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AI Visibility Scorecard
pathwayresearchstudio.com · Nonprofits
Borderline visible. AI bots can crawl PRC Impact, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#421,781 of 758,202 in Nonprofits for AI visibility
4.5
/10
AEO Score
from our crawl and measurement
"Senior-led qualitative research and civic strategy firm serving public agencies, nonprofits, coalitions, campaigns, and mission-driven organizations across the South and nationally." That is how PRC Impact Senior-Led Qualitative Research & Civic Strategy of Montgomery, AL introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
The site gets some of it right: it has structured data on the page (ProfessionalService, WebSite, BreadcrumbList), a readable heading structure. What holds it back is what is absent, including an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 4.5/10, PRC Impact is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PRC Impact
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pathwayresearchstudio
Cite this score: Engagemii (2026). "AEO Score for PRC Impact." Retrieved from https://engagemii.com/aeo/brands/pathwayresearchstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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