Does AI recommend PrepScholar?
prepscholar.com in test prep (SAT, LSAT, MCAT, bar): how often Gemini, Google AI Overviews and ChatGPT name it next to Kaplan, its top competitor, which sites the answers cite, and whether AI crawlers can read the site.
11%
of AI answers name PrepScholar
Kaplan: 44%. Rank 8 of 46 brands tracked.
PrepScholar vs Kaplan, engine by engine
Named most by Google AI Overviews (16%), least by ChatGPT (8%). The grey tick is the typical (median) brand of the category.
Questions where Kaplan is named and PrepScholar is not
- “Good test prep courses for a 170+ score?”
- “Best MCAT prep course for nontraditional students working full time”
75 more questions like these in this check. The snapshot finds them all for PrepScholar against up to 5 competitors, on 50 buyer questions asked 3 times in each engine, with the sites to get listed on and 5 fixes.
A PDF in 48 hours. What is in it
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The result as a PDF you can forward, then the same check again in 30 days so you see what moved.
Is PrepScholar named, and where?
- Yes. PrepScholar is named in 11% of the answers across Gemini, Google AI Overviews and ChatGPT.
- It ranks 8 of 46 brands we track in test prep (SAT, LSAT, MCAT, bar).
- In list answers it shows up at position 1.9 on average in ChatGPT (1 = first).
The category baseline
From the AI Citation Index (46 brands tracked in test prep (SAT, LSAT, MCAT, bar), Week 41).
2%
The typical brand
44%
The category leader
11%
PrepScholar, above typical
The sites the answers cite
The sites cited most in AI answers about test prep (SAT, LSAT, MCAT, bar), all engines. Being listed, reviewed or discussed on these is the shortest path into the answers.
- youtube.com8.5% of citations
- reddit.com5.4% of citations
- kaptest.com4.5% of citations
- testprepinsight.com3.1% of citations
- princetonreview.com2.6% of citations
- uworld.com2.4% of citations
- blueprintprep.com1.8% of citations
Can AI crawlers read prepscholar.com?
Not fully. The fixes below are listed most important first. Checked Nov 3, 2026.
| Crawler | What it feeds | robots.txt |
|---|---|---|
| OAI-SearchBot | ChatGPT search, the pages it cites | Allowed |
| GPTBot | OpenAI model training only | Allowed |
| Googlebot | Google Search and Google AI Overviews | Allowed |
| Google-Extended | Gemini answers and training | Allowed |
| ClaudeBot | Claude | Allowed |
| Firewall | Cloudflare in front of the site | Blocks AI crawlers |
| Text without JavaScript | 1050 words in the raw homepage HTML | Readable |
- Cloudflare blocks AI crawlersYour homepage answered our AI crawler request with a 429 or a challenge page, while a browser got the page. In Cloudflare, open Security, then Bots, and turn off "Block AI bots" (or allow the verified AI crawlers you want).
What next
Get the full snapshot report
PrepScholar against up to 5 competitors on many more buyer questions: where you are missing, the sites to get listed on, and 5 fixes. A PDF in 48 hours.
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Numbers come straight from the answers we collected; we do not edit them for any brand. We publish counts and the sites cited, never the answers themselves. PrepScholar team? If something looks wrong, tell us.
We make every effort to find high-quality data sources, but this data comes from AI engine answers collected from the open web and we cannot guarantee its accuracy, completeness or reliability. Use it at your own risk.