AI Visibility Scorecard
Big Starfish
bigstarfish.com · Technology
Somewhat visible. AI bots can read Big Starfish, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#464,583 of 2,707,167 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
48
Muse Index Score
iAI agent readiness
Agent-ready · 48/100
17
AI Adoption
iBasic · 17/100
About Big Starfish
from our crawl and measurement
BigStarfish, based in Missoula, MT, describes itself simply: "Big Starfish builds and runs custom AI agents for small businesses: round-the-clock call coverage that qualifies and books, speed-to-lead callbacks in under 2 minutes, SMS dead-lead." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, SoftwareApplication, WebSite), an llms.txt file for AI models and 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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Fair
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
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 5.4/10, Big Starfish has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
When someone asks ChatGPT who to call, do you come up?
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Is this your brand?
The exact fixes for Big Starfish
Which AI engines already crawl you
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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 Big Starfish.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bigstarfish
Cite this score: Engagemii (2026). "AEO Score for Big Starfish." Retrieved from https://engagemii.com/aeo/brands/bigstarfish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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