AI Visibility Scorecard
GlassFrog
glassfrog.com · Technology
Somewhat visible. AI bots can read GlassFrog, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · ShapBot
#154,696 of 2,707,521 in Technology for AI visibility
6
AEO Visibility
iVisible · 6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About GlassFrog
from our crawl and measurement
GlassFrog describes itself simply: "At the crossroads of agile methodologies and self management stands GlassFrog, a role-based teams and collaboration software built for the future of work." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once 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
Strong
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.
Off-page authority
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
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 6/10, GlassFrog has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why self management?
In a rapidly changing business landscape, complex organizations are embarking on a journey toward clarity, which will enable them to adapt to changes with agility.
Is this your brand?
The exact fixes for GlassFrog
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 GlassFrog.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/glassfrog
Cite this score: Engagemii (2026). "AEO Score for GlassFrog." Retrieved from https://engagemii.com/aeo/brands/glassfrog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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