AI Visibility Scorecard
JP Windshields
jpwindshields.com · Automotive
Somewhat visible. AI bots can read JP Windshields, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · ChatGPT · ShapBot
#21,189 of 365,655 in Automotive for AI visibility
8
AI Naming Predictability
iRarely named · 8/100
6
AEO Visibility
iBorderline · 5.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About JP Windshields
from our crawl and measurement
"JP Windshields offer windscreen repairs and replacements in East Sussex, Hailsham, & Kent. Mobile service available. Over 30 years experience, call now!." That is how JP Windshields introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Fair
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
Strong
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
Good
Inbound links from other sites.
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 5.9/10, JP Windshields has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose us?
Mobile Windscreen RepairsWe offer convenient mobile services, fixing your windscreen wherever you are—no need to visit a shop! Established Expertise Since 1994With over 30 years of experience, JP Windshields guarantees professional, reliable, and affordable repairs for all types of vehicles. 1-Year Warranty on ReplacementsAll our windscreen replacements come with a 1-year warranty, ensuring long-lasting protection.
Is this your brand?
The exact fixes for JP Windshields
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 JP Windshields.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jpwindshields
Cite this score: Engagemii (2026). "AEO Score for JP Windshields." Retrieved from https://engagemii.com/aeo/brands/jpwindshields
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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