AI Visibility Scorecard
Progress Not Perfection
pnpaba.com · Education
Somewhat visible. AI bots can read Progress Not Perfection, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#311,583 of 936,544 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Progress Not Perfection
from our crawl and measurement
Progress Not Perfection is a business whose own site puts it this way: "Individualized, evidence-based ABA therapy for children. Support growth, communication, independence, and social skills with expert guidance." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
The 6 signals AI reads
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
Good
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
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Progress Not Perfection has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/pnpaba
Cite this score: Engagemii (2026). "AEO Score for Progress Not Perfection." Retrieved from https://engagemii.com/aeo/brands/pnpaba
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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