AI Visibility Scorecard
Previous Keeper
previouskeeper.com · Automotive
Borderline visible. AI bots can crawl Previous Keeper, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
Meta AI · Claude
#135,679 of 365,521 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Previous Keeper
from our crawl and measurement
Previous Keeper describes itself simply: "Never lose track of the cars you loved. Get alerted when your previous vehicles go up for sale across UK marketplaces." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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. Roughly two-thirds of sites are invisible to them. At 4.8/10, Previous Keeper is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Still thinking about that car?
Most listings sell within days. We make sure you never miss your chance to buy it back.Start watching your carOr preview a sample report firstBuilt for people who care about cars.© 2026 Previous Keeper. All rights reserved.Terms of ServicePrivacy PolicyFAQArticlesContact
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The exact fixes for Previous Keeper
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Previous Keeper.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/previouskeeper
Cite this score: Engagemii (2026). "AEO Score for Previous Keeper." Retrieved from https://engagemii.com/aeo/brands/previouskeeper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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