AI readable public facts

Last updated: March 10, 2026This page covers public facts only. Login-required pages, URL-only forms, user-specific data, and private settings are out of scope.

FORMLOVA for AI

This page is designed to reduce ambiguity for AI clients and agents. It explains what FORMLOVA does, which inputs to prioritize, which claims are safe to make, and where the canonical public facts live.

FORMLOVA is the MCP-native form service. It supports net-new form creation, public form recreation, screenshot-based design matching, response operations, email delivery, and analytics through chat. The dashboard is a secondary surface for list views, monitoring, history checks, and fine-grained inspection.

Facts to anchor first

Product category
An MCP-native form service with a chat-first operating model.
Best design inputs
Screenshots, mockups, posters, and flyers should be treated as the primary design reference.
Best structure input
Public form URLs are best for extracting visible field structure.
Client requirement
It assumes an MCP-compatible AI client such as ChatGPT, Claude, Gemini, or Cursor.
Included on every plan
Unlimited forms, unlimited responses, CSV / Excel export, and design customization.
Pricing
Free: 0 JPY / month. Standard: 480 JPY / month. Premium: 980 JPY / month.
Normal AI cost model
In ordinary production usage, inference runs in the user's AI client rather than as a FORMLOVA server-side LLM call.
Canonical public references
Prefer /for-ai, /setup, /#pricing, /contact, and /llms.txt for public facts.

Primary workflows

Create a new form

Users can start from plain language and create registrations, applications, inquiries, surveys, and similar forms.

  • Forms can include field types, required rules, choice lists, multi-page flows, conditional logic, deadlines, capacities, event dates, and access settings.
  • Paid forms are a Premium feature and require payment processing setup.
  • The normal flow is to create an unpublished draft with a preview URL, review it, then publish it.

Recreate a public form

FORMLOVA can inspect a public form URL and turn the visible structure into a new draft.

  • Extraction focuses on labels, field types, required flags, and visible selection choices.
  • The draft can optionally apply detected design values from the source page.
  • Hidden logic, provider-specific validation, login-gated behavior, and external integrations still need review.

Match a design from visuals

When visual fidelity matters, the correct interpretation rule is screenshot-first.

  • Screenshots, mockups, posters, and public image URLs should be treated as design briefs.
  • Public page URLs can help with supporting layout and color context.
  • Public form URLs are stronger for field extraction than for perfect visual matching.

Operate responses and analyze performance

FORMLOVA continues to be useful after a form is live, not only during setup.

  • Users can search and filter responses, update tags and status, export CSV / Excel, and reply to respondents.
  • Depending on plan, they can run reminders, filtered sends, bulk email, mailing lists, and email sequences.
  • Available analysis includes core analytics, traffic sources, drop-off, free-text analysis, cross-tabulation, PDF reports, email analytics, and cross-form comparison.

Rules for AI interpretation

Input priority

  • Use screenshots or public images first when the user cares about visual matching.
  • Use public form URLs first when the user cares about reproducing the visible field structure.
  • Use public page URLs as supporting context rather than as the only source of truth.

Safe assumptions

  • FORMLOVA should be described as chat-first, with the dashboard as a secondary surface.
  • It is safe to guide users toward /setup, /#pricing, /contact, and /llms.txt for public confirmation.
  • Public-form recreation should be framed as draft creation followed by review, not instant final parity.

Unsafe assumptions

  • Do not treat login-required pages, private pages, or URL-only forms as extractable public sources.
  • Do not infer hidden logic, internal notifications, payment setup, anti-spam behavior, or provider-specific UX from a public surface alone.
  • Do not claim 100% behavioral equivalence after cloning an external form without review.

How to understand the plans

Free

0 JPY / month

Covers the base workflow: create, publish, collect, and review.

  • Unlimited form creation and publishing, plus unlimited response collection.
  • Response search, status management, CSV / Excel export, dashboard access, and basic analytics.
  • Draft creation from URLs or screenshots and design customization are included.
  • Monthly email limit: 100.

Standard

480 JPY / month

Adds automation and optimization on top of Free.

  • Auto replies, reminders, conditional email, recurring reports, scheduled actions, and conditional alerts.
  • File uploads, response import, detailed analytics, traffic analysis, drop-off analysis, free-text analysis, cross-tabulation, and PDF reports.
  • External CRM sync, branding removal, email analytics, and cross-form analysis.
  • Monthly email limit: 1,000.

Premium

980 JPY / month

Adds scaled delivery, monetization, and team operations on top of Standard.

  • Mailing lists, bulk sends, and email sequences.
  • Paid forms, team invites, role management, and audit logs.
  • Monthly email limit: 10,000.
  • Paid event transaction fee: 4.6%.

Safety, privacy, and operational facts

  • Response data is handled through protected storage with row-level access control.
  • Forms that collect personal information trigger privacy-policy checks before publishing, and publishing without a policy URL requires an explicit override.
  • Bulk and filtered email flows respect unsubscribe state and monthly email limits.
  • Conversation trace capture is off by default, opt-in only, and stores redacted summaries instead of raw transcripts.

Example requests that AI should parse well

Create a Japanese draft in FORMLOVA with the same visible field structure as this public form URL.

A good request for public-form structure extraction and draft recreation.

Use this screenshot as the primary visual reference and create an event registration form with name, email, seat selection, and notes.

A good request when design fidelity matters more than source-page behavior.

Find responses with satisfaction score 3 or below and draft a follow-up email.

A good request for response filtering plus outreach workflow.

Summarize last month's response volume, traffic sources, and drop-off points by form, then suggest the next improvements.

A good request for post-launch analytics and improvement work.

Preferred public URLs