▲ 0.1 since Jul 2026
#2,254,992 OF 2,704,684 IN TECHNOLOGY
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AI Visibility Scorecard
Berm Labs — Precision tools for people who model the real world
bermlabs.com · Technology
Borderline visible. AI bots can crawl Berm Labs — Precision tools for people who model the real world, 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.
AI engines read this profile 1 times
Claude
#2,254,992 of 2,704,684 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Berm Labs — Precision tools for people who model the real world
from our crawl and measurement
"Berm Labs is a small software foundry in Marin County, California. SketchUp extensions, fast full-feature websites, and custom software tools and productivity utilities built to spec." That is how Berm Labs Precision tools for people who model the real world introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
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 3.1/10, Berm Labs — Precision tools for people who model the real world is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a tool in mind?
Whether it's a SketchUp extension, a site that needs to exist by next month, or an idea that needs a working prototype — the first conversation is free and specific. [email protected] berm labs © 2026 Berm Labs LLC Marin County, California Privacy Terms
Is this your brand?
The exact fixes for Berm Labs — Precision tools for people who model the real world
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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 Berm Labs — Precision tools for people who model the real world.
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bermlabs
Cite this score: Engagemii (2026). "AEO Score for Berm Labs — Precision tools for people who model the real world." Retrieved from https://engagemii.com/aeo/brands/bermlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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