AI Visibility Scorecard
Comparables.ai
comparables.info · Technology
Borderline visible. AI bots can crawl Comparables.ai, 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
#873,075 of 2,704,485 in Technology for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →75
Muse Index Score
iAI agent readiness
Transactable · 75/100
Technology average 17
See what's behind this score →13
About Comparables.ai
from our crawl and measurement
"The leading M&A and valuation intelligence platform. Find +110% more relevant companies 10.5x faster." That is how Comparables.ai introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Comparables.ai
- Website ·
- comparables.info
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
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 read your site and name it in answers. At 4.2/10, Comparables.ai is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who Is Comparables.ai Built For?
Whether you're buying, selling or advising — the work starts with finding the right companies. Comparables.ai compresses that work from weeks to minutes. Corporate Development Private Equity M&A Advisory Investment Banking Map adjacencies, monitor competitors, and hand the board a defensible target list.
Why Do Industry Codes Fail at Company Analysis?
NACE and SIC were designed for statistics offices. Comparables.ai's AI Relevancy engine reads websites, filings and registries to understand every business as it really is — and finds competitors that legacy codes miss entirely.
How Does Comparables.ai Work from First Screen to Signed Deal?
An AI suite that does the analyst work — so your team spends its time on judgment, not gathering. AI Insights The full picture, without the manual research Products and services, business model, customer profiles, market segments and M&A activity — synthesized from millions of websites and filings into one profile you can trust.
What Makes Comparables.ai's Data an Unfair Advantage?
370 M+ Companies indexed across 110+ countries — public and private, with financials where released.
Is this your brand?
The exact fixes for Comparables.ai
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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.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/comparables-info
Cite this score: Engagemii (2026). "AEO Score for Comparables.ai." Retrieved from https://engagemii.com/aeo/brands/comparables-info
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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