AI Visibility Scorecard
SWMPC
swmpc.org · Technology
Somewhat visible. AI bots can read SWMPC, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 12 times
Claude · Meta AI · Perplexity
#196,501 of 2,704,641 in Technology for AI visibility
79
AI Naming Predictability
iNamed occasionally · 79/100
Technology average 28
Top 4% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →5
0
About SWMPC
from our crawl and measurement
SWMPC is a Benton Harbor, MI business whose own site puts it this way: "Together, let’s put our passion and skill to work to strengthen our infrastructure, spur economic development and preserve our natural resources for generations to come." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- SWMPC
- Website ·
- swmpc.org
- Industry ·
- Technology
- Location ·
- Benton Harbor, Michigan
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 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
Strong
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
Fair
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
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 read your site and name it in answers. At 5.2/10, SWMPC has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for SWMPC
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swmpc-org
Cite this score: Engagemii (2026). "AEO Score for SWMPC." Retrieved from https://engagemii.com/aeo/brands/swmpc-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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