New startup ideas · B2B, security and compliance · B2B SaaS
startup idea
Cohorta
The exchange where enterprises buy synthetic audiences graded against real outcomes.
A marketplace where enterprise insight and marketing teams buy access to synthetic audiences - digital-twin panels built by third-party vendors - with every listing graded against held-out real-world outcomes contributed by panel companies and data owners.
- Marketplace
- Enterprise
- $10-100B market
- Creates a new category
- Global from day one
3/5
venture judge
1
similar startups, last 2 years (13 all-time)
79%
of 3 nearest real companies still alive
sector
15 public grants in this sector, none matching the idea's terms
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.
63
Idea Score, 0-100 · raw 38.2 x 1.64
Warm
competition: more crowded than 20% of ideas · headwind x0.90
+0.0
government priorities, secondary (0 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)70
- Rounds announced 2025+ in the sector87
- Sector direction (live batch)0
- 2026 trend analyst50
Demand
42
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)0
- Someone already pays (similar companies, recent / all-time)100
- Operator judge: real pain25
100x potential
35
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 axis67
- Moat axis20
- Neighbours still alive1
- 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 exchange, enterprises, buy, synthetic, audiences, graded, against, marketplace.
The idea in full
- What
- A marketplace where enterprise insight and marketing teams buy access to synthetic audiences - digital-twin panels built by third-party vendors - with every listing graded against held-out real-world outcomes contributed by panel companies and data owners. Buyers run concept tests and message tests self-serve in hours; sellers of both twin models and calibration data are paid per study. The public accuracy leaderboard is the product: it turns an unverifiable claim into a priced, comparable asset.
- Why now
- 株式会社Chai, which pitched hypothesis testing against 5 million AI personas, went dead in 2026, while YC X26 funded Foresight for consumer simulations and PnP 2026 lists two Rehearsals entries building customer digital twins - the tooling wave is here, but nobody grades twin accuracy or supplies calibration data, which is exactly why the Chai generation died.
- Wedge: first customer and entry point
- Start with CPG concept testing: sign three panel providers to contribute consented historical test-versus-launch outcomes, publish an accuracy leaderboard of the existing twin vendors, and charge insight teams per study to run against the top-ranked models.
- Path to 100x
- Market research is an $80B+ global industry being rebuilt around simulation, and the venue that owns accuracy grading and calibration data becomes where the whole category is priced - a new category with exchange-style winner-takes-most dynamics. There is no moat on day one, but once buyers trust one leaderboard and sellers list where the buyers are, cross-side liquidity and the accumulated outcomes corpus compound into one.
- Ceiling
- If simulated studies stay occasional purchases rather than a continuous research workload, the take rate on that $80B market caps revenue in the low hundreds of millions.
- Closest real companies, as the generator saw them
- Foresight (consumer simulations for CPG) and Rehearsals (AI digital twins) sell single-vendor simulation tools; Cohorta is the neutral exchange that grades and prices any vendor's twins, including theirs, against contributed ground truth.
- Main risk
- Twin accuracy may not be cleanly measurable across study types, and without trusted grading the exchange collapses into another vendor directory.
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
Exchange dynamics on an $80B research market are real, but the whole thesis rests on twin accuracy being cleanly gradable.
Bootstrapper
2/5
Signing three panel providers to contribute held out outcomes before any study revenue is a long cold start with no moat and no proven buyer urgency.
Operator
2/5
The exchange only works if panel companies hand over held-out outcome data first, so the whole research industry must move before a buyer benefits.
Technologist
2/5
The whole asset is a grading methodology the card concedes may not be cleanly measurable across study types, and any panel firm can publish a leaderboard.
Risk
2/5
Supply concentrated in three panel providers contributing ground truth, with a dead predecessor, Chai, and no moat on day one.
trends
3/5
The 2026 death of Chai amid a live X26-PnP twin cohort is a real recent gap, though the shift sits outside the brief's core trends.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (exchange, enterprises, buy, synthetic, audiences, graded, against, marketplace): 13 all-time, 1 from the last two years. Same matching as Idea Check.
Generate Custom POCs/Sample Apps in Minutes for your APIs and 10x Sales Cycles. In-house API validation and generation layer. In-house container tech.
A marketplace for vinyl, cassettes and cds
Operator of a peer-to-peer fashion marketplace intended to connect buyers and sellers for online shopping. The company offers a marketplace that is a mix of a social network and a forum where people like and comment on the articles posted and give each other fashion tips, enabling customers to buy, sell, exchange, and review new and used fashion items with ease.
Developer-friendly and enterprise-grade APIs for financial market…
We're building Africa's Commodity Exchange.
Labdoor is building the trusted online drugstore.
GearUp is a peer to peer marketplace for creatives to buy and sell new and used creative equipment.
Help brands harness the power of live events by making sponsorships easy, efficient and stress-free for brands and event organizers
Bayi Space is a listed company of National Equities Exchange and Quotations is a high-tech enterprise.
Shibuya Blend Green Energy is a operator of a carbon trading platform.
The infrastructure behind how enterprises discover, test, and deliver with third-party vendors.
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.
0
grants and programs matching the idea
15
startup-relevant grants in B2B SaaS
$3M
awarded in the sector, tracked
5
opportunities open now in the sector
Market signal
What the radar sees in B2B SaaS: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
B2B SaaS · 187 → 204 → 204 → 115 → 75 new companies 2022 → 2026 · 91% aliveYC S26: 9 in this cluster, 4% of the batch (was 4% in X26) (F26 is still forming: 24 listed)Since February, of 756 YC companies here: 10 acquired, 9 shut down, 72 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
- Marketplace
- Path to 100x
- Creates a new category
- Market size
- $10-100B market
- Capital intensity
- Capital-light (software margins)
- Speed to revenue
- Revenue in 1-3 years
- Technical depth
- Real engineering
- Go-to-market
- Self-serve
- Moat
- No moat yet
- Geography
- Global from day one
- Regulation
- Some regulation
- Vibe
- Hot space
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
More ideas like this
B2B, security and compliance · B2B SaaS
Baseplate
The record network linking contractors, engineers, and state DOTs on federal-aid projects.
A network of record for federal-aid construction: contractors submit materials certifications, test results, submittals and inspection records once, and Baseplate routes them in each agency's required format to state DOTs and engineers of record, with AI pre-review trained on previously approved submittals.
B2B, security and compliance · B2B SaaS
Carepuck
A $99 puck that watches a parent's home, with an app store for care.
Carepuck is a plug-in device with millimeter-wave motion sensing and on-device audio that adult children buy online and mail to a parent living alone; it learns the household routine and texts the family when something breaks the pattern, with no cameras and no medical claims.
B2B, security and compliance · B2B SaaS
Bordera
AI clearance agents that file, bond, and finance customs entries across every major trade lane.
Bordera runs AI agents that classify goods, file customs entries, and advance duties for enterprise importers, executing through Bordera's own licensed brokerage subsidiaries and bonded entities in each jurisdiction.
B2B, security and compliance · B2B SaaS
Stocklight
A demand forecasting model any small merchant can self-serve, any app can embed.
Stocklight is a subscription forecasting layer for small merchants who make, move or sell physical goods: connect a store, a POS or a wholesale ledger and get SKU-level demand, reorder points and stockout risk that account for promotions, seasonality and local events.
B2B, security and compliance · B2B SaaS
Tradewire
The ordering and payment network connecting independent distributors with the retailers they supply.
Tradewire is an API network that lets small US wholesale distributors and their retail customers exchange orders, invoices, and payment terms in one standard format, replacing faxed POs and legacy EDI.
B2B, security and compliance · B2B SaaS
Wayline
Registry and API that make enterprise catalogs, prices and policies readable by AI agents.
Wayline is an infrastructure layer where large brands, retailers and travel operators publish machine-readable manifests of their inventory, prices, eligibility rules and fulfillment terms, and AI agents query one API instead of scraping websites.
Fictional company written 2026-08-26 from MarkosWeb data; the companies, grants and numbers around it are real and tracked. Treat the idea as a research prompt, not a plan.