New startup ideas · Consumer and commerce · Consumer
startup idea
Cohortguard
Agent network that runs minor-safety compliance and shared risk signals across consumer platforms.
Cohortguard runs AI agents inside consumer platforms that handle youth-safety obligations end to end: age assurance flows, parental consent records, escalation of grooming and self-harm signals, and the audit files regulators ask for.
- AI agent as a service
- Enterprise
- $1-10B market
- Network effects, winner takes most
- Global from day one
3/5
venture judge
63
similar startups, last 2 years (266 all-time)
94%
of 3 nearest real companies still alive
yes
8 matching federal grants and programs
Direction supported by government programs and grants
Test it before you build it
$750 · 6 weeks · 20 prospects
For $750 and 6 weeks, prove compliance leads at youth-facing platforms will pay $5,000 for a minor-safety pilot now and put signal-sharing willingness in writing.
Riskiest assumption · A trust and safety or compliance lead at a youth-facing consumer platform will pay a third party for age assurance and consent compliance this quarter, rather than wait for Apple and Google's free OS-level age signals or keep patching it with contractors.
1Focus group: who and where
The head of trust and safety, compliance lead or COO at a US consumer app or game platform with 20-200 employees and a large under-18 user base, who is covering the Texas App Store Accountability Act (in force since January 2026) and Utah's equivalent with contractors and spreadsheets this quarter.
where to find 20 · The Trust and Safety Professional Association (TSPA) member community, where these role-holders are identifiable by name; the Apple App Store Kids category charts and Google Play family charts as a directory of 20 target platforms, including Instaplay, Playabl.ai, Pops and Doomersion from this card; warm introductions through those platforms' seed investors and YC batchmates, the channel that actually opens enterprise doors in this market.
2Sell first, build later
A 30-day minor-safety compliance gap assessment: age assurance and consent flows mapped against the Texas and Utah app store laws and COPPA, an implementation plan, and the audit file template app stores and regulators request, starting within 2 weeks of signing.
the ask · $5,000 per pilot, with $2,500 invoiced at SOW signing.
a real yes · A real yes is a signed SOW with a kickoff date and the $2,500 invoice paid; a real network yes is an initialed signal-sharing memo. Verbal enthusiasm, unpaid pilots, and 'send a deck to legal' are noes.
3Small experiments
The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.
1. Fifteen compliance owner calls
$250 · 10 days
Join TSPA as an individual member, build the 20-platform list from the app store charts and the card's named companies, and request warm intros through their investors. On each call ask how they meet the Texas and Utah app store age laws today, who owns the budget, and what contractors cost per month. The founder runs all calls.
keep going if · 8 of 15 confirm active spend or a named budget line for age assurance and consent compliance this quarter
2. Sell the paid gap-assessment pilot
$500 · 21 days
Offer every qualified call a 30-day minor-safety compliance gap assessment: their age assurance and consent flows mapped against the Texas and Utah laws plus COPPA, an implementation plan, and the audit file template app stores request. One attorney hour to review the assessment scope, then a one-page SOW with a kickoff date and a $2,500 invoice at signing.
keep going if · 3 of 15 sign the SOW and pay the $2,500 kickoff invoice
3. Signal-sharing memo test
$0 · 14 days
At the end of each pilot conversation, present a one-page non-binding memo: would your platform contribute anonymized account-risk signals in exchange for cross-platform flags on accounts banned elsewhere. Ask the lead to initial it and record their legal team's first objection verbatim. This tests the card's stated kill risk directly, before any graph is built.
keep going if · 5 of 15 initial the memo
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: $2,500 of the $5,000 fee invoiced at SOW signing, signed by the trust and safety or compliance lead. Chosen because an enterprise platform cannot credibly prepay through a checkout page, but a scoped assessment invoice clears on a department card or a single approval without a full procurement cycle; if procurement still blocks it, fall back to a signed LOI with a dated kickoff and a purchase order under review. set up: Stripe Invoicing ↗
what it reserves · One of 3 design-partner slots, per-verified-account pricing locked for their first year, and their platform's regulatory map built first.
refund · Refunded in full if the gap assessment is not delivered within 30 days of the kickoff date in the SOW.
target · 3 paid pilots ($7,500 collected) from 20 conversations within 42 days
before taking money · Do not touch real minors' data or run live age checks before counsel reviews COPPA and state age-verification exposure; run the entire pilot on policy documents, flows and staging data only.
Go: build it if
3 pilots signed with $7,500 collected inside 6 weeks, plus 5 of 15 initialed signal-sharing memos: build the agent and the graph.
Kill: stop if
0 paid pilots after 20 conversations, or fewer than 2 of 15 willing to put signal-sharing in writing. Without the second number the network never forms and this is a services compliance shop; stop.
5 Scripts to run itoutreach message, landing copy, deposit terms · click to open
outreach message
Your platform serves teens, the Texas App Store Accountability Act has been in force since January with Utah's rules behind it, and you're covering age assurance with contractors and spreadsheets. I run minor-safety compliance for consumer platforms: a 30-day gap assessment mapped to Texas, Utah and COPPA, with the audit file app stores and regulators ask for, for $5,000. I'm taking 3 design partners this fall. Do you have 20 minutes this week to compare notes on how you're handling age verification today?
landing page
Minor-safety compliance, handled: age assurance, consent records, audit files $5,000 buys a 30-day gap assessment against Texas, Utah and COPPA, half invoiced at signing Book a scoping call; 3 design-partner slots open
deposit terms
Signing the one-page SOW and paying the $2,500 kickoff invoice reserves one of 3 design-partner slots and starts your 30-day gap assessment on the dated kickoff. The payment is credited against the $5,000 pilot fee and refunded in full if the assessment is not delivered within 30 days of kickoff. Per-verified-account pricing is locked for your first year.
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
One score that balances how trendy the idea is, the demand for it and its potential for 100x, with competition measured relative to every other idea in the catalog. Recent startup trends first, government priorities second.
50
Idea Score, 0-100 · raw 30.9 x 1.61
Crowded
competition: more crowded than 99% of ideas · headwind x0.51
+4.7
government priorities, secondary (148 matching grants)
Trend
37
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)60
- Rounds announced 2025+ in the sector38
- Sector direction (live batch)0
- 2026 trend analyst50
Demand
70
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)100
- Operator judge: real pain50
100x potential
53
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Venture judge50
- Market size axis33
- Moat axis100
- Neighbours still alive62
- Technologist judge25
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 272 ideas in the catalog; the terms matched were network, minor-safety, compliance, shared, risk, signals, consumer, platforms.
The idea in full
- What
- Cohortguard runs AI agents inside consumer platforms that handle youth-safety obligations end to end: age assurance flows, parental consent records, escalation of grooming and self-harm signals, and the audit files regulators ask for. Enterprises buy it per verified account through moderation vendors, app stores and game engine partners rather than direct. Every platform on the network contributes anonymized behavioral risk signals, so an account pattern banned on one service is flagged on the next before harm occurs.
- Why now
- The radar shows youth-facing consumer product is where the money is going, with 165 companies in the 2023 cohort and a 2026 wave of AI social and game platforms (Instaplay, Playabl.ai, Pops, Doomersion, Medly AI's $8M tutoring round), while federal programs like the ACF adoptive family matching opportunity and the Title V youth education stream show government attention on minor-safety technology.
- Wedge: first customer and entry point
- One mid-size AI social gaming platform facing an app store age-rating deadline: ship the age assurance and consent agent first, priced per verified account, and keep the signal feed as the upsell.
- Path to 100x
- Trust, safety and age assurance tooling is a $1-10B market today but priced per verified account across hundreds of millions of minor sessions, and the shared signal graph is the winner-takes-most asset: the platform with the most contributors catches the most bad actors, which is the only reason to join. Certification with regulators and app stores plus channel bundling makes it the default layer rather than one of five vendors.
- Ceiling
- Apple and Google push OS-level age signals that satisfy regulators for free, reducing Cohortguard to an audit-report generator worth a few hundred million.
- Closest real companies, as the generator saw them
- None tracked on the radar on the trust-and-safety side; Instaplay, Playabl.ai, Pops and Doomersion are the youth-facing consumer platforms that carry this obligation and currently staff it with contractors.
- Main risk
- Platforms refuse to share risk signals with competitors for legal and privacy reasons, which kills the network and leaves a compliance vendor.
Five judges
Each judge scores every idea in the catalog with a named rubric; the venture judge decides whether a card is shown at all (4-5 is venture-grade).
Venture investor
3/5
Shared risk graph is genuinely winner-takes-most, but platforms refusing to share signals with competitors leaves only a $1-10B compliance vendor.
Bootstrapper
2/5
Youth-safety certification with regulators and app stores plus R&D before revenue puts the first dollar years out.
Operator
3/5
App store age-rating deadlines force platforms to spend, though the shared signal graph needs competitors to cooperate first.
Technologist
2/5
Age assurance agents are prompt plumbing, and Apple and Google shipping OS-level age signals absorbs the entire product.
Risk
2/5
Sold through app stores and engine partners while Apple and Google can ship free OS-level age signals, and GDPR likely blocks the shared risk graph.
trends
3/5
Age assurance mandates are a live 2025-2026 regulatory wave and the RFS names compliance infrastructure, but the card's own cited evidence (ACF adoption grants) is off-target.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (network, minor-safety, compliance, shared, risk, signals, consumer, platforms): 266 all-time, 63 from the last two years. Same matching as Idea Check.
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The generator's reference companies
Real companies the model named as closest when it wrote the card, with their fate. A check mark is a company the radar could verify in its directory.
- Instaplay 2026
- Playabl.ai ✓ 2026
- Pops ✓ 2026
- Medly AI
Public money in this direction
US federal grants, SBIR/STTR awards and open opportunities from the radar's public-money feed, matched to the idea's terms; the sector totals give the context.
8
grants and programs matching the idea
33
startup-relevant grants in Consumer
$10M
awarded in the sector, tracked
1
opportunities open now in the sector
- I-Corps: Translation potential of a cloud-based software platform for tracking funding compliance across organizational ecosystemsawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
- AI-Powered Medical Review Assistant: Automated Clinical Consistency Checking for Enhanced Safety Monitoring in Clinical Trialsawardhigh relevance
NIH / NCATS · SBIR phase I · $306K · posted 2026-09-01
- Stasys ATLAS platelet test: Expanding test cartridge manufacturing under ISO 13485 regulatory controls for FDA trial submissionawardhigh relevance
NIH / NHLBI · SBIR phase I · $326K · posted 2026-09-01
- I-Corps: Translation Potential of a Privacy-Aware Stress Sensing and Conversational Companionawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-19
NIH / NIDA · SBIR phase II · $302K · posted 2026-08-15
- I-Corps: Translation Potential of a Scalable Sensor Fusion for Critical Infrastructure Drone Defenseawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-07-30
- SBIR Fast-Track: Electroanalytical State-of-charge and Chemical Composition Sensors for Redox Flow Batteriesawardhigh relevance
National Science Foundation · SBIR Fast-Track · $2M · posted 2026-07-24
National Science Foundation · STTR Phase I · $305K · posted 2026-07-06
Market signal
What the radar sees in Consumer: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Consumer · 182 → 222 → 211 → 156 → 64 new companies 2022 → 2026 · 86% aliveYC F26 live: 4 in this cluster, 3% of the batch (was 3% in S26)Since February, of 782 YC companies here: 6 acquired, 4 shut down, 45 rewrote their pitch
Design attributes
The card is one cell of a designed set: every axis below was chosen before the text was written, and the text had to realize it.
- Buyer
- Enterprise
- Business model
- AI agent as a service
- Path to 100x
- Network effects, winner takes most
- Market size
- $1-10B market
- Capital intensity
- Capital-medium (ops, field teams)
- Speed to revenue
- R&D first, revenue after 3 years
- Technical depth
- Integrations, no-code
- Go-to-market
- Partners and channels
- Moat
- Data moat
- Geography
- Global from day one
- Regulation
- Heavily regulated
- Vibe
- Hot space
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
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