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What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Cat DB just got measured.
6/10 means Cat DB is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Cat DB
The Ultimate Catalytic Converter Pricing App - Largest American Cat Database - Search by VIN or Year, Make, Model - "Best app of it's kind!"
Key Topics
Details
Category: Technology
catdb.appAI Visibility Breakdown
4
Structured Data
7
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
7
Technical AEO
5
AI Discoverability
Frequently Asked Questions
Are the catalytic converter prices guaranteed?
Yes! All “buyer-backed” prices are paid by the American recyclers showcased on the app. Selling to these buyers isn’t required, but if you’d like to sell to them, visit the buyer map to find a buyer near you. You also have the option of using “ Live Market ” prices similar to how you would use “spot” or commodity prices to negotiate the sale of other metals like gold or copper. With Cat DB, you get the best of both worlds: a high-tech app and a buyer focused on purchasing. We manage the platform, converter da
How is Cat DB different from other apps?
Unlike apps run by recyclers, we’re a tech company focused solely on building the most accurate and complete cat database. We’ve aggregated data from multiple smelters and recyclers, corrected thousands of errors, and added even more details to create the largest USA dataset ever. With buyers on the app ready to purchase, we handle the tech—complete photos, 3D models, specs, and codes—so they can focus on buying while you get the most reliable, up-to-date information available.
Is the app free?
Yes! You get 3 free code searches daily—no login, credit card, or commitment needed. Just download and start searching. After 30 days, create a free account to keep using it forever. Need more searches? Activate a 7-day free trial of UNLIMITED lookups or explore our paid plans for higher volume. We only make money from subscriptions—no fees on transactions—so you get 100% value from your cats! See Subscription Plans →
What tools are included in the app?
All 3 subscription tiers (Level 1-3) include ALL our tools. On the “free forever” plan, you’ll have everything except the “profit margin” tool. To use the advanced cart, just make sure you’re logged in. Included tools: • VIN & Vehicle search • Market price switcher • Accurate cart count & totals (including partials) • 3,000+ unknown code listings • Interactive 3D view • Profit margin adjustment • High resolution photos (with and without shields) • 28 filter options for searching • Advanced metals market graph • Send cart to buyer option See All Tools → See Subscriptio
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on May 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catdb-app
Cite this score: Engagemii (2026). "AEO Score for Cat DB." Retrieved from https://engagemii.com/aeo/brands/catdb-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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