AI Visibility Scorecard
scratchbegone.com · E-commerce
Somewhat visible. AI bots can read SCRATCH BE GONE, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#205,360 of 737,181 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
The Magic Scratch Remover is a business whose own site puts it this way: "Fix scratches, scuffs, and paint marks in seconds, without spending hundreds on repairs. That scratch on your car?The one you keep noticing every time you walk by." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, Product), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, SCRATCH BE GONE has a working base to build on - fixable, and the signals above are where to start.
How to Use (Only Takes 60 Seconds)?
Step 1: Clean the areaWipe the scratched area clean and make sure it’s completely dry.Step 2: Prime the penPress the tip on a hard surface several times until the liquid fully saturates the tip.Once the tip changes from yellow to brown, it’s ready to use.Step 3: Apply to the scratchUse the pen like a marker and slowly fill in the scratch until it blends in and becomes less visible.Step 4: Wipe away excessUse a.
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The exact fixes for SCRATCH BE GONE
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scratchbegone
Cite this score: Engagemii (2026). "AEO Score for SCRATCH BE GONE." Retrieved from https://engagemii.com/aeo/brands/scratchbegone
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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