AI Visibility Scorecard
drupalaid.com · Technology
At 3.32/10, Drupal Aid is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 17 times
Meta AI · Claude · Perplexity · Parallel
Top 25% in Technology for AI visibility
58
AI Naming Predictability
iRarely named · 58/100
Technology average 28
Top 11% of Technology
See what's behind this score →3.32
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"Specialized Drupal support and maintenance service provider focused exclusively on maintaining Drupal websites." That is how Drupal Aid of Pittsburgh, PA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.32 out of 10.
Our crawl found structured data on the page (ProfessionalService, Product, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 17 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and PerplexityBot.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.32/10, Drupal Aid is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Drupal Support, Fixes, & UpdatesHow can we help your Drupal website?
You can't do it all yourself, which is why we're here to help. Helpdesk SupportGet help when you need itWe're happy to answer your support questions. We commonly field questions regarding maintaining Drupal, installing themes and modules, resizing/optimizing images, creating website content, website analytics, basic on-page SEO, and much more.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Drupal Aid.
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drupalaid
Cite this score: Engagemii (2026). "AEO Score for Drupal Aid." Retrieved from https://engagemii.com/aeo/brands/drupalaid
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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