▲ 0.4 since Jun 2026
#19,068 OF 713,111 IN E-COMMERCE
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AI Visibility Scorecard
Professional Windshield Repair Kits
ultrabond.com · E-commerce
Somewhat visible. AI bots can read Professional Windshield Repair Kits, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Apple Intelligence · Claude
#19,068 of 713,111 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Professional Windshield Repair Kits
from our crawl and measurement
Professional Windshield Repair Kits is a Grand Junction, CO business whose own site puts it this way: "Professional windshield repair kits that have been tested to the ANSI approved windshield repair standard with a score of over 100% new windshield strength." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.4/10, Professional Windshield Repair Kits has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Professional Windshield Repair Kits
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Professional Windshield Repair Kits.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ultrabond
Cite this score: Engagemii (2026). "AEO Score for Professional Windshield Repair Kits." Retrieved from https://engagemii.com/aeo/brands/ultrabond
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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