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AI Visibility Scorecard
finalREV
gofinalrev.com · E-commerce
Somewhat visible. AI bots can read finalREV, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#156,768 of 520,740 in E-commerce for AI visibility
5.1
/10
AEO Score
About finalREV
from our crawl and measurement
finalREV, based in Berkeley, CA, describes itself simply: "finalREV is a software-first CNC machine shop in Berkeley, California. Hardware engineers upload STEP files for quotes and receive custom machined parts as soon as same day in...." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Organization, LocalBusiness, ProfessionalService), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, finalREV has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for finalREV
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for finalREV.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gofinalrev
Cite this score: Engagemii (2026). "AEO Score for finalREV." Retrieved from https://engagemii.com/aeo/brands/gofinalrev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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