New startup ideas · Gifted kids, funded by proof · The club's own scholarship fund, as software
startup concept
Proofseat
An agent that makes a tutoring center's scholarship fund tax-credit ready
Proofseat is an agent service for math circles, olympiad programs and tutoring centers that turns their informal scholarship pot into a compliant program: it drafts the objective selection criteria, verifies family income eligibility, checks competition results like AMC and MATHCOUNTS placements against attendance records, generates donor receipts, and assembles the paperwork to partner with a qualifying SGO so donors capture the federal credit.
- AI agent as a service
- Small business
- '529 plans pay for tutoring
0
similar startups, last 2 years (0 all-time)
yes
8 matching federal grants and programs
Direction supported by government programs and grants
Test it before you build it
$500 · 3 weeks · 20 prospects
For $500 and 3 weeks, prove that math circle and tutoring center operators will put $250 down today to have their scholarship pot credit-ready before January 2027.
Riskiest assumption · An operator with an informal scholarship pot will pay $1,500 up front months before the first credit season, rather than wait for final IRS guidance or attempt the paperwork alone
1Focus group: who and where
The owner-director of a math circle, olympiad prep program or competition-focused tutoring center in an opted-in state, who already comps or discounts seats for strong low-income students out of an informal pot and has no paperwork behind it
where to find 20 · The national math circle directory at mathcircles.org for active circles by state; the MAA AMC host-site locator for centers that proctor AMC 8/10/12 for outside students; National Tutoring Association channels for center owners; direct email to olympiad prep centers surfaced by Google Maps searches in opted-in states like Ohio, Indiana and Florida
2Sell first, build later
A credit-readiness engagement delivered before December 1, 2026: written selection criteria, family income verification workflow, donor receipt templates and the SGO partnership paperwork, so the center's fund can take credit-eligible gifts on January 1, 2027
the ask · $1,500 flat setup plus $25 per award processed
a real yes · A real yes is a paid $250 deposit or a signed engagement letter with the setup invoice paid; a real no is 'this is great, circle back after AMC season', a request for a free template, or an unpaid trial
3Small experiments
The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.
1. Founder-priced setup calls
$100 · 10 days
Email 60 operators pulled from the mathcircles.org directory, the AMC host locator and Google Maps listings, and book 20 twenty-minute calls. On each call, confirm they have an informal scholarship pot, walk through the January 2027 credit deadline, and quote the offer straight: $1,500 flat setup plus $25 per award, done before December. Ask for the agreement on the call.
keep going if · 6 of 20 calls end with the operator asking for the setup agreement
2. Priced landing page test
$150 · 7 days
Put up a one-page site with the $1,500 price, the December-ready deadline and a $250 reservation button, and send it to the 40 operators who did not book a call, plus everyone who asked to think about it. No free consultation framing; the page sells the paid slot.
keep going if · 8 of 60 emailed operators book a call or click through to the reservation checkout
3. Collect five deposits
$250 · 10 days
Take $250 reservations by card or ACH from operators who asked for the agreement, each holding one of ten December-ready setup slots at a founding price locked for a year. Send the two-page engagement letter for signature with the receipt.
keep going if · 5 of 20 engaged operators pay the $250 deposit
4Collect a deposit up front
Tesla took $1,000 refundable reservations for the Model 3 and $100 for the Cybertruck before building either: the deposit is the measurement, not the revenue.
$250
per prospect, refundable
how · A $250 refundable reservation paid by card or ACH against the setup invoice, with a founding price locked for a year, chosen because a tutoring center owner buys like a small business owner: one decision-maker, one card, no procurement set up: Stripe Invoicing ↗
what it reserves · One of ten December-ready setup slots and the $1,500 founding price locked for twelve months
refund · Refunded in full any time before setup work starts, and automatically if final IRS guidance excludes the center's program type from SGO partnership
target · 5 paid $250 deposits from 20 conversations within 21 days
before taking money · Structuring donations for a tax credit is tax practice, so every template ships as attorney-reviewed document preparation and the agent must not represent SGO qualification or promise any donor the credit before that review.
Go: build it if
5 paid deposits and at least 2 full $1,500 setups invoiced within 21 days
Kill: stop if
Fewer than 6 of 20 calls request the agreement, or fewer than 2 deposits after all 20 conversations
5 Scripts to run itoutreach message, landing copy, deposit terms · click to open
outreach message
You already comp seats for strong students whose families cannot pay, and from January, donors to a properly structured fund get a $1,700 federal credit for funding exactly those seats. I make small programs credit-ready before December: written criteria, income verification, donor receipts and the SGO paperwork, work you would otherwise buy from a nonprofit attorney. Flat $1,500 plus $25 per award. Worth a 20-minute call this week to see whether your fund can qualify?
landing page
Your scholarship pot, tax-credit ready before January. $1,500 flat setup plus $25 per award: criteria, income checks, donor receipts, SGO paperwork. Put $250 down to hold a December-ready slot.
deposit terms
$250 holds one of ten December-ready setup slots and locks the $1,500 founding price for twelve months. It is applied to your setup invoice, refunded in full any time before work starts, and refunded automatically if final IRS guidance excludes your program type. Setup completes within 21 days of kickoff.
Would you run this test?
One tap. The yes-share feeds the Demand pillar of this idea's score; nobody sees who answered.
Budgets are out-of-pocket estimates for a team of one to three, US market. Size the deposit to the deal, and check the terms before taking money in a regulated line.
Scorecard
Ranked against every idea in the catalog: trend, demand and 100x potential from the corpus, competition relative to the other ideas. A generated concept has no judges or swipes yet, so its pillars use the data signals only.
53
Idea Score, 0-100 (partial) · raw 33.0 x 1.61
Open
competition: more crowded than 12% of ideas · headwind x0.94
+3.2
government priorities, secondary (15 matching grants)
Trend
21
Is the wave forming now? 2025-26 entrants vs 2023-24, rounds since 2025, the sector's live-batch direction, the 2026 trend analyst.
- Entrants 2025-26 vs 2023-24 (similar companies)21
- Rounds announced 2025+ in the sector44
- Sector direction (live batch)0
Demand
30
Does anyone want it? YC's current RFS, companies already paid for something similar, the operator judge, founders' yes-rate in decks, readers who would run the test.
- YC asks for it (current RFS: idea / sector)60
- Someone already pays (similar companies, recent / all-time)0
100x potential
50
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- no signal yet, taken as 50
Score = 100 x cbrt(Trend x Demand x 100x) x (1 - 0.5 x crowding) + government bonus (max 5), calibrated so the 95th-percentile idea scores 90 (order never changes). A geometric mean: a weak pillar cannot be papered over. Percentiles are among the 382 ideas in the catalog; the terms matched were tutoring, center, scholarship, fund, tax-credit, ready, math, circles.
The concept in full
- What
- Proofseat is an agent service for math circles, olympiad programs and tutoring centers that turns their informal scholarship pot into a compliant program: it drafts the objective selection criteria, verifies family income eligibility, checks competition results like AMC and MATHCOUNTS placements against attendance records, generates donor receipts, and assembles the paperwork to partner with a qualifying SGO so donors capture the federal credit. It also flags which billed services qualify for families' 529 withdrawals so paid seats and funded seats run on the same invoices. Students see a private progression record of scores and streaks; donors see cohort-level outcomes only.
- Grounded in (2025-2026 signals)
- John Hancock Investments on the One Big Beautiful Bill Act: from 2026, 529 withdrawals up to $20,000 per child cover tutoring by a qualified tutor, standardized tests, AP fees, SAT and ACT. IRS IR-2026-76 (June 8, 2026): 27 states in the federal SGO credit. Federal Register, April 22, 2026: the Javits program ran its FY2026 competition only after being proposed for elimination, so gifted funding is shifting to whoever funds it locally.
- What it rides
- '529 plans pay for tutoring, test prep and exams, $20,000 a year from 2026' and 'Federal scholarship tax credit from 2027, 27 states in': the first makes the center a payable provider on family rails, the second makes its donor fund credit-eligible, and Proofseat is the compliance labor for both
- Why now
- Between the 529 expansion effective 2026 and credits claimable from January 1, 2027, a tutoring center has under a year to structure its fund before the first credit season, and with the only federal gifted program (Javits) proposed for elimination in FY2026, local donor funds are becoming the main support channel for high-achieving low-income students
- Wedge: first customer and entry point
- Math circle and olympiad prep operators in the 27 opted-in states; charge a flat setup engagement plus a per-award fee, with the agent doing work the operator would otherwise pay a nonprofit attorney for
- Closest real companies, as the generator saw them
- Excellence Learning, Tegore and Miyagi Labs sell AI tutoring itself, not the funding compliance around it; Medly AI raised $8M in August 2026 for tutoring delivery; Magnetic does tax work for CPA firms, not scholarship programs. None tracked doing SGO and 529 readiness for small programs.
- Main risk
- IRS rules on SGO qualification are still being implemented and a narrow reading of qualified expenses or charitable class could strand the product before the first credit season
Similar startups in the directory
Companies whose pitch matches most of the concept's terms (tutoring, center, scholarship, fund, tax-credit, ready, math, circles).
Nothing in the directory matches this concept's terms.
Public money in this direction
US federal grants and open opportunities matched to the concept's terms.
NIH / NIBIB · SBIR phase II · $1M
NIH / NIDA · STTR phase I · $305K
NIH / NIDA · SBIR phase I · $400K
NIH / NIDDK · SBIR phase I · $226K
National Science Foundation · CyberAICorps SFS · $500K
National Science Foundation · CyberAICorps SFS · $500K
- Collaborative Research: CyberAI Innovation: Securing and Leveraging Agentic AI for Cyber Defenseaward
National Science Foundation · CyberAICorps SFS · $250K
National Science Foundation · CyberAICorps SFS · $200K
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Fictional concept generated 2026-08-27 by claude-fable-5 from the collection's brief and MarkosWeb data. Treat it as a research prompt, not a plan.