AI Visibility Scorecard
Wells + Associates
mjwells.com · Education
Borderline visible. AI bots can crawl Wells + Associates, 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 17 times
Meta AI · Claude · Apple Intelligence · Perplexity
#114,113 of 937,769 in Education for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Education average 14
Top 20% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Education average 13
See what's behind this score →0
About Wells + Associates
from our crawl and measurement
Wells + Associates is a business whose own site puts it this way: "W+A's traffic engineering, transportation planning, and TDM teams create and implement sustainable solutions for commercial, residential, and institutional developments across the United." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
- Company ·
- Wells + Associates
- Website ·
- mjwells.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
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
Strong
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
Strong
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
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 read your site and name it in answers. At 4.2/10, Wells + Associates is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can I reduce parking in my development?
Parking motor vehicles is a costly endeavor - in development and construction costs and in operating expense. Land use also works best when parking facilities experience high utilization.
Why Do Developers Need Parking Studies in Fairfax County?
When considering new projects in Fairfax County, developers learn that parking studies are required to ensure that enough off-street parking spaces are available for the land use intended. Parking requirements have changed a lot since... Read By W+A Engineering + Planning, Mixed Use, Multimodal, Parking Apr 23 , 2026
Is this your brand?
The exact fixes for Wells + Associates
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Wells + Associates.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mjwells
Cite this score: Engagemii (2026). "AEO Score for Wells + Associates." Retrieved from https://engagemii.com/aeo/brands/mjwells
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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