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AI Visibility Scorecard
Pak
9voltlight.com · Media & Entertainment
Somewhat visible. AI bots can read Pak, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#646,948 of 1,887,403 in Media & Entertainment for AI visibility
5.1
/10
AEO Score
About Pak
from our crawl and measurement
Pak is a Sunny Valley, OR business whose own site puts it this way: "Official Website -- Pak-Lite LED Flashlights snap to the top of a 9v Battery and provide light for up to 1,200 hours." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
On the page it is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow and structured data describing the business.
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
4
Clear headings and answer-style content.
Entity Clarity
6
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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, Pak has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pak
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Pak.
Source & Attribution
Scored by Engagemii on July 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/9voltlight
Cite this score: Engagemii (2026). "AEO Score for Pak." Retrieved from https://engagemii.com/aeo/brands/9voltlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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