#162,557 OF 262,942 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-07-11
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AI Visibility Scorecard
Formant.io
formant.dev · Manufacturing & Industrial
Borderline visible. AI bots can crawl Formant.io, 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
#162,557 of 262,942 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
12
AI Adoption
iBasic · 12/100
About Formant.io
from our crawl and measurement
"AI agents that close the loop in advanced manufacturing, triaging alarms, investigating root causes, and resolving issues autonomously." That is how Formant.io introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Formant.io is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Formant.io
Which AI engines already crawl you
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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 Formant.io.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/formant-dev
Cite this score: Engagemii (2026). "AEO Score for Formant.io." Retrieved from https://engagemii.com/aeo/brands/formant-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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