AI Visibility Scorecard
Elphel: Free Software & Open Hardware Imaging
elphel.com · Technology
Somewhat visible. AI bots can read Elphel: Free Software & Open Hardware Imaging, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · Perplexity
#101,098 of 2,704,425 in Technology for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Technology average 28
Top 2% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Elphel: Free Software & Open Hardware Imaging
from our crawl and measurement
Elphel: Free Software & Open Hardware Imaging is a business whose own site puts it this way: "Welcome to Elphel Elphel high performance cameras are free software and hardware designs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page it is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and a clearly stated business identity.
Away from its own site, other sites link to it, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2001.
- Company ·
- Elphel: Free Software & Open Hardware Imaging
- Website ·
- elphel.com
- Industry ·
- Technology
- Location ·
- Salt Lake City, Utah
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.4/10, Elphel: Free Software & Open Hardware Imaging has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Elphel: Free Software & Open Hardware Imaging
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/elphel
Cite this score: Engagemii (2026). "AEO Score for Elphel: Free Software & Open Hardware Imaging." Retrieved from https://engagemii.com/aeo/brands/elphel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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