CEO SignalBaruch CEO · Idea validator

Roommate money app

Sample team · Venture Workshop · 2026-10-25 · Part A · deep tier

The call Build (dry run)

Dry run: 3 deep pains 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 college students who share an apartment with two or more roommates with: ok so me and my roommates in queens always fight about who paid for what, like groceries and con ed and the wifi.

Gauges

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

Pain 10/10

Rule: 3 + 2 per deep pain (3) + up to 2 for action or money rows (9). (Sharpen interview score: 7/10.)

Sources: r/roommates post: I made a free calculator for the "who pays more for… · r/roommates post: Free rent split calculator that handles room size… · tricount: Split & Settle Bills · 1★ review: Missing most important… · r/roommates post: do you share groceries with your roommates or keep…

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
tricount: Split & Settle Bills is one of the closest apps on the App Store.contextmarkettricount: Split & Settle Bills
Split Pay: Split Bills in Two is one of the closest apps on the App Store.contextmarketSplit Pay: Split Bills in Two
Splitwise is one of the closest apps on the App Store.contextmarketSplitwise
Audience
A quote from a deep pain cluster (dry-run keyword rule).paintalkr/roommates post: I made a free calculator for the "who pays more for…
A quote from a deep pain cluster (dry-run keyword rule).paintalkr/roommates post: Free rent split calculator that handles room size…
A quote from a deep pain cluster (dry-run keyword rule).paintalktricount: Split & Settle Bills · 1★ review: Missing most important…
A quote from a deep pain cluster (dry-run keyword rule).paintalkr/roommates post: do you share groceries with your roommates or keep…
Pricing
Mentions paying, subscribing, or upgrading (dry-run keyword rule).painmoneyr/personalfinance post: Becoming single, what should I look out for…
Mentions paying, subscribing, or upgrading (dry-run keyword rule).painmoneyr/roommates post: flatmate not letting me access the resources i have…
Context
Maxi is a Y Combinator company working on something nearby.contextmarketMaxi
Coupl is a Y Combinator company working on something nearby.contextmarketCoupl

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 college students who share an apartment with two or more roommates. 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 college students who share an apartment with two or more roommates with: ok so me and my roommates in queens always fight about who paid for what, like groceries and con ed and the wifi." 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. 59 became evidence rows.

Deep Mentions of "split"

Dry run: 38 rows grouped by keyword, not by meaning. (38 rows from 15 distinct sources; action or money signal: yes)

“I made a free calculator for the "who pays more for the bigger room" question. Every week someone asks some version of "my room is bigger / has its own…”

— talk, r/roommates post: I made a free calculator for the "who pays more for…,

“Free rent split calculator that handles room size, shared space and a private bathroom. The usual fight is the big room. Splitting purely by square feet overcharges it, because everyone…”

— talk, r/roommates post: Free rent split calculator that handles room size…,

“Missing most important feature. How does this app average 4.9? While it shows the balance of who owes what, it doesn’t show any detail. It’s impossible to ask for repayment…”

— talk, tricount: Split & Settle Bills · 1★ review: Missing most important…,

Shallow Mentions of "splitwise"

Dry run: 10 rows grouped by keyword, not by meaning. (10 rows from 1 distinct source; action or money signal: yes)

“Notification manipulation. This app like many others spams useless notifications to your phone. This is a manipulation tactic (Hook Model) to ensure you are more likely to use them again.”

— talk, Splitwise · 1★ review: Notification manipulation,

“Predatory, dishonest, disgraceful customer service. Wish I could leave zero stars.. Splitwise’s business practices and customer service are absolutely appalling. I signed up for Splitwise for a ONE-TIME USE and…”

— money, Splitwise · 1★ review: Predatory, dishonest, disgraceful customer…,

“Was good like 4 years ago. New app sucks. Just use a spreadsheet and save your cash. The free version is basically useless. The paid version isn’t worth it.”

— action, Splitwise · 2★ review: Was good like 4 years ago,

Deep Mentions of "roommates"

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

“do you share groceries with your roommates or keep everything separate?. we tried splitting everything once and it got weird fast. now i'm wondering if anyone actually makes shared food…”

— talk, r/roommates post: do you share groceries with your roommates or keep…,

“Roommate used my pan. When my roommate moved in, we clearly talked about what kitchen stuff we wanted shared and not. I told her that I did not want my…”

— talk, r/roommates post: Roommate used my pan,

“Is my roommate inconsiderate or what?. I am not very familiar with roommates, so I can't tell what is exactly a normal roommate behavior. To elaborate, I live in a…”

— talk, r/roommates post: Is my roommate inconsiderate or what?,

Deep Mentions of "bills"

Dry run: 3 rows grouped by keyword, not by meaning. (3 rows from 3 distinct sources; action or money signal: yes)

“For two roommates who share a joint account: an iPhone app that tracks the balance and who's paying in. A lot of roommate money stress isn't about one big bill.…”

— talk, r/roommates post: For two roommates who share a joint account: an…,

“Your roommate owes you thirty dollars and just bought something nice. You said nothing.. There is a job in every shared house that nobody applies for. It goes to whoever…”

— talk, r/roommates post: Your roommate owes you thirty dollars and just…,

“Becoming single, what should I look out for or do financially. Basically I'm going to be getting an uncontested divorce soon. I filled out most of the paperwork, but I…”

— money, r/personalfinance post: Becoming single, what should I look out for…,

Where they gather: r/roommates · r/personalfinance · Hacker News · tricount: Split & Settle Bills reviews · Split Pay: Split Bills in Two reviews · Splitwise 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
tricount: Split & Settle Bills4.97,495FreeJoin over 21 million users worldwide who trust tricount to split bills, track expenses, and settle up—free and unlimited.Low-star reviews: "Was good until it wasn’t….", "Cannot add 2 expenses correctly", "Good UI, bad calculations"
Split Pay: Split Bills in Two4.920,315FreeSplit Pay turns your biggest bills into two smaller payments, timed to your paychecks.Low-star reviews: "App is a set up", "Refused to give me an opportunity to correct a mistake", "Okay app but customer RUDE"
Splitwise4.029,053FreeSplitwise is the easiest way to share expenses with friends and family and stop stressing about “who owes who”.Low-star reviews: "Confusing and impractical", "Notification manipulation", "Greedy"
PaySplit: Split Bills & Rent5.01FreeSplit shared bills without the awkward math.No low-star reviews collected.
Deferit: Pay bills in 44.836,382FreeBudget and pay bills in 4 smaller payments.No low-star reviews collected.
iSplit: Split Bills & Expenses—0FreeiSplit is the easiest way to share expenses with friends, roommates, travelers, and family, and stop stressing about who owes who.No low-star reviews collected.

Y Combinator companies nearby: Maxi (Active): AI Agent for your personal finances · Coupl (Active): Banking designed for Indian couples. · SaveIN (Active): Making private healthcare in India accessible and affordable · Orca (Active): Banking for Gen Z, on steroids.

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

Market size (bottom-up):

UX teardown from App Store screenshots

tricount: Split & Settle Bills

Split Pay: Split Bills in Two

Splitwise

Dry run placeholder. A live run reads 2 screenshots per app.

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): split bills · roommates

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-sonnet-5-58,67604,5000$0.062earlier run
Sharpen (auto founder)claude-haiku-5-52,58601,0000$0.001earlier run
Devil's advocateclaude-sonnet-5-543509000$0.010earlier run
Dig (web search)claude-sonnet-5-515,50001,5002$0.066earlier run
Dig (extract)claude-haiku-5-513,177010,8400$0.007earlier run
Dig (cluster)claude-sonnet-5-53,60402,0000$0.027earlier run
Scan (market search)claude-sonnet-5-515,50001,5002$0.066earlier run
Scan (write-up)claude-sonnet-5-51,39401,8000$0.021earlier run
Scan (UX teardown)claude-opus-5-53,29902,5000$0.063earlier run
Verdictclaude-opus-5-58,79007,0000$0.175estimated
Total$0.498

Budget: $1.20. Within budget.

0 unsourced claim references were dropped.