CEO SignalBaruch CEO · Idea validator

Subway exit guide

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

The call Pivot (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 baruch students who commute by subway with: an app for commuters that tells you which subway car to ride so you're right at the exit stairs when you get off, starting with the stations

Gauges

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

Pain 6/10

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

Sources: Train vs cars. Subway express · 1★ review: Worst game ever · Train vs cars. Subway express · 1★ review: Worst game I’ve ever played · Train vs cars. Subway express · 1★ review: Worst game I have ever…

Reach 7/10

Copied from the Sharpen interview in a dry run. (Sharpen interview score: 7/10.)

Edge 4/10

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

Evidence

ClaimSupportsRungSource
Competition
iExit Interstate Exit Guide is one of the closest apps on the App Store.contextmarketiExit Interstate Exit Guide
Train vs cars. Subway express is one of the closest apps on the App Store.contextmarketTrain vs cars. Subway express
Commute with Enterprise is one of the closest apps on the App Store.contextmarketCommute with Enterprise
Audience
A quote from a deep pain cluster (dry-run keyword rule).paintalkTrain vs cars. Subway express · 1★ review: Worst game ever
A quote from a deep pain cluster (dry-run keyword rule).paintalkTrain vs cars. Subway express · 1★ review: Worst game I’ve ever played
A quote from a deep pain cluster (dry-run keyword rule).paintalkTrain vs cars. Subway express · 1★ review: Worst game I have ever…
Pricing
Mentions paying, subscribing, or upgrading (dry-run keyword rule).painmoneyTrain vs cars. Subway express · 1★ review: TOO MANY ADS
Context
Affinity is a Y Combinator company working on something nearby.contextmarketAffinity
Infina is a Y Combinator company working on something nearby.contextmarketInfina

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 baruch students who commute by subway. 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 baruch students who commute by subway with: an app for commuters that tells you which subway car to ride so you're right at the exit stairs when you get off, starting with the stations" 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, 15 Hacker News comments, 36 low-star App Store reviews. 48 became evidence rows.

Shallow Mentions of "commute"

Dry run: 19 rows grouped by keyword, not by meaning. (19 rows from 8 distinct sources; action or money signal: no)

“What’s the Point?. This app does absolutely nothing. Your can record trips, record expenses, or view riders from the app. It just takes you to the website which is awful…”

— talk, Commute with Enterprise · 2★ review: What’s the Point?,

“Basically useless. This app has about 1% of the information I was hoping to access. Delete.”

— talk, Commute with Enterprise · 1★ review: Basically useless,

“Rant…. It’s been almost 2 months since college started, and to be real, I’m scared for the future. Everyday I constantly worry, what if I won’t be able to get…”

— talk, r/Baruch post: Rant…,

Deep Mentions of "subway"

Dry run: 17 rows grouped by keyword, not by meaning. (17 rows from 6 distinct sources; action or money signal: yes)

“Worst game ever. The game is fun, but the ads, the ads are annoying. It’s add after add every time. after every level, there’s an ad I can’t even enjoy…”

— talk, Train vs cars. Subway express · 1★ review: Worst game ever,

“Worst game I’ve ever played. This game is the worst when I first joined an ad popped up and if I can give this less stars I would of and…”

— talk, Train vs cars. Subway express · 1★ review: Worst game I’ve ever played,

“Worst game I have ever played. I’ve played many bad mobile games, but this one takes the spot for worst. The amount of ads is so insane that the game…”

— talk, Train vs cars. Subway express · 1★ review: Worst game I have ever…,

Shallow Mentions of "exit"

Dry run: 12 rows grouped by keyword, not by meaning. (12 rows from 1 distinct source; action or money signal: no)

“Pet filter is useless. Wife is traveling with 2 cats and we relied on the pet filter feature to find pet friendly hotels, she had 4 places that said they…”

— talk, iExit Interstate Exit Guide · 1★ review: Pet filter is useless,

“New update unusable. Was easy to use, good information about services at exits. New version is complicated☹️”

— talk, iExit Interstate Exit Guide · 2★ review: New update unusable,

“App is now dead. The app is officially dead. When you start up, nothing appears on the highway screen and is completely unusable. I assume the service has gone dark.”

— talk, iExit Interstate Exit Guide · 1★ review: App is now dead,

Where they gather: r/nyc · r/Baruch · r/commuting · Hacker News · iExit Interstate Exit Guide reviews · Train vs cars. Subway express reviews · Commute with Enterprise 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
iExit Interstate Exit Guide4.837,659FreeThe iExit Interstate Exit Guide is a must-have on your next road trip.Low-star reviews: "New update unusable", "App is now dead", "PORN ADS"
Train vs cars. Subway express4.410,277FreeTrain vs cars.Low-star reviews: "Worst game ever", "Horrible", "Too many ads"
Commute with Enterprise4.7953FreeMeet your new commuting co-pilot.Low-star reviews: "What’s the Point?", "App does not work", "Not Good"
Subway®4.81,217,534FreeYour go-to order just got easier than ever with the new Subway® app.No low-star reviews collected.
Rooms & Exits: Puzzle Escape4.714,546FreeInvestigate crimes, solve tricky escape room puzzles & crack bewildering cases!No low-star reviews collected.
Does not Commute4.43,938FreeWinner of Apple Design Awards 2015!No low-star reviews collected.

Y Combinator companies nearby: Affinity (Active): A compliance training platform built for regulated industries. · Infina (Active): Leading wealth management and investing platform in Vietnam · Vanhawks (Acquired): We are making the smart carbon fibre commuting bike and platform for… · Sitenna (Active): Compound B2B SaaS for modern infrastructure to deploy and manage sites · Waterplan (Active): Water risk mitigation for industrial sites · Bimaplan (Active): Affordable insurance for the next billion Indians

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): subway car · exit

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-5-520,41507,2000$0.006estimated
Sharpen (auto founder)claude-haiku-5-51,86301,4000$0.001estimated
Devil's advocateclaude-haiku-5-551909000$0.001estimated
Dig (web search)claude-sonnet-5-515,50001,5002$0.066assumed
Dig (extract)claude-haiku-5-59,999010,7200$0.006estimated
Dig (cluster)claude-haiku-5-53,34602,0000$0.001estimated
Scan (write-up)claude-haiku-5-51,75001,8000$0.001estimated
Verdictclaude-sonnet-5-57,61004,5000$0.060estimated
Total$0.142

Budget: $0.25. Within budget.

0 unsourced claim references were dropped.