AI Visibility Scorecard
Humfrid
gethumfrid.com · Technology
Borderline visible. AI bots can crawl Humfrid, 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
#1,299,542 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
12
AI Adoption
iBasic · 12/100
About Humfrid
from our crawl and measurement
Humfrid Make your best bet in minutes, not weeks. describes itself simply: "Speed up product work with the agent that automatically makes sure every bet is backed by evidence and helps each person stay on top of the next step." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
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
Strong
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
Strong
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 4/10, Humfrid is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What to bet on next, already answered.?
Humfrid finds the next opportunity as the work happens. He continuously picks up signals, maps them onto opportunities, and tells you where to focus next. 01. Captured automatically. Signals across all your tools captured and classified - metrics, customer evidence, and what your competitor just shipped.
Is this your brand?
The exact fixes for Humfrid
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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 Humfrid.
Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gethumfrid
Cite this score: Engagemii (2026). "AEO Score for Humfrid." Retrieved from https://engagemii.com/aeo/brands/gethumfrid
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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