920.4% above100% liveagent920.4% above median100% live
Regulatory Form Automation AgeAutomates data transfer from Google Sheets to online regulatory forms for compliance reporting. Streamlines form submissions by prepopulating web-based forms a…
agent$50from / mo2% above0% liveagent2% above median0% live
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.