AI Visibility Scorecard
LimnoTech
limno.com · Professional Services
Borderline visible. AI engines can read LimnoTech, but Structured Data, E-E-A-T Signals and News Mentions are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 13 times
Claude · Parallel · Perplexity · Apple Intelligence
Top 1% in Professional Services for AI visibility
76
AI Naming Predictability
iNamed occasionally · 76/100
Professional Services average 8
Top 1% of Professional Services
See what's behind this score →4.57
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Professional Services average 18
See what's behind this score →0
About LimnoTech
from our crawl and measurement
LimnoTech describes itself simply: "LimnoTech is a consulting firm focused on helping our clients achieve sustainable, clean water along with thriving ecosystems and better places to live." Its AI visibility score is 4.57 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 (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 13 times in our tracking, including ClaudeBot (Anthropic), ShapBot (Parallel) and PerplexityBot.
- Company ·
- LimnoTech
- Website ·
- limno.com
- Industry ·
- Professional Services
- Location ·
- Ann Arbor, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 4.57/10, LimnoTech is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for LimnoTech.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/limno
Cite this score: Engagemii (2026). "AEO Score for LimnoTech." Retrieved from https://engagemii.com/aeo/brands/limno
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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