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
| Claim | Supports | Rung | Source |
|---|---|---|---|
| Competition | |||
| iExit Interstate Exit Guide is one of the closest apps on the App Store. | context | market | iExit Interstate Exit Guide |
| Train vs cars. Subway express is one of the closest apps on the App Store. | context | market | Train vs cars. Subway express |
| Commute with Enterprise is one of the closest apps on the App Store. | context | market | Commute with Enterprise |
| Audience | |||
| A quote from a deep pain cluster (dry-run keyword rule). | pain | talk | Train vs cars. Subway express · 1★ review: Worst game ever |
| A quote from a deep pain cluster (dry-run keyword rule). | pain | talk | Train vs cars. Subway express · 1★ review: Worst game I’ve ever played |
| A quote from a deep pain cluster (dry-run keyword rule). | pain | talk | Train vs cars. Subway express · 1★ review: Worst game I have ever… |
| Pricing | |||
| Mentions paying, subscribing, or upgrading (dry-run keyword rule). | pain | money | Train vs cars. Subway express · 1★ review: TOO MANY ADS |
| Context | |||
| Affinity is a Y Combinator company working on something nearby. | context | market | Affinity |
| Infina is a Y Combinator company working on something nearby. | context | market | Infina |
Three next moves (this week)
- 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.
- Take deposits, not interest. Put a small refundable deposit behind the sign-up button on a one-page site. The ask: A refundable deposit.
- 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
| Part | Rating | Comment | Suggested rewrite |
|---|---|---|---|
| Who | ok | Dry run: not reviewed. | — |
| Pain | ok | Dry run: not reviewed. | — |
| Solution | ok | Dry 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.
- Placeholder: is the pain frequent enough to change behavior?
- Placeholder: will people pay, or only agree it's annoying?
- Placeholder: can a free incumbent copy this quickly?
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…”
“Basically useless. This app has about 1% of the information I was hoping to access. Delete.”
“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…”
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…”
“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…”
“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…”
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…”
“New update unusable. Was easy to use, good information about services at exits. New version is complicated☹️”
“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.”
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:
- I need a new job in Hamilton, just typing here because I’m at work completely exhausted and don’t know how I’m going to get through the rest of the day much les
- I was so excited to use this app for our 10 hour trip but when it was time for lunch it couldn’t find us on I555 north.
- after every level, there’s an ad I can’t even enjoy the game because of all the ads if if they could just remove some of the ads, that would be great.
- 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 every level when I crash it just pops up
Stage 3 · Market scan
This table was written by rules from App Store and YC data, not by the model.
| App or company | Rating | Ratings | Price | Launched | Updated | Positioning | Biggest gap |
|---|---|---|---|---|---|---|---|
| iExit Interstate Exit Guide | 4.8 | 37,659 | Free | The 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 express | 4.4 | 10,277 | Free | Train vs cars. | Low-star reviews: "Worst game ever", "Horrible", "Too many ads" | ||
| Commute with Enterprise | 4.7 | 953 | Free | Meet your new commuting co-pilot. | Low-star reviews: "What’s the Point?", "App does not work", "Not Good" | ||
| Subway® | 4.8 | 1,217,534 | Free | Your go-to order just got easier than ever with the new Subway® app. | No low-star reviews collected. | ||
| Rooms & Exits: Puzzle Escape | 4.7 | 14,546 | Free | Investigate crimes, solve tricky escape room puzzles & crack bewildering cases! | No low-star reviews collected. | ||
| Does not Commute | 4.4 | 3,938 | Free | Winner 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):
- TAM: Not estimated by rules.
- SAM: Not estimated by rules.
- SOM: Not estimated by rules.
Risk flags:
- Dominant incumbent. Subway® has 1,217,534 ratings. (source)
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.
- Gauges use the CEO Signal rubric: Pain and Reach must both reach 7 for a confident call.
- Evidence is graded talk → action → money. A pain counts as deep only with 2+ distinct sources and at least one action or money signal.
- Every quote was checked against its source text, and every claim links to a page returned by a real search or data tool during this run. Anything that failed either check was dropped.
Search interest, for context only (not scored): subway car · exit
Run notes
- Paid web search skipped in this dry run (a live run would use up to 2 searches).
- Dry run: the competitor table was written by rules from App Store and YC data.
- Screenshot teardown is off on the standard tier. Add --teardown to include it.
Sharpen interview
- Coach: Where could you message ten of these people this week, and how many are there?
Founder: My friends say it would be cool but I'm not sure anyone would pay. - Coach: What happens the day this goes wrong, and what do people do instead today?
Founder: I'm not sure yet. - Coach: What happens the day this goes wrong, and what do people do instead today?
Founder: I'm not sure yet. - Coach: Where could you message ten of these people this week, and how many are there?
Founder: I'm not sure yet. - Coach: What can you put behind a test this month, in dollars and hours per week?
Founder: I can spend a few hours a week on it. - Coach: What can you put behind a test this month, in dollars and hours per week?
Founder: I'm not sure yet. - Coach: What can you put behind a test this month, in dollars and hours per week?
Founder: I'm not sure yet.
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.
| Stage | Model | Input tokens | Cache reads | Output tokens | Web searches | Cost | Basis |
|---|---|---|---|---|---|---|---|
| Sharpen | claude-haiku-5-5 | 20,415 | 0 | 7,200 | 0 | $0.006 | estimated |
| Sharpen (auto founder) | claude-haiku-5-5 | 1,863 | 0 | 1,400 | 0 | $0.001 | estimated |
| Devil's advocate | claude-haiku-5-5 | 519 | 0 | 900 | 0 | $0.001 | estimated |
| Dig (web search) | claude-sonnet-5-5 | 15,500 | 0 | 1,500 | 2 | $0.066 | assumed |
| Dig (extract) | claude-haiku-5-5 | 9,999 | 0 | 10,720 | 0 | $0.006 | estimated |
| Dig (cluster) | claude-haiku-5-5 | 3,346 | 0 | 2,000 | 0 | $0.001 | estimated |
| Scan (write-up) | claude-haiku-5-5 | 1,750 | 0 | 1,800 | 0 | $0.001 | estimated |
| Verdict | claude-sonnet-5-5 | 7,610 | 0 | 4,500 | 0 | $0.060 | estimated |
| Total | $0.142 |
Budget: $0.25. Within budget.
0 unsourced claim references were dropped.