New startup ideas · Direct giving, without the middlemen · Giving agents, and the nonprofit side of agentic giving
startup concept
Vetgate
Fraud pre-flight API a giving agent calls before any money moves
One API call on a payee returns a go/no-go built from signals beyond the 501(c)(3) letter: state charity regulator standing, IRS and Franchise Tax Board status, 990 filing history, domain age, organizer identity match, and a deepfake test on the appeal's photos and video.
- Infrastructure and APIs
- Enterprise
- Rides 'California enforces its fundraising-platform law' and 'FBI
13
similar startups, last 2 years (48 all-time)
yes
8 matching federal grants and programs
Direction supported by government programs and grants
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 · raw 32.5 x 1.64
Crowded
competition: more crowded than 84% of ideas · headwind x0.58
+2.9
government priorities, secondary (10 matching grants)
Trend
52
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)72
- 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
39
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Neighbours still alive39
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 fraud, pre-flight, giving, calls, call, payee, returns, no-go.
The concept in full
- What
- One API call on a payee returns a go/no-go built from signals beyond the 501(c)(3) letter: state charity regulator standing, IRS and Franchise Tax Board status, 990 filing history, domain age, organizer identity match, and a deepfake test on the appeal's photos and video. Sold to agent builders and giving platforms that must not complete a gift to a scam, priced per check.
- Grounded in (2025-2026 signals)
- AB 488 first annual reports were due July 15, 2025, and in November 2025 the California AG issued a cease-and-desist to a platform, with other states drafting platform rules. The FBI's January 16, 2025 alert documents deepfake-fronted disaster campaigns. YC's Fall 2026 RFS includes 'Proving You're Human'. TIGTA got exemption for four of five fictitious organizations via Form 1023-EZ, so the letter alone proves little.
- What it rides
- Rides 'California enforces its fundraising-platform law' and 'FBI: $96 million lost to fake charities and crowdfunding in 2024': the fraud signals it checks are exactly the good-standing tests AB 488 requires plus a deepfake test on the appeal itself.
- Why now
- The November 2025 cease-and-desist made AB 488 enforcement real, platforms must cut off a charity within five business days of losing good standing, and agent-completed gifts since July 30, 2026 remove the human eyeball that used to catch a scam site built within hours of a disaster.
- Wedge: first customer and entry point
- Platforms that need continuous AB 488 good-standing monitoring today; a two-person team can ship the regulator-status and filing-history checks first and add the deepfake test second, and every giving agent that launches inherits the same API.
- Closest real companies, as the generator saw them
- None tracked as an API; Fundraise Up and GoFundMe vet payees internally for their own platforms rather than selling the check to others.
- Main risk
- California publishes a free machine-readable good-standing feed and the remaining signals are too thin to price on their own.
Similar startups in the directory
Companies whose pitch matches most of the concept's terms (fraud, pre-flight, giving, calls, call, payee, returns, no-go).
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ScamAI: Deepfake Detection & Scam Prevention
Public money in this direction
US federal grants and open opportunities matched to the concept's terms.
National Science Foundation · Info Integration & Informatics · $706K
NIH / NICHD · SBIR phase I · $314K
NIH / NHLBI · STTR phase I · $395K
NIH / NHLBI · STTR phase I · $201K
National Science Foundation · Software & Hardware Foundation · $400K
National Science Foundation · FRR-Foundationl Rsrch Robotics · $767K
National Science Foundation · Software & Hardware Foundation · $400K
National Science Foundation · EPSCoR RII: Focused EPSCoR Col · $2M
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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.