AI Visibility Scorecard
Merit
merit.io · Technology
Borderline visible. AI bots can crawl Merit, 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 5 times
Claude · Meta AI · ShapBot
#1,300,115 of 2,705,027 in Technology for AI visibility
<1
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
About Merit
from our crawl and measurement
"For Hiring Firms Merit helps validate consultants that specialize in the software platforms you use." That is how Merit introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 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
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
Fair
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 4/10, Merit is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Merit?
For Hiring Firms Merit helps validate consultants that specialize in the software platforms you use. How it works for Hiring Firms For Consultants Merit helps you validate your skills specific to platforms you work with. Simply list your projects and the skills you executed. Merit solicits first-hand reviews around those specific skills by your peers on that project.
What is MeritScore©?
Merit Score© is a unique scoring system used to validate skills. Three factors that set our scoring apart from others: Platform Skills Each platform is unique and they require different skill sets to execute successfully. We allow skills to be evaluated individually, providing an assessment specific to the skills of a given platform.
Is this your brand?
The exact fixes for Merit
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Merit.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/merit-io
Cite this score: Engagemii (2026). "AEO Score for Merit." Retrieved from https://engagemii.com/aeo/brands/merit-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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