New AI Commerce Feature

E-commerce AEO & GEO Checker Make Product Pages Rank in LLMs

Score your product pages for visibility in ChatGPT, Claude, and Gemini. Built around current shopping, structured data, and AI crawler signals.

Built for product detail pages
AI crawler and engine scoring
Prioritized remediation workflow
AI Rank Lab - E-commerce AEO & GEO Checker
https://store.example.com/products/performance-running-shoes
Scan

Overall Score

86

Strong AI product readiness

Schema Coverage

27/30

Missing GTIN and returns

Freshness

8/10

Price synced, stock lagging

Conversational Fit

17/20

Good use-case language

Top Fixes

1

Allow AI crawler access where appropriate

2

Expand Product schema with GTIN and return policy

3

Keep price and availability aligned across visible copy and structured data

How It Works

From Product URL to AI Ranking Fixes

Submit Product URL

Scan any ecommerce PDP from Shopify, WooCommerce, Magento, or a custom store.

Check Access & Markup

Review AI crawler access, product schema, merchant data, and renderability.

Score LLM Readiness

Measure how well ChatGPT, Claude, and Gemini can interpret and surface the page.

Get Prioritized Fixes

See the exact schema, freshness, trust, and content gaps to fix first.

What We Score

The Three Layers of AI Product Visibility

Technical Access

Crawlability, renderability, canonical hygiene, and blocked AI bot checks for OAI-SearchBot, GPTBot, ClaudeBot, and Google-Extended.

  • Crawler access analysis
  • CSR and hydration risk checks
  • Canonical and index signal review

Product Understanding

Product, Offer, price, availability, GTIN, brand, reviews, and merchant policy signals that help AI systems understand what you sell.

  • Product schema coverage
  • Price and availability freshness
  • Merchant trust signal review

Conversational Ranking

Tests whether your PDP is formatted to answer buyer questions, comparisons, use cases, and shopping prompts in LLMs.

  • Question-answer structure
  • Spec density and extractability
  • Citation-ready answer blocks
Feature Set

Built for AI-Led Product Discovery

Product Schema Audit

Validate the machine-readable product fields AI shopping flows depend on.

Trust Signal Review

Check reviews, ratings, shipping clarity, returns, and merchant proof.

Engine-Specific Scores

Get separate visibility signals for ChatGPT, Claude, Gemini, and adjacent AI discovery patterns.

Freshness Checks

Spot mismatches between visible price or stock info and structured product data.

AI Bot Access Review

Surface robots or technical issues that stop AI systems from reaching your product pages.

Fix-First Workflow

Turn the audit into a ranked action plan for merchants and SEO teams.

Platform Signals

Shaped Around Current Shopping Platform Behavior

This landing page is based on current OpenAI and Google guidance around shopping experiences, structured product data, and crawl access.

Research Signal

ChatGPT shopping depends on merchant-ready product pages

OpenAI now supports shopping research and merchant checkout flows, so product detail pages need clean product facts and reliable access to stay competitive.

Research Signal

Structured product data improves eligibility

Google recommends Product structured data and merchant listing markup for price, availability, shipping, returns, and variant understanding.

Research Signal

Freshness and access still control visibility

If price, stock, or crawler access are inconsistent, AI systems have a harder time trusting and surfacing the page.

FAQ

Frequently Asked Questions

This checker is built specifically for ecommerce product pages and AI discovery. It focuses on product schema, merchant signals, freshness, crawler access, and conversational answer readiness instead of only classic SEO checks.

Turn Product Pages Into
AI-Ranked Commerce Assets

Fix the schema, freshness, access, and trust signals that matter for AI shopping visibility.