Does AI recommend Manhattan Prep?
manhattanprep.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.
10%
of AI answers name Manhattan Prep
Kaplan: 44%. Rank 10 of 46 brands tracked.
Manhattan Prep vs Kaplan, engine by engine
Named most by Gemini (11%), least by ChatGPT (8%). The grey tick is the typical (median) brand of the category.
Questions where Kaplan is named and Manhattan Prep is not
- “What test prep courses would you recommend for a junior who scores better on the ACT?”
- “Good test prep courses for a 170+ score?”
92 more questions like these in this check. The snapshot finds them all for Manhattan Prep 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 Manhattan Prep named, and where?
- Yes. Manhattan Prep is named in 10% of the answers across Gemini, Google AI Overviews and ChatGPT.
- It ranks 10 of 46 brands we track in test prep (SAT, LSAT, MCAT, bar).
- In list answers it shows up at position 2.4 on average in Google AI Overviews (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
10%
Manhattan Prep, above typical
See the full test prep index · Manhattan Prep's weekly trend
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 manhattanprep.com?
Mostly. One setting is worth a look. 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 | AWS in front of the site | Blocked our test |
| Text without JavaScript | 0 words in the raw homepage HTML | Could not test |
The site has no robots.txt, so every crawler is allowed.
- AWS blocked our test requestYour homepage turned away our request from a data center even with a normal browser user agent, so we could not test the AI crawlers themselves. AI crawlers also come from data centers: check that your bot protection lets the verified AI crawlers you want through.
What next
Get the full snapshot report
Manhattan Prep 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.
What is in it · Need something custom? Ask us
Track it every week
Weekly tracking for Manhattan Prep is coming. Get notified when it opens.
Check another brand
A competitor, a client, or a brand in another category. Instant for every brand in the Index.
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. Manhattan Prep 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.