▼ 2.1 since Jun 2026
#822,512 OF 1,383,866 IN FOOD & BEVERAGE
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AI Visibility Scorecard
fremont
fremontvision.com · Food & Beverage
Borderline visible. AI bots can crawl fremont, 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
Meta AI
#822,512 of 1,383,866 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About fremont
from our crawl and measurement
fremont, based in Portland, OR, describes itself simply: "Fremont Family Vision has served NE Portland for nearly 50 years providing eye and optical services for all members of the neighborhood and greater PDX communit." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 3.9/10, fremont is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for fremont
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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 fremont.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fremontvision
Cite this score: Engagemii (2026). "AEO Score for fremont." Retrieved from https://engagemii.com/aeo/brands/fremontvision
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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