AI Visibility Scorecard
Swift Group of Colleges
sfresedu.com · Education
Borderline visible. AI bots can crawl Swift Group of Colleges, 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 10 times
Meta AI · Claude · Perplexity · ShapBot
#111,958 of 937,701 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Swift Group of Colleges
from our crawl and measurement
"Swift Group of Colleges, Rajpura (Punjab) offers BSc Nursing, GNM, Post Basic, B.Pharmacy, M.Pharmacy, D.Pharmacy, BA, BCom, BCA & BBA. Apply now for 2026 admissions." That is how Swift Group of Colleges of Rajpura, Punjab introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site gets some of it right: it has structured data on the page (CollegeOrUniversity, EducationalOrganization, WebSite), substantial page content. What holds it back is what is absent, including an llms.txt file, a sitemap, a heading structure that lays out what it offers.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
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
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 4.2/10, Swift Group of Colleges is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Swift Group of Colleges
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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/sfresedu
Cite this score: Engagemii (2026). "AEO Score for Swift Group of Colleges." Retrieved from https://engagemii.com/aeo/brands/sfresedu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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