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
61
similar startups, last 2 years (255 all-time)
94%
of 3 nearest real companies still alive
yes
8 matching federal grants and programs
Direction supported by government programs and grants
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.
49
Idea Score, 0-100 · raw 30.1 x 1.64
Crowded
competition: more crowded than 99% of ideas · headwind x0.51
+4.7
government priorities, secondary (148 matching grants)
Trend
34
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 sector25
- 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): 255 all-time, 61 from the last two years. Same matching as Idea Check.
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Your personal hiring page.
trace makes it easy and rewarding for anyone to become carbon neutral. We help consumers, employees and consumer brands measure and offset their carbon footprint and track and share their impact.
AIoT monitoring, workflow, and evidence systems for regulated labs.
Developer of an online data compliance platform designed to facilitate secured and automated data sharing across multiple networks. The company's platform utilizes data compliance algorithms and blockchain technology to connect into a generalized application programming interface, as well as provides infinite flexibility to calibrate ad-hoc data sharing arrangements according to individual data compliance needs, enabling financial institutions to share jurisdictional and financial data quickly and safely.
Developer of a workforce management platform designed for businesses employing temporary workers as part of the gig economy. The company offers an employee application that manages employee networks and helps businesses to shorten communication cycles within their organization through a shared contacts list application, enabling business and agency leaders to optimize processes, scheduling, communication, payroll, and compliance.
Bridging a world of consumer-permissioned credit data
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.
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
29
startup-relevant grants in Consumer
$8M
awarded in the sector, tracked
- 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
- 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
- A comprehensive device integrating fentanyl test strips with sample preparation features for convenient and discreet fentanyl testing in high-risk environmentsawardhigh relevance
NIH / NIDA · SBIR phase I · $305K · posted 2025-08-01
National Science Foundation · I-Corps · $50K · posted 2026-08-19
Market signal
What the radar sees in Consumer: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Consumer · 170 → 218 → 206 → 153 → 49 new companies 2022 → 2026 · 87% aliveYC S26: 8 in this cluster, 3% of the batch (was 5% in X26) (F26 is still forming: 21 listed)Since February, of 787 YC companies here: 2 acquired, 4 shut down, 37 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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