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AI Visibility Scorecard
gellermicro.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Geller MicroÅnalytical Laboratory, 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 1 times
Claude
#89,085 of 241,831 in Manufacturing & Industrial for AI visibility
5
/10
AEO Score
from our crawl and measurement
Geller MicroÅnalytical Laboratory is a business whose own site puts it this way: "Geller MicroAnalytical Laboratory, Inc. is certified to ANSI Z540A, ISO-9001 and 17025 (and to A2LA and NVLAP by mutual recognition) providing analytical services and design and." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. None of that can be fixed on the page: it has to be earned.
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.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
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.
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 5/10, Geller MicroÅnalytical Laboratory is crawlable but under-signaled - fixable, and the signals above are where to start.
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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/gellermicro
Cite this score: Engagemii (2026). "AEO Score for Geller MicroÅnalytical Laboratory." Retrieved from https://engagemii.com/aeo/brands/gellermicro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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