▲ 0.7 since Jun 2026
#30,911 OF 1,960,756 IN MEDIA & ENTERTAINMENT
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
CatchLight
catchlight.io · Media & Entertainment
Somewhat visible. AI bots can read CatchLight, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#30,911 of 1,960,756 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 6.7/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About CatchLight
from our crawl and measurement
CatchLight describes itself simply: "At CatchLight, we believe in the power of visual storytelling to foster a more nuanced and empathetic understanding of the world." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2009.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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
Strong
Inbound links from other sites.
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
Fair
Social discussion and mentions.
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 6.7/10, CatchLight has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CatchLight
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CatchLight.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catchlight-io
Cite this score: Engagemii (2026). "AEO Score for CatchLight." Retrieved from https://engagemii.com/aeo/brands/catchlight-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform