By Legitimate LLC · Made for AI-native Shopify stores

Get your Shopify catalog found by AI shoppers

Audit + AI-rewrite your Shopify catalog for ChatGPT, Google AI Mode, Microsoft Copilot, and Perplexity. Per-channel readiness scoring. One-click reversible rewrites.

Free full audit$29/mo unlimited rewrites14-day free trial

Install in seconds

Enter your shop domain to get started

We'll take you straight to the Shopify install screen. The first audit is read-only — nothing in your catalog changes.

Four AI channels. One readiness score each.

Shoppers are starting to ask an assistant instead of typing into search. GEO grades your catalog separately for every channel, so you see exactly where you stand — and where you don't.

ChatGPTGoogle AI ModeMicrosoft CopilotPerplexity
How it works

Scan, score, rewrite — reversibly

  1. Scan

    Connect your store and GEO reads your full catalog — no edits, nothing changed. Audits are read-only until you choose to turn autopilot on.

  2. Score

    Every product is graded against the ACP/UCP feed specs, with a separate readiness % for each of the four AI channels.

  3. Rewrite

    Failing titles, descriptions, and metadata are auto-rewritten in your brand voice — only the fields that fall short.

  4. Reverse

    Every rewrite is logged to the Work Ledger. Don't love one? One click restores the prior value. Nothing is ever lost.

What GEO does

An audit that actually fixes what it finds

Audit

Audit your full catalog

Check every product against the ACP/UCP feed specs that ChatGPT, Google AI Mode, Microsoft Copilot, and Perplexity require — title length, GTIN, alt text, schema, brand attribution, and more.

Auto-rewrite

Rewrites in your brand voice

Autopilot rewrites failing fields in your voice — extracted from products you pick, or your most recent ones. Every change is reversible from the dashboard with one click.

Insights

Track per-channel readiness

See exactly what percentage of your products are visible to each AI shopping channel — and precisely what's blocking the rest.

Pricing

Free to install. $29/mo when you're ready to fix.

The full per-channel audit is free, forever — plus up to 20 autopilot rewrites a month once you switch autopilot on. Basic unlocks unlimited reversible rewrites with a 14-day free trial.

FAQ

Questions merchants ask first

How do I make my products show up on ChatGPT, AI Mode, Copilot & Perplexity?

These AI shopping channels read the ACP/UCP feed specs. GEO audits your catalog against those specs field by field, then auto-rewrites titles, descriptions and metadata so your products qualify to be surfaced. Every rewrite is reversible.

What is GEO / AEO (generative / answer engine optimization) for ecommerce?

GEO and AEO are the practice of formatting your store so AI assistants can find and recommend your products when shoppers ask, instead of typing into a search bar. GEO validates and fixes your catalog for it automatically.

Does GEO change my product copy without asking?

No — autopilot is off by default, so audits never touch your catalog until you enable it. Once you turn autopilot on it applies rewrites automatically, every change is reversible from the Work Ledger with one click, and you can turn it off again anytime in Settings.

How much does GEO cost?

Free to install — the full audit is free forever, plus up to 20 autopilot rewrites a month if you enable autopilot. Basic is $29/month for unlimited rewrites with a 14-day free trial.

Other apps for AI-native Shopify stores

GEO is part of Legitimate LLC's portfolio of apps designed for stores spun up by AI assistants. Each one solves a different gap.