AI Visibility Scorecard
integrityspring.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Integrity Spring, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Perplexity
#71,323 of 267,978 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Integrity Spring is a Houston, TX business whose own site puts it this way: "Integrity Spring: Leading spring manufacturer in Houston, TX, offering precision springs with fast lead times and exceptional service." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Strong
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
Fair
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 5.2/10, Integrity Spring has a working base to build on - fixable, and the signals above are where to start.
Why Integrity Spring?
Unmatched Customer ServiceUnmatched Customer ServiceUnmatched Customer ServiceFast response times and easy communication.Stocking ProgramsUnmatched Customer ServiceUnmatched Customer ServiceTailored to your needs.On-Time DeliveriesUnmatched Customer ServiceOn-Time DeliveriesFast turnarounds (2-3 weeks depending on material availability).
Is this your brand?
The exact fixes for Integrity Spring
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/integrityspring
Cite this score: Engagemii (2026). "AEO Score for Integrity Spring." Retrieved from https://engagemii.com/aeo/brands/integrityspring
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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