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New startup ideas · Direct giving, without the middlemen · Fraud caught before the money moves

startup concept

Emberline

Catches fake disaster campaigns in the first hours, before donations move

A monitoring queue for crowdfunding and giving platforms that scores every new campaign referencing an active disaster: domain and account age, reverse-match of images against wire and news photography, a deepfake test on the appeal video, and payout details that resolve to gift cards, peer-to-peer apps or fresh crypto wallets.

0

similar startups, last 2 years (0 all-time)

yes

1 matching federal grants and programs

Direction supported by government programs and grants

Test it before you build it

$1,000 · 4 weeks · 15 prospects

For $1,000 and 4 weeks, this test proves whether trust and safety leads at second-tier US giving platforms will pay for outside disaster-fraud scoring, settled by two $2,000 prepaid pilots.

Riskiest assumption · A trust and safety lead at a second-tier US giving platform will pay outside money for disaster-campaign fraud scoring instead of waiting for an in-house build or assuming only the top two platforms have the problem.

1Focus group: who and where

The trust and safety or risk lead at a US crowdfunding or giving platform of 10 to 200 employees (Givebutter, Donorbox, Mightycause, Fundrazr, Zeffy and peers) that hosts disaster-tagged campaigns, now files AB 488 platform reports with California, and reviews flagged campaigns by hand during every named storm or wildfire

where to find 15 · The California Attorney General's public registry of charitable fundraising platforms registered under AB 488 (a directory of exactly these companies); the Trust and Safety Professional Association (TSPA) member community; TrustCon speaker and session rosters plus warm intros from trust and safety alumni of GoFundMe and Meta who now sit at smaller platforms

2Sell first, build later

A 60-day shadow-mode pilot covering the next named disaster: a webhook scores every disaster-tagged campaign on domain and account age, image reverse-match, a deepfake test, and payout rail, and queues the top decile for human review, integrated within 14 days of signature with no live holds until the platform turns them on.

the ask · $2,000 pilot fee, converting to $0.25 per campaign scored with a $500 monthly minimum after the pilot

a real yes · A real yes is the countersigned pilot agreement plus the $2,000 invoice paid; compliments, unpaid API trials, and 'talk to us after our security review' with no signed order do not count

3Small experiments

The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.

  1. 1. Live disaster fraud teardown

    $600 · 10 days

    During the next named US disaster (peak hurricane and wildfire season now), manually score 100 disaster-tagged campaigns across 10 target platforms using WHOIS domain age, TinEye reverse image match against wire photos, a deepfake-detection trial on appeal videos, and payout rails that resolve to gift cards or fresh wallets. Write a 2-page findings memo per platform and email it to each platform's trust and safety lead as the opener. One founder runs it end to end.

    keep going if · 8 of 15 trust and safety leads reply to their platform's memo and 5 book the 20-minute call

  2. 2. Fifteen trust and safety calls

    $100 · 10 days

    Run 20-minute calls pitching a 60-day shadow-mode pilot: a webhook that scores every new disaster-tagged campaign and queues the top decile for their existing review process, live 14 days after signature. Ask directly who owns fraud losses and AB 488 exposure, and whether they would rather build the four signals in-house.

    keep going if · 5 of 15 calls end with a scoping session that the platform's engineer joins

  3. 3. Paid pilot close

    $300 · 10 days

    Send each scoped platform a one-page pilot agreement and a $2,000 invoice the same day as the scoping session. The agreement names the integration date, the four signals, shadow mode only, and the $0.25 per campaign price after the pilot.

    keep going if · 2 of 5 scoped platforms pay the $2,000 invoice within 10 days

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.

$2,000

per prospect, refundable

how · A paid design-partner pilot invoiced up front, sized at roughly 5 percent of the first-year contract, because a platform trust and safety budget can pay a sub-$5,000 vendor invoice without procurement; the trust and safety lead signs the one-page pilot agreement and finance pays the invoice set up: Stripe Invoicing ↗

what it reserves · One of five slots in the first pilot cohort, integration within 14 days of signature, and $0.25 per campaign scored locked for 12 months

refund · Refunded in full if the webhook is not live within 14 days of signature or no qualifying named disaster is declared within 60 days

target · 2 paid pilots from 15 conversations within 28 days

before taking money · Run the pilot in shadow mode only and let the platform's own reviewers place any hold, because delaying live charitable donations is the platform's regulated act under AB 488, not the vendor's.

Go: build it if

2 platforms pay $2,000 pilots with integration dates inside 21 days, and the teardown surfaces at least 5 high-risk campaigns per platform to score against during the pilot

Kill: stop if

0 paid pilots after 15 conversations, or 10 of 15 leads say in-house rules or their payment processor already cover disaster fraud

5 Scripts to run itoutreach message, landing copy, deposit terms · click to open

outreach message

Your team files AB 488 platform reports now, and the FBI counted $96 million in disaster-donation fraud across 4,500 complaints in one year. This week we scored the disaster-tagged campaigns live on your platform: domain age, reverse-matched images, deepfake checks on the appeal videos, and payouts routing to gift cards or fresh wallets. I will send you your platform's numbers either way. Do you have 20 minutes this week to walk through what we flagged?

landing page

Hold fake disaster campaigns before the first dollar settles $2,000 pilot: shadow-score every disaster-tagged campaign for 60 days, then $0.25 per campaign scored Reserve one of 5 pilot slots before the next named disaster

deposit terms

$2,000 today reserves one of five pilot slots: webhook integration within 14 days of signature and a $0.25 per campaign price locked for 12 months. Fully refunded if integration is not live in 14 days or no qualifying named disaster is declared within 60 days. The pilot runs in shadow mode for 60 days; you decide if and when holds go live.

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.

48

Idea Score, 0-100 (partial) · raw 29.2 x 1.64

Open

competition: more crowded than 12% of ideas · headwind x0.94

+1.4

government priorities, secondary (1 matching grants)

Trend

35

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 sector33
  • Sector direction (live batch)50

Demand

15

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)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 catches, fake, disaster, campaigns, hours, donations, monitoring, queue.

The concept in full

What
A monitoring queue for crowdfunding and giving platforms that scores every new campaign referencing an active disaster: domain and account age, reverse-match of images against wire and news photography, a deepfake test on the appeal video, and payout details that resolve to gift cards, peer-to-peer apps or fresh crypto wallets. High-risk campaigns are held before the first dollar settles. This stops fraud before money moves; the named signals are domain age, stolen photos, synthetic faces and the payout rail.
Grounded in (2025-2026 signals)
The FBI's January 16, 2025 alert (PSA250116) counts more than 4,500 complaints and about $96 million in 2024 losses; during the Los Angeles wildfires scam sites went up within hours with stolen news photos, some fronted by AI-generated deepfakes. GoFundMe's December 9, 2025 report counts nearly 80 million donations, 47 million to individual fundraisers.
What it rides
FBI: $96 million lost to fake charities and crowdfunding in 2024. Emberline is the platform-side answer to exactly the pattern the alert describes: scam sites carrying the disaster's name within hours, stolen news photos, AI-generated deepfakes.
Why now
The FBI put a number on it on January 16, 2025, $96 million and 4,500 complaints in one year, at the same moment deepfake appeals became cheap to produce and AB 488 made platforms legally answerable for what they host.
Wedge: first customer and entry point
A single second-tier crowdfunding platform's trust and safety team during the next named disaster: a webhook that scores new disaster-tagged campaigns and holds the top decile for human review, priced per campaign scored.
Closest real companies, as the generator saw them
None tracked among 2025-2026 cohort companies. Metal (speedrun SR005) applies AI to fundraising but on the raising side, not detection.
Main risk
The two platforms that see most disaster volume build this in-house and the remaining market is too thin to sustain a company.

Similar startups in the directory

Companies whose pitch matches most of the concept's terms (catches, fake, disaster, campaigns, hours, donations, monitoring, queue).

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.

Other concepts in this collection

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.