0 product feeds analyzed

Will AI Recommend Your Products?

ChatGPT, Gemini, Perplexity, Meta AI and Claude are the new product discovery engines. Audit your feed in seconds.

🔒 Data deleted after analysis · Report accessible for 7 days

No registration requiredResults in secondsFree forever
Optimized forGeminiGeminiChatGPTChatGPTPerplexityPerplexityMeta AIMeta AIClaudeClaude
Simple Process

How It Works

From URL to full AI-readiness report in three steps.

🔗
1

Paste Your Feed URL

Works with Google Merchant Center XML, JSON, and CSV formats. Any publicly accessible product feed.

2

We Analyze in Seconds

Our engine runs all 5 audit layers simultaneously — checking 40+ attributes across every product.

📊
3

Get Your AI Score

A 0–100 score with per-platform ratings, issue breakdowns, and prioritized fix recommendations.

5-Layer Audit

What We Check

Every dimension AI platforms use to rank and recommend products.

🛡️01

Required Fields

Title, description, price, availability — non-negotiables every platform demands.

Avg. score85%
🔍02

Identifiers / GTIN

GTIN, MPN, Brand — identifiers that let AI match your product to real-world data.

Avg. score48%
🧠03

Semantic Richness

Description depth, material, size, color — attributes AI uses for conversational search.

Avg. score62%
04

Trust Signals

Reviews, return policy, warranty — signals that convert recommendations to purchases.

Avg. score30%
💓05

Technical Health

Feed freshness, image quality, URL validity — technical quality affecting crawlability.

Avg. score91%
Live Report Preview

Sample Score Report

This is what your feed audit looks like — full report in under a minute.

61out of 100
⚡ Partially Ready

Your feed needs improvements before AI platforms
recommend your products.

Top Issues Found

3 of 12 shown
GTIN missing on 847 products
Without GTIN, Google AI Mode and ChatGPT Shopping cannot match your products to real-world listings.
Affects: Google Gemini · ChatGPT Shopping
Return policy not found in feed
ChatGPT Shopping demotes products without visible return policy data in structured feed attributes.
Affects: ChatGPT Shopping · Meta AI
Descriptions average 48 words (min: 150)
Perplexity and Gemini use description depth as a semantic quality signal for conversational queries.
Affects: Perplexity · Google Gemini
FAQ

Frequently Asked Questions

General
AI Shopping