AI Visibility Scorecard
Labsistant
labsistant.com · Technology
Borderline visible. AI bots can crawl Labsistant, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,684,713 of 2,707,789 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About Labsistant
from our crawl and measurement
Labsistant is a business whose own site puts it this way: "Lab inventory management software for research teams, tracking reagents, supplies and samples." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
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
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.3/10, Labsistant is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Still Using Spreadsheets?
Five problems every lab faces and how Labsistant solves each one. ✗ The Problem Expired reagents discovered mid-experiment. 24% of researchers report missing experiments due to unavailable reagents. Out of tips on a Friday. The consumables nobody owns are the ones that run out, and no spreadsheet row turns red when they do. No visibility into who used what. 54% say recording inventory is a major burden.
Is this your brand?
The exact fixes for Labsistant
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/labsistant
Cite this score: Engagemii (2026). "AEO Score for Labsistant." Retrieved from https://engagemii.com/aeo/brands/labsistant
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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