AI Store Audit
Get recommended by ChatGPT

How to get ChatGPT to recommend your products.

A practical ecommerce guide for making products easier for ChatGPT to understand, compare, and recommend through crawlable facts, schema, FAQs, reviews, and buyer-intent pages.

Run free previewView sample report

Why this page exists

This is one of the clearest pain-led searches because the user already understands the business outcome they want.

Who it is for

Ecommerce founders and marketers who want AI answers to include their products in category and comparison recommendations.

What the audit checks

The report connects each visibility problem to crawl evidence, AI answer samples, competitor risk, and a concrete repair step.

Whether product pages expose clear use case, compatibility, price, availability, and trust facts
Whether Product schema and brand fields are complete enough for AI extraction
Whether category, comparison, and FAQ pages answer buyer questions directly
Whether ChatGPT sample prompts mention the brand, cite the store, or choose competitors
Sample report evidenceChargeable audit v0.2
High
ChatGPT needs more than product names

Recommendation answers are easier to earn when the page clearly states who the product is for, what problem it solves, what it is compatible with, and why the brand is credible.

Medium
Comparison context is often missing

If the store does not explain how to choose between options, AI answers often rely on publisher roundups or competitors that provide clearer buying criteria.

Medium
Recommendation tests should be repeated

A single prompt result is weak evidence; the audit should test product category, use case, brand-worth, and competitor-alternative prompts together.

Buyer prompts to sample

Turn vague AI visibility into repeatable tests.

best [product category] for [use case]which [product] should I buybest [competitor] alternativeis [brand] worth it
  • Recommendation-readiness checklist
  • Product-page evidence gaps
  • Prompt samples to test
  • Fix plan for pages ChatGPT can understand

Run a free preview for your store.

Submit a store URL, brand name, competitors, and buyer queries. The preview runs a real crawl first, then prepares the audit evidence for a paid report.