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AI Visibility Scorecard
PR Preview
pr-preview.com · Technology
Somewhat visible. AI bots can read PR Preview, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#603,954 of 2,808,083 in Technology for AI visibility
5.4
/10
AEO Score
About PR Preview
from our crawl and measurement
PR Preview, based in Bucharest, describes itself simply: "PR Preview is a free, open-source npm CLI that records a before/after video of your pull request. Ask Claude Code to record it, through the built-in MCP server it drives your...." Its AI visibility score is 5.4 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, WebSite, SoftwareApplication), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
4
Forum and community discussion.
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 5.4/10, PR Preview has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PR Preview
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for PR Preview.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pr-preview
Cite this score: Engagemii (2026). "AEO Score for PR Preview." Retrieved from https://engagemii.com/aeo/brands/pr-preview
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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