▼ 0.3 since Sep 2026
#76,175 OF 108,497 IN PET CARE
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AI Visibility Scorecard
Fresnel Factory Inc
fresnel.tech · Pet Care
Borderline visible. AI bots can crawl Fresnel Factory Inc, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#76,175 of 108,497 in Pet Care for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Fresnel Factory Inc
from our crawl and measurement
fresnel.tech describes itself simply: "Two useful engineering metrics are threshold margin and human-to-pet signal separation." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Fresnel Factory Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does a PIR pet immunity specification actually mean?
Pet immunity is the ability of a passive infrared (PIR) motion detector to detect a person while reducing unwanted alarms caused by animals such as cats and dogs. Commercial products frequently describe this capability using a maximum pet weight, such as a detector intended for pets up to a specified number of kilograms.
How does Method A measure margin to the detection threshold?
Method A uses the detector’s decision threshold as the reference and evaluates two margins separately. Human headroom — the amount by which the human signal exceeds the selected threshold. Pet margin — the amount by which the pet signal remains below the selected threshold.
How does Method B measure human-to-pet signal separation?
Method B removes the decision threshold from the calculation and compares the two measured signals directly.
Where do the two engineering metrics disagree?
The following measurement illustrates the difference. Human and pet target signals were measured at fixed distances from 0.5 m to 16 m using one lens configuration. For this example, a fixed 1.5 V decision threshold is used to illustrate the threshold-margin calculation. Figure 1. Human and pet PIR signal amplitude versus detection distance.
What can we learn from the 1 m and 2 m measurements?
The 1 m and 2 m points illustrate why the two metrics should not be treated as interchangeable.
Is this your brand?
The exact fixes for Fresnel Factory Inc
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fresnel-tech
Cite this score: Engagemii (2026). "AEO Score for Fresnel Factory Inc." Retrieved from https://engagemii.com/aeo/brands/fresnel-tech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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