AnswerProof AI Visibility app icon

Live on the App Store · free plan available

AnswerProof AI Visibility

Find and fix what hides your store from AI assistants.

AnswerProof AI Visibility is our Shopify app for AI visibility. It shows you your store the way ChatGPT, Claude, and Gemini see it, tells you exactly what is holding it back — and, with your approval, fixes it for you.

One click scans your storefront and catalog the way an AI crawler would — robots.txt rules, structured data, product content, and agent-readiness files like llms.txt — then grades the results across five categories: AI crawler access, structured data, content quality, agentic readiness, and discoverability.

Install from the Shopify App Store

What you get

  • An explainable 0-100 AI-readiness score — every point traces to a fix
  • Plain-language fix guides with exact Shopify admin steps for every finding
  • An executive summary that points you to the highest-impact fixes first
  • Scan history with score trends, so you can watch your visibility improve
  • Pre-launch audits: it can scan a password-protected store with your permission

Your store, your approval — always.

A scan is a pure read: it audits, scores, and shows you exactly what to fix. When you want AnswerProof to fix it for you — AI description rewrites grounded in your own product data, structured spec sheets, and schema.org JSON-LD — it writes nothing until you review and approve each change. Every applied change is snapshotted first and reversible with one click from your activity log.

Live on the Shopify App Store since July 22, 2026 — free plan available.

Install from the Shopify App Store

One app · three plans

Evaluate, fix, and prove it — on the plan that fits

Every plan starts from the same graded evaluation. Growth closes the loop by applying approved fixes across your catalog, and Pro proves whether they worked.

1Evaluate

The full AI Visibility audit, on every plan.

The graded evaluation — AI crawler access, structured data, content quality, agentic readiness, and discoverability — so every change starts from a measured baseline. Growth adds an AI-readiness score for every product in your catalog.

2Fix

Apply approved changes directly in your store.

Instead of a fix guide you carry out yourself, the app applies the changes — answer-ready descriptions, spec sheets, storefront JSON-LD, a hosted llms.txt — directly in your store. You approve every change before it is made, and every applied change can be rolled back.

3Monitor

Track whether AI engines actually cite your store.

This is the proof loop, on the Pro plan. Each month it asks ChatGPT, Perplexity, and Claude the questions your shoppers ask about up to 50 of your pages, stores every answer, and records whether your store is cited — so you know what actually works, not just what should.

Because Shopify grants the app only the store access you approve, AnswerProof AI Visibility can apply fixes directly in your store — but only the changes you explicitly approve, and every one of them is reversible.

Plans

Credits are one shared monthly pool for scans and AI rewrites, reset each calendar month with no rollover. Growth and Pro can top up: 125 extra credits for $10.

Free $0

The full audit, free.

  • 21-check AI visibility audit with a 0-100 score and graded report
  • Step-by-step fix guide for every finding, plus scan history
  • 10 credits/month for scans and single-product AI rewrites
  • Review before apply, one-click rollback
  • Audit covers up to 50 products

Growth $29 / month

Everything in Free, plus fixes across your catalog.

  • AI-readiness score for every product
  • 300 credits/month for rewrites and scans
  • Bulk AI rewrites, queued for your approval
  • Spec sheets saved to your products
  • Storefront JSON-LD via theme embed
  • Hosted llms.txt on your own domain

Pro $79 / month

Everything in Growth, plus proof.

  • Cited by ChatGPT, Perplexity, and Claude? Monitor 50 pages, 3 questions each
  • Monthly citation checks, every answer stored
  • Weekly scheduled re-audits that use no credits
  • Score-drop email alerts
  • 300 credits/month plus top-ups, and priority support

What the fixes are

  • Grounded rewrites — every claim checked against your real product data; anything unverifiable is flagged for your review, never silently published.
  • Spec sheets — structured product specs built from facts you supply (we never invent a spec), feeding both shoppers' AI answers and your own rewrites.
  • Hosted llms.txt — served on your own domain at /apps/answerproof/llms.txt, rebuilt automatically as your catalog changes.
  • Storefront JSON-LD — a theme app embed you toggle in your theme editor; remove it and every trace is gone.

Install from the Shopify App Store

Frequently asked questions

What does AnswerProof AI Visibility do?

It reads your storefront the way AI assistants do and grades your store's AI-readiness from 0 to 100. Every point in the score traces to a specific finding, with a plain-language fix guide and the exact Shopify admin steps to resolve it.

How is the score calculated?

Five graded categories: AI crawler access, structured data, content quality, agentic readiness, and discoverability. Every point of the 0-100 score traces to a specific finding, and your 25 most recent scans are kept so you can watch the trend.

Will the app change my store?

Only when you approve a specific change. A scan is a pure read. Rewrites, spec sheets, JSON-LD, and llms.txt are drafts until you review and approve each one in the app; every applied change is snapshotted first and can be rolled back with one click from your activity log.

How do I install it?

AnswerProof AI Visibility is live on the Shopify App Store: install it from the listing and run your first audit on the free plan. Join the product-news list if you want to hear about new checks and plan features as they ship.

What does each plan include?

Free: the full audit, 10 credits a month for scans and single-product AI rewrites, review before apply, and one-click rollback. Growth, $29 a month: a score for every product, 300 credits, bulk rewrites, spec sheets, storefront JSON-LD, and a hosted llms.txt. Pro, $79 a month: everything in Growth plus monthly AI-citation checks.

Does it work on password-protected stores?

Yes. If your storefront is behind a password before launch, you can enter it for a pre-launch audit: the password is used once, in memory, for that single scan — never stored and never logged.

Will it get my store cited by ChatGPT?

No tool can honestly promise that, and we don't. What it does is measure how ready your store is for AI assistants to read and recommend, then walk you through fixing what's measurably in the way.

Stay in the loop

One email list: product news for AnswerProof AI Visibility — new checks, new plan features, and early access to whatever we build next.