#2,133,109 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
mostlycaroline.com
mostlycaroline.com · Technology
Borderline visible. AI bots can crawl mostlycaroline.com, 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
#2,133,109 of 2,699,841 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About mostlycaroline.com
from our crawl and measurement
Caroline Edwards is a business whose own site puts it this way: "Product Designer with 15 years of experience across B2B, B2C and SaaS. Accessibility and inclusive design at the core." As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 3.2/10, mostlycaroline.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mostlycaroline.com
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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 mostlycaroline.com.
Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mostlycaroline
Cite this score: Engagemii (2026). "AEO Score for mostlycaroline.com." Retrieved from https://engagemii.com/aeo/brands/mostlycaroline
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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