AI Visibility Scorecard
SME
· Manufacturing & Industrial
Visible to AI search. AI engines can read SME, and Structured Data, Technical AEO and Reference Presence are what would get it named ahead of competitors.
AI engines read this profile 27 times
Perplexity · Meta AI · Parallel · Claude
Top 1% in Manufacturing & Industrial for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Manufacturing & Industrial average 14
Top 1% of Manufacturing & Industrial
See what's behind this score →6.95
AEO Visibility
iVisible · 6.95/10
Manufacturing & Industrial average 2.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Manufacturing & Industrial average 18
See what's behind this score →0
About SME
from our crawl and measurement
"Manufacturing builds strong economies and rewarding careers. SME helps manufacturers and the people of our industry grow, learn, and prosper." That is how SME of Southfield, MI introduces itself. To AI engines like ChatGPT and Perplexity it is visible, scoring 6.95 out of 10, with a few gaps left to close.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 27 times in our tracking, including PerplexityBot, Meta AI and ShapBot (Parallel).
- Company ·
- SME
- Website ·
- dev.sme.org
- Industry ·
- Manufacturing & Industrial
- Location ·
- Southfield, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
-
Not yet measured.
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 read your site and name it in answers. At 6.95/10, SME is visible with gaps to close; the signals above show which.
Is this your brand?
The exact fixes for SME
Which AI engines already crawl you
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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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-sme-org
Cite this score: Engagemii (2026). "AEO Score for SME." Retrieved from https://engagemii.com/aeo/brands/dev-sme-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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