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AI scouts the market. The community finds the winners. PWAS builds them.

Explore opportunities How PWAS works

Highest score Trending Most voted Recently discovered Ready for validation New markets

Minimum confidenceAny

Highest score

Scored opportunities, highest PWAS score first.

Trimwise
Developer tools
75PWAS score
Confidence
70
Token cost reduction for AI coding agents
Cache-aware gateway that trims agent context and shows real savings on your bill
WatchingWorth validating

Building now

No active builds. Building opens in a later phase.

Live auctions

No auctions. Nothing is for sale now.

New market · since 2025 (AI estimate)

GitHub repository gained 1454 stars in 87 daysVerified
Cursor's pricing page lists 2 paid plans, from $20 to $40 a month, plus a free plan and prices on request for larger customersVerified
OpenHands sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified

AIEstimated by a model, not verified: $20–200/mo · MVP 30 days · Complexity medium14 evidence items · found 10 Oct

No votes yet

Tollgate Keys

Developer tools

75PWAS score

Confidence

59

Self-hosted API gateway for LLM CLIs

Self-hosted key vault and spend caps for your team's coding CLIs

WatchingWorth validatingLow confidenceEmerging market · since 2023 (AI estimate)

GitHub repository gained 1033 stars in 226 daysVerified
GitHub repository gained 50969 stars in 1084 daysVerified
Teams use multiple LLM providers and coding CLIs and need centralized managementPublic claim

AIEstimated by a model, not verified: MVP 25 days · Complexity medium12 evidence items · found 11 Oct

No votes yet

Tallyroom

Data and analytics

74PWAS score

Confidence

65

Privacy-first web analytics alternative to Google Analytics

Cookie-free traffic reports for agencies running many small client sites

WatchingWorth validatingMature market · since 2005 (AI estimate)

GitHub repository gained 29346 stars in 2865 daysVerified
GitHub repository gained 21936 stars in 5671 daysVerified
GitHub repository gained 13103 stars in 632 daysVerified

AIEstimated by a model, not verified: MVP 30 days · Complexity medium34 evidence items · found 8 Oct

No votes yet

Dovecote

AI automation

72PWAS score

Confidence

54

Email infrastructure for autonomous AI agents

Email inboxes your AI agents create, own and use through an API

WatchingLow confidenceNew market · since 2025 (AI estimate)

Hacker News post received 169 points and 169 commentsVerified
GitHub repository gained 2099 stars in 1260 daysVerified
Use cases for email agents include data conversion, procurement negotiation, and model training.Public claim

AIEstimated by a model, not verified: MVP 35 days · Complexity medium10 evidence items · found 10 Oct

No votes yet

Tallyline

Creator and media

71PWAS score

Confidence

58

Video caption generation and correction

Multi-engine captions with only the doubtful words to check, sized for every screen

WatchingWorth validatingLow confidenceEmerging market · since 2023 (Verified)

Hacker News post received 20 points and 2 commentsVerified
Single transcription models produce errors that require time-consuming correctionPublic claim
People are already paying for video caption services (implied by cost-benefit analysis)Public claim

AIEstimated by a model, not verified: MVP 30 days · Complexity medium13 evidence items · found 29 Oct

No votes yet

Runlane

AI automation

70PWAS score

Confidence

62

Browser automation orchestration for AI agents

Run browser agents in production with queues, retries and replay

WatchingWorth validatingNew market · since 2024 (AI estimate)

LiteLLM sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified
Engineers building agentic systems see limitations in existing agent approachesPublic claim
Strong early traction is driving team expansion in this marketPublic claim

AIEstimated by a model, not verified: MVP 45 days · Complexity high9 evidence items · found 20 Oct

No votes yet

Keepstep

Infrastructure

70PWAS score

Confidence

44

Workflow orchestration and reliability for distributed systems

Durable workflows in TypeScript that run on your own Postgres

WatchingLow confidenceEstablished market · since 2017 (AI estimate)

Annualized revenue run rate is growing at over 200% year over yearPublic claim
Platform processed 1.9 trillion billable actions in August alone, growing 350% year over yearPublic claim
Enterprise adoption includes major technology and financial companiesPublic claim

AIEstimated by a model, not verified: MVP 45 days · Complexity high6 evidence items · found 8 Oct

Build 100%1 votePass 0%

Slipway

Infrastructure

69PWAS score

Confidence

53

Email relay for self-hosted applications

Mail gateway for self-hosted apps that sends past blocked SMTP ports

WatchingWorth validatingLow confidenceMature market · since 2010 (AI estimate)

Hacker News post received 83 points and 60 commentsVerified
Amazon SES's pricing page lists 1 paid plan, at $0.10 by usageVerified
Formspree's pricing page lists 3 paid plans, from $15 to $90 a month, plus a free plan and prices on request for larger customersVerified

12 evidence items · found 26 Oct

No votes yet

Tallyshelf

E-commerce

68PWAS score

Confidence

51

Supplement brand subscription management and fulfillment

Subscriptions, stock and shipping in one place for small supplement brands

WatchingLow confidenceEstablished market · since 2014 (Verified)

A business in this market listed for sale on Empire Flippers averages $44,799 a month in revenue ($24,161 net profit), figures vetted by the brokerVerified
Recharge: over 20 million subscribers across 15,000 merchants (2021) (May 2021)Public claim
Recharge: $277M growth capital, $2.1B valuation (May 2021)Public claim

5 evidence items · found 16 Oct

No votes yet

Placecard Room

Creator and media

68PWAS score

Confidence

48

Real-time collaborative seating charts for events

Seating charts shaped to your real venue, edited together live

WatchingLow confidenceMature market · since 2010 (AI estimate)

Pricing is £8 one-time to save a seating chart and £25/month for event managers.Public claim
Existing online seating tools use fixed table sizes, rigid templates, and charge high prices ($200), which do not match users' actual venues.Public claim
The product has 500+ paying customers in its first few weeks, organic-only growth.Public claim

5 evidence items · found 20 Oct

No votes yet

Fernlog

Infrastructure

67PWAS score

Confidence

80

Observability platform for development teams

OpenTelemetry logs, metrics and traces with phone-ready incident triage

WatchingWorth validatingMature market · since 2010 (AI estimate)

GitHub repository gained 32311 stars in 2104 daysVerified
GitHub repository gained 22300 stars in 1344 daysVerified
GitHub repository gained 9933 stars in 1122 daysVerified

39 evidence items · found 8 Oct

No votes yet

Rackbook

B2B SaaS

67PWAS score

Confidence

61

Billing and client management for hosting businesses

Invoices, renewals and client accounts for small web hosts, in one flat-priced app

WatchingWorth validatingMature market · since 2003 (AI estimate)

GitHub repository gained 1710 stars in 1607 daysVerified
Blesta's pricing page lists 8 paid plans, from $17.95 to $23.95 a monthVerified
WHMCS's pricing page lists 6 paid plans, from $9.99 to $84.95 a monthVerified

20 evidence items · found 10 Oct

No votes yet

Today's finds

Signals scanned: 804
Analyzed: 13
Created or updated: 9
High confidence: 5
Build candidates: 0

Read today’s report: the new opportunities, the products that validate them, and what PWAS would build.