New startup ideas · Direct giving, without the middlemen · Mutual aid, congregations and employer hardship funds
startup concept
Veriplea
Screens disaster appeals for deepfakes and fake organizers before funds open
A screening API for giving platforms, community foundations and community-run disaster funds.
- Infrastructure and APIs
- Enterprise
- 'FBI
4
similar startups, last 2 years (19 all-time)
yes
8 matching federal grants and programs
Direction supported by government programs and grants
Test it before you build it
$1,500 · 6 weeks · 15 prospects
For $1,500 and 6 weeks, learn whether AB 488-exposed platforms and community foundations will pay $2,500 up front for pre-launch appeal screening.
Riskiest assumption · A platform or foundation with AB 488 screening duties will pay a third party for pre-launch screening now, before a public fraud incident forces it, rather than treating compliance as legal paperwork with no budget line.
1Focus group: who and where
The trust-and-safety or compliance lead at a charitable fundraising platform registered with the California AG under AB 488, and the donor-services or program officer who runs disaster funds at a community foundation - both screening appeal intake by hand today and answerable when a fake appeal goes live.
where to find 15 · The California AG's public registry of charitable fundraising platforms filed under AB 488 (list), the Technology Association of Grantmakers community and the Council on Foundations community-foundation directory (association), and Center for Disaster Philanthropy webinars where disaster-fund staff already gather (event).
2Sell first, build later
A 60-day design-partner pilot: your next 100 appeals, or one full disaster-fund intake cycle, run through a single screening endpoint - deepfake test, reverse image search, domain age, organizer identity, state good standing - each returning a risk score and an evidence file your team can put in front of a regulator, wired into your intake within 21 days of signature.
the ask · $2,500 per pilot invoiced up front, with the $12,000-per-year license quoted in the pilot agreement
a real yes · A paid $2,500 invoice, or a signed LOI with a dated start and named users backed by a purchase order in review, is a yes; 'send us more information', an unpaid trial, and a security questionnaire with no budget owner attached are not.
3Small experiments
The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.
1. Fifteen compliance-lead calls
$200 · 14 days
Pull 30 names from the CA AG platform registry and the Council on Foundations directory, warm up through TAG and CDP webinar threads, and book 15 calls. Ask three things: who screens appeals today, what an AB 488 exam or a public fraud incident would cost them, and who owns budget for screening. End each call by offering the sample audit from experiment 2.
keep going if · 8 of 15 confirm manual screening and name a budget owner, and 6 of 15 ask for the sample audit
2. Sample audit on live appeals
$500 · 10 days
Pick appeals from a currently declared disaster - late August sits inside hurricane season - and manually screen 25 public ones: deepfake test on video and images using trial credits from a commercial detector, reverse image search for stolen news photos, domain age via WHOIS, organizer identity signals, and state registry good standing. Package each as a risk score plus an evidence file and send the redacted report to all 15 prospects.
keep going if · 6 of 15 recipients request a scoped pilot proposal on their own intake
3. Paid design-partner pilots
$800 · 21 days
Send a two-page pilot agreement (reviewed once by a lawyer) to everyone who requested a proposal: 60 days, next 100 appeals or one disaster-fund intake cycle, $2,500 invoiced up front, integration live within 21 days of signature. Where procurement genuinely blocks prepayment, take a signed LOI with a dated start and a purchase order under review as the fallback yes, and log which yes each prospect gives.
keep going if · 2 pilots paid, or 1 paid plus 2 signed LOIs with dated starts and named users
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.
$2,500
per prospect, refundable
how · A paid design-partner pilot invoiced up front against a written two-page scope, signed by the budget owner the compliance lead named on the first call - enterprise buyers do not tap cards, they pay invoices against scopes; where procurement blocks prepayment, collect a signed LOI with a dated start plus a purchase order under review instead. set up: Stripe Invoicing ↗
what it reserves · One of two design-partner slots this quarter, integration within 21 days of signature, and 50% of the fee credited against the first-year license on conversion
refund · Full refund if risk scores and evidence files are not delivered on the first 100 appeals within the 60-day pilot window.
target · 2 paid pilots from 15 conversations within 6 weeks
before taking money · Never market the risk score as a legal certification of AB 488 compliance, and have counsel review every claim in the pilot agreement and sales material before the first invoice goes out.
Go: build it if
2 pilots paid ($5,000 collected), or 1 paid plus 2 dated LOIs, within 6 weeks - the compliance duty converts to budget, build the endpoint.
Kill: stop if
Zero paid pilots and zero dated LOIs from 15 conversations, or prospects uniformly say AB 488 is handled by counsel as paperwork with no screening budget - stop before the arms race starts.
5 Scripts to run itoutreach message, landing copy, deposit terms · click to open
outreach message
Your platform appears on the California AG's registry of charitable fundraising platforms, which puts AB 488 screening duties on your team - and the FBI's January 2025 alert says deepfake appeals now outrun manual review. We screened 25 live appeals from this season's declared disasters and found stolen news photos and week-old fundraising domains among them; I'll send you the evidence files. Do you have 20 minutes this week to compare them against your own intake?
landing page
Screen disaster appeals for deepfakes and fake organizers before funds open. $2,500 design-partner pilot: risk scores and evidence files on your next 100 appeals, delivered over 60 days. Book a scoping call - two pilot slots this quarter.
deposit terms
The $2,500 pilot fee is invoiced up front and reserves one of two design-partner slots this quarter, with screening wired into your intake within 21 days of signature. Half the fee is credited against your first-year license if you convert. If we fail to deliver risk scores and evidence files on your first 100 appeals within 60 days, the full fee is refunded.
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.
75
Idea Score, 0-100 · raw 45.8 x 1.64
Active
competition: more crowded than 57% of ideas · headwind x0.71
+4.1
government priorities, secondary (39 matching grants)
Trend
61
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)98
- Rounds announced 2025+ in the sector33
- Sector direction (live batch)50
Demand
65
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)30
- Someone already pays (similar companies, recent / all-time)100
100x potential
51
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Neighbours still alive51
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 screens, disaster, appeals, deepfakes, fake, organizers, funds, screening.
The concept in full
- What
- A screening API for giving platforms, community foundations and community-run disaster funds. Before an appeal goes live it runs a deepfake test on the appeal's video and images, reverse-searches for stolen news photos, checks the fundraising domain's age, verifies the organizer's identity, and confirms good standing with state regulators. Returns a risk score and an evidence file, stopping fraud before money moves rather than clawing it back after.
- Grounded in (2025-2026 signals)
- FBI IC3 alert of January 16, 2025 counting more than 4,500 complaints and about $96 million lost to fraudulent charities and crowdfunding in 2024, with Los Angeles wildfire scam sites fronted by AI-generated deepfakes; YC Fall 2026 Requests for Startups 'Proving You're Human' and 'AI-Native Compliance Infrastructure'; AB 488 enforcement including a November 2025 cease-and-desist.
- What it rides
- 'FBI: $96 million lost to fake charities and crowdfunding in 2024': the January 16, 2025 alert documents scam sites appearing within hours of a disaster with stolen photos and AI-generated deepfakes, exactly the artifacts this API is built to catch at intake.
- Why now
- Since AB 488 first annual reports came due July 15, 2025 and the California Attorney General issued a cease-and-desist to a platform in November 2025, screening is a legal duty for platforms, not a nice-to-have, and the deepfake volume the FBI documented in its January 16, 2025 alert is beyond manual review.
- Wedge: first customer and entry point
- One regional community foundation's disaster fund intake after the next declared disaster; a three-person team can wire together deepfake detection, domain intelligence and state registry checks behind one endpoint.
- Closest real companies, as the generator saw them
- GoFundMe runs this kind of screening internally at platform scale; Veriplea sells the same defense to every fund and platform that is not GoFundMe and cannot build it.
- Main risk
- Deepfake detection is an arms race, and a public false negative during a major disaster destroys the product's credibility overnight.
Similar startups in the directory
Companies whose pitch matches most of the concept's terms (screens, disaster, appeals, deepfakes, fake, organizers, funds, screening).
Computer Use Agents for back offices in finance
Multilingual voice agents that outperform humans
Trial Library is an oncology clinical trials company.
AI drug discovery platform for neurotherapeutics
AI solution that streamlines candidate screening and recruitment
Growing micro-organs to find new drugs
PipeBio is a SaaS bioinformatics platform to develop antibody drugs.
Developer of internet launchpad software designed to offer an unlimited split-screen view. The company's software increases the efficiency of working with the web for the average internet user by allowing simultaneous use of multiple web applications within a neatly organized working environment as well as unifying notifications, enabling clients to boost productivity and get protection from unwanted threats.
Curative genetic medicines for kidney diseases
Volumetric builds living multicellular tissues with a focus on the…
Developing next generation cancer screening technology using AI & MRIs
Patient-derived 3D tissue reconstruction models for preclinical…
Public money in this direction
US federal grants and open opportunities matched to the concept's terms.
NIH / NIA · SBIR phase II · $1M
NIH / NIA · SBIR phase II · $1M
NIH / NIGMS · SBIR phase II · $1M
- A Universal Platform for Ultrahigh-Throughput Biocatalyst Evolution With micro-Mass Spectrometryaward
NIH / NIGMS · SBIR phase II · $307K
NIH / NCATS · STTR phase I · $350K
National Science Foundation · I-Corps · $50K
National Science Foundation · I-Corps · $50K
NIH / NIMHD · SBIR phase I · $214K
Other concepts in this collection
- GivewirePay-by-bank donation checkout that replaces the card fee with a flat quarter
- FundamentWhite-label DAF software that lets community foundations drop the 0.60% admin fee
- StewardpayBenevolence bill-pay for congregations that pays the landlord, never the person
- RelieflineSection 139 disaster relief payments as an API for employers and payroll
- ClearalmsHeadless stablecoin acceptance for giving platforms and DAF sponsors under GENIUS
- AlmonerA donor-side giving agent that verifies the charity and pays it directly
- VeribillThe biller confirms the bill before the donor's money moves
- GroundproofOne API call that says the disaster victim and address are real
- DocketlineA benevolence agent that checks the eviction docket and pays the landlord
- ReliefwireVerification that keeps employer disaster relief tax free under Section 139
- NeedcastThe registry of verified needs that giving agents can actually trust
- GoodstandContinuous good-standing and deepfake screening for regulated fundraising platforms
- EmberlineCatches fake disaster campaigns in the first hours, before donations move
- DocketryCasework software for state charity regulators policing platforms and fake charities
- AlmscheckThe verification call a giving agent makes before it completes a gift
- GrantsieveGrantee screening for DAF sponsors that goes beyond the IRS determination letter
- StewardlyAn agent that vets hardship appeals before a church or employer pays
- GivetallyTracks a household's $1,000 charitable deduction and builds the proof automatically
- NetgoodPayroll rails that make the 2026 deduction automatic in every paycheck
- AttestlyReceipts, acknowledgments and good-standing proof for charities facing first-time deductors
- StandwellOne API call telling a checkout or giving agent if this gift qualifies
- SubstantiaAn agent that substantiates the new charitable deduction for CPA clients
- GrantonThe DAF grant rail for AI giving agents
- RemitgrantACH grant payment and reconciliation for DAF sponsors still mailing checks
- HostfundWhite-label DAF back office so community foundations can charge zero admin fees
- PayoutlineDAF payout and flow-through reporting for state charity regulators
- BillclearLets DAF dollars pay verified hospital, rent and utility bills legally
- QuickenalmsAn agent that puts your idle DAF balance to work on verified needs
- SteepledBenevolence fund software that pays the landlord, not the parishioner
- CommonhearthFiscal host software so community foundations can shelter mutual aid groups profitably
- FoundwatchGives state charity regulators radar on pop-up disaster funds
- PayvouchAn agent that confirms the bill with the biller, then pays it directly
- GranformAn AI grant officer for nonprofits that lost the staff who did compliance
- HearthhostFiscal sponsorship software so community foundations can host groups at cost
- SteadygiveConverts a defunded nonprofit's mailing list into recurring direct ACH donors
- ParishlineHardship programs for congregations that pay the landlord, not the person
- ReliefrailEmployee hardship grants through payroll, paid to verified billers
- ServestackRuns state service programs that can no longer count on a federal partner
- AckfoldEvery small gift receipted and deduction-ready for the new $1,000 write-off
- ChainstubTurns stablecoin gifts into IRS-grade receipts and proof the dollar arrived
- VouchlineA verification agent for employer disaster grants that pays bills, not people
- GrantechoProof a DAF grant landed and did something, sold to sponsors
- NeedstackPublishes a nonprofit's verified needs as a catalog giving agents can read and pay
- GrantscripScoped payment tokens and signed consent records for donations an agent initiates
- GrantportSponsor-side software that takes grant recommendations from donors' giving agents
- VetgateFraud pre-flight API a giving agent calls before any money moves
- BenevosBenevolence agent for congregations that pays verified bills instead of people
- DocketHoursCommunity service hours that courts accept without paper logs
- BenchfillAn agent that staffs gutted nonprofits with verified pro bono professionals
- PalletProofProof of delivery and IRS paperwork for donated goods
- MusterBack-office software for states running service corps without AmeriCorps
- MatchStubVerified volunteer hours that release employer match dollars
- KindsigScreens volunteer and goods appeals before your congregation responds
Fictional concept generated 2026-08-26 by claude-fable-5 from the collection's brief and MarkosWeb data. Treat it as a research prompt, not a plan.