▼ 0.6 since Jul 2026
#2,056,518 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
Brianna Frost
brifrost.com · Technology
Borderline visible. AI bots can crawl Brianna Frost, 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
#2,056,518 of 2,699,841 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Brianna Frost
from our crawl and measurement
"Brianna Frost Work About Book a call Product & Design Leadership I build the systems that connect user insight to product decisions to business outcomes." That is how Brianna Frost introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.4/10, Brianna Frost is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Brianna Frost
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.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brifrost
Cite this score: Engagemii (2026). "AEO Score for Brianna Frost." Retrieved from https://engagemii.com/aeo/brands/brifrost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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