CEO SignalBaruch CEO · Idea validator

Campus textbook resale

Sample team · Venture Workshop · 2026-10-27 · Part A · standard tier

The call Build (dry run)

Dry run: 1 deep pain by the code rule; a live run writes the real insight.

Confidence: low. What would change this call: Dry run placeholder.

Value proposition

We help CUNY students who buy required textbooks every semester with: textbooks cost cuny students hundreds of dollars a semester and the bookstore buys them back for almost nothing.

Gauges

Pain and Reach both need 7 or more for a confident call.

Pain 7/10

Rule: 3 + 2 per deep pain (1) + up to 2 for action or money rows (6). (Sharpen interview score: 7/10.)

Sources: Perlego: Books & Textbooks · 1★ review: Impossible to cancel… · Perlego: Books & Textbooks · 1★ review: Worst App for the money · r/CUNY post: Anyone need free textbooks?

Reach 8/10

Copied from the Sharpen interview in a dry run. (Sharpen interview score: 8/10.)

Edge 4/10

Copied from the Sharpen interview in a dry run. (Sharpen interview score: 4/10.)

Evidence

ClaimSupportsRungSource
Competition
Bookshelf is one of the closest apps on the App Store.contextmarketBookshelf
Perlego: Books & Textbooks is one of the closest apps on the App Store.contextmarketPerlego: Books & Textbooks
Get Textbooks: Compare Prices is one of the closest apps on the App Store.contextmarketGet Textbooks: Compare Prices
Audience
A quote from a deep pain cluster (dry-run keyword rule).painmoneyPerlego: Books & Textbooks · 1★ review: Impossible to cancel…
A quote from a deep pain cluster (dry-run keyword rule).paintalkPerlego: Books & Textbooks · 1★ review: Worst App for the money
A quote from a deep pain cluster (dry-run keyword rule).paintalkr/CUNY post: Anyone need free textbooks?
Pricing
Mentions paying, subscribing, or upgrading (dry-run keyword rule).painmoneyBookshelf · 1★ review: Videos
Mentions paying, subscribing, or upgrading (dry-run keyword rule).painmoneyPerlego: Books & Textbooks · 1★ review: Double Subscription!!

Three next moves (this week)

  1. Price it and quote the next five. Put a price on the first version and quote it to five CUNY students who buy required textbooks every semester. The ask: A yes or no at a named price.
  2. Take deposits, not interest. Put a small refundable deposit behind the sign-up button on a one-page site. The ask: A refundable deposit.
  3. Set a threshold before building. Decide how many paid commitments justify building, and refund everyone if you miss it. The ask: A pre-order.

Part review

PartRatingCommentSuggested rewrite
WhookDry run: not reviewed.—
PainokDry run: not reviewed.—
SolutionokDry run: not reviewed.—

Only weak parts get a rewrite. The founder's original wording above is kept either way.

Devil's advocate: the case for Park

Dry run placeholder. A live run argues the strongest case against "We help CUNY students who buy required textbooks every semester with: textbooks cost cuny students hundreds of dollars a semester and the bookstore buys them back for almost nothing." from the interview.

What would change the advocate's mind: Placeholder: deposits or pre-orders from strangers.


Stage 2 · Pain map

Sources read: 25 Reddit posts and comments, 0 cited web quotes, 16 Hacker News comments, 36 low-star App Store reviews. 42 became evidence rows.

Deep Mentions of "textbook"

Dry run: 20 rows grouped by keyword, not by meaning. (20 rows from 8 distinct sources; action or money signal: yes)

“Impossible to cancel subscription. There website constantly crashes and there’s no option in the app to cancel it. Awful company”

— money, Perlego: Books & Textbooks · 1★ review: Impossible to cancel…,

“Worst App for the money. Just not worth the money and the product is of zero value. Never again.”

— talk, Perlego: Books & Textbooks · 1★ review: Worst App for the money,

“Anyone need free textbooks?. Giving away free, in little Haiti. Used, but decent condition. 1) Precalculus, A Right Triangle Approach, 3rd edition. By Ratti & McWaters. link for reference …”

— talk, r/CUNY post: Anyone need free textbooks?,

Shallow Mentions of "used"

Dry run: 12 rows grouped by keyword, not by meaning. (12 rows from 1 distinct source; action or money signal: yes)

“Update made it impossible to use the app. The new update requires iOS 26 which my phone cannot do. This makes it impossible to use the app now with an…”

— talk, ThriftBooks: New & Used Books · 1★ review: Update made it impossible…,

“CAPTCHA. For some reason Thriftbooks has decided to increase their security and now I have to do a CAPTCHA every time I open the app. I don’t know if there…”

— talk, ThriftBooks: New & Used Books · 2★ review: CAPTCHA,

“Doesn’t load. This app doesn’t load I’ve deleted and reinstalled”

— action, ThriftBooks: New & Used Books · 1★ review: Doesn’t load,

Shallow Mentions of "bookshelf"

Dry run: 10 rows grouped by keyword, not by meaning. (10 rows from 1 distinct source; action or money signal: no)

“Read Aloud Feature. The voices in English are so robotic. It’s annoying to listen to. I’ve adjusted the speed and it’s even worse.”

— talk, Bookshelf · 1★ review: Read Aloud Feature,

“Audio. The audio option is terrible. You can barely understand what is being said. I even tried changing the settings and the different voices and none of them helped. Just…”

— talk, Bookshelf · 1★ review: Audio,

“Too many app crashes. I can’t keep up with lecture or reading when apps always closing on its own when jumping to another chapter.”

— talk, Bookshelf · 1★ review: Too many app crashes,

Where they gather: r/CUNY · r/college · r/textbook · Hacker News · Bookshelf reviews · Perlego: Books & Textbooks reviews · ThriftBooks: New & Used Books reviews

Trigger moments:

Stage 3 · Market scan

This table was written by rules from App Store and YC data, not by the model.

App or companyRatingRatingsPriceLaunchedUpdatedPositioningBiggest gap
Bookshelf4.780,287FreeWith Bookshelf, you can enjoy a digital-first, comprehensive study experience from the convenience of your iPad or iPhone.Low-star reviews: "Read Aloud Feature", "Audio", "Too many app crashes"
Perlego: Books & Textbooks4.51,138FreeAccess a wide range of academic textbooks and books with Perlego — the digital library that helps students, researchers, and lifelong learners study on their owLow-star reviews: "Double Subscription!!", "Disappointed", "Impossible to cancel subscription"
Get Textbooks: Compare Prices5.03FreeFind the cheapest copy of any textbook in seconds.No low-star reviews collected.
ThriftBooks: New & Used Books3.81,575FreeShop 13 million new and used books at up to 90% off list price.Low-star reviews: "Doesn’t load", "Login", "ThriftBooks"
EDUBOOKS4.236FreeSave 90% on textbooks!No low-star reviews collected.
RedShelf4.57,079FreeThe RedShelf eReader companion app provides access to read and engage with your textbooks located in your RedShelf account on the My Shelf page.No low-star reviews collected.

White space: Not assessed by rules. A model write-up compares what each competitor leaves unserved.

Market size (bottom-up):

Risk flags:

How this was scored

Dry run: scores come from fixed rules, not a model. Pain uses the deep-pain rule; Reach and Edge are copied from the interview.

Search interest, for context only (not scored): textbook · textbooks

Run notes

Sharpen interview

Projected cost of a live run

Nothing was spent. Estimated lines measure the real prompts this run built (about 4 characters per token) and assume a typical reply length. Assumed lines cover paid web searches, whose size depends on what they find. Tavily searches are free and not listed.

StageModelInput tokensCache readsOutput tokensWeb searchesCostBasis
Sharpenclaude-haiku-5-513,40405,4000$0.004estimated
Sharpen (auto founder)claude-haiku-5-52,12801,2000$0.001estimated
Devil's advocateclaude-haiku-5-551509000$0.001estimated
Dig (web search)claude-sonnet-5-515,50001,5002$0.066assumed
Dig (extract)claude-haiku-5-57,813010,0000$0.006estimated
Dig (cluster)claude-haiku-5-52,88902,0000$0.001estimated
Scan (write-up)claude-haiku-5-51,56501,8000$0.001estimated
Verdictclaude-sonnet-5-57,05004,5000$0.059estimated
Total$0.139

Budget: $0.25. Within budget.

0 unsourced claim references were dropped.