AI Visibility Scorecard
inrtechs.com · Technology
Borderline visible. AI bots can crawl GO95 Inspection App — A case study by Jeff Brooks · INR Techs, 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 12 times
Claude · Apple Intelligence · Meta AI · Perplexity
#1,290,796 of 2,706,131 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 51% of Technology companies
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Standardizing and automating utility field inspection workflows, from routing to data capture to reporting. A case study of the GO95 Inspection Mapping Program by INR Techs." That is how GO95 Inspection App A case study by Jeff Brooks · INR Techs introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
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 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4/10, GO95 Inspection App — A case study by Jeff Brooks · INR Techs is crawlable but under-signaled - fixable, and the signals above are where to start.
Have a field‑ops problem that looks like this one?
I build operations software for utilities, contractors, and field‑services teams — the kind of tools where "production grade" means "works on a 4G hotspot in the foothills." If that sounds familiar, I'd love to talk.
Is this your brand?
The exact fixes for GO95 Inspection App — A case study by Jeff Brooks · INR Techs
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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/inrtechs
Cite this score: Engagemii (2026). "AEO Score for GO95 Inspection App — A case study by Jeff Brooks · INR Techs." Retrieved from https://engagemii.com/aeo/brands/inrtechs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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