FIND OUT WHY AI
SKIPS YOUR PRODUCTS
Your product pages rank on Google — but ChatGPT, Perplexity, and Google AI don't recommend them. We check if your page answers the real buyer questions AI tools look for, then write the fixes for you.
Works on Shopify, WooCommerce, Etsy, and any product URL. No credit card required.
no signup
with fixes
Google · AI · Agents
The Problem
Discovery has changed.
Your listings haven't.
Google is half the game
You can rank #1 and still get skipped when someone asks ChatGPT or Perplexity for a recommendation.
AI matches constraints
"Will this fit?" "Good for beginners?" If your page doesn't answer these questions, AI won't pick you.
AI shopping agents are coming
Soon AI will browse, compare, and buy on behalf of users. Pages without structured data won't even show up.
See It In Action
A report you can implement
in 30 minutes
TOP ISSUES TO FIX
This may not be the best choice if: • You need a dishwasher-safe board (wood requires hand washing) • You're looking for a lightweight, portable option • You frequently cut raw meat (we recommend a separate board)
How It Works
URL in, fixes out
From URL to optimized listing in under 30 seconds
Simple Process
Four steps. That's it.
Paste URL
Drop any product page URL
We Scan
Content, schema, constraints
Get Scores
Google + AI readiness
Copy Fixes
Paste-ready blocks
Features
What you actually get
Three-Channel Scores
Google SEO, AI readiness, and agent compatibility — all in one scan
Constraint Coverage
Which buyer questions you answer — and which you're missing
Paste-Ready Copy
"Best For", "Not For", FAQ, Compatibility — written for you, ready to ship
Schema Validation
Detect missing Product/Offer schema that blocks rich results and AI discovery
Agent Readiness Check
See if your store is ready for AI shopping agents that browse and buy on behalf of users
Export Reports
Markdown or PDF for your team or VA
Why Us
This isn't another SEO tool
Traditional SEO Tools
- ✗ Complex dashboards
- ✗ Make you analyze data
- ✗ Keyword-focused only
- ✗ Ignore AI search
- ✗ No WebMCP awareness
- ✗ Enterprise pricing
ListingScrub
- ✓ Shows exactly what to fix
- ✓ Writes the copy for you
- ✓ Optimizes for constraints
- ✓ Built for AI discovery
- ✓ Agent readiness detection
- ✓ Built for small brands
Pricing
No enterprise nonsense
Free
Perfect to try it out
- 3 audits per month
- Google SEO + AI scores
- 2 paste-ready blocks
- Schema detection
- Image count summary
Pro
Save $10/mo — Beta pricing
For serious sellers
- 50 audits per month
- All paste-ready blocks
- PDF export
- Email reports to anyone
- Per-image audit + AI alt text
- Bulk scan up to 10 URLs
- Monitor 5 URLs weekly
Growth
For teams and power users
- 200 audits per month
- Everything in Pro
- CSV export
- Unlimited bulk scanning
- Unlimited monitoring + alerts
- Competitor comparison
Need just a few scans? Credit Pack: $29 for 10 audits (never expire, same features as Pro per scan). Buy credits →
All plans include a 7-day money-back guarantee. No questions asked.
FAQ
Questions? Answers.
No. ListingScrub focuses specifically on product pages and AI readiness. Use us alongside your existing tools for keyword research and backlinks.
Any public product URL. Shopify, WooCommerce, BigCommerce, Etsy, Amazon, Squarespace, custom sites — if we can load it, we can audit it.
We generate paste-ready blocks for missing sections (Best For, Not For, FAQ, Compatibility). We never invent specs — those come from you.
We check for signals AI shopping assistants use: constraint coverage, decision-support language, and structured data. Based on LLM evaluation research.
Yes! Any public URL works. Many users audit competitors to see what details they include that you're missing.
We store your scan results so you can view them later. We don't store your product page content, and we never share your data with third parties. Anonymous users get 3 free scans with no data stored beyond the scan count.
AI shopping agents (like ChatGPT plugins and autonomous browsing tools) are starting to shop on behalf of users. We check whether your product pages have the structured data these agents need to find and recommend your products.
Stay Ahead
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