Scored daily · Sources included
A public index of startup ideas and businesses that already work somewhere. Each one is scored 0–100 with POS, with its sources, its risks and the next step to validate it.
Highest-scoring open idea
Every public AI contract and RFP — federal down to state and municipal — with alerts for AI vendors selling to government.
68/100
Why it scored lower: B2B sales cycle, cheap generic alerts ($10/month), ambiguous definition of “AI,” data accuracy.
Open ProductBots.ai →68/100
Every public AI contract and RFP — federal down to state and municipal — with alerts for AI vendors selling to government.
68/100
Why it scored lower: B2B sales cycle, cheap generic alerts ($10/month), ambiguous definition of “AI,” data accuracy.
Open ProductBots.ai →Connect your LLM gateway or SDK and every request maps to a customer and a feature; finance sees revenue minus attributed inference cost per account, negative-margin alerts and a board-ready CSV export — no billing migration, self-serve $79–$499/month.
67/100
Why it scored lower: Observability or billing platforms bundle a free per-customer cost view (caps the moat)
Open ProductBots.ai →A web app that runs the open-source day-trader skills for you — scan charts, track news, time entries and replay outcomes before you risk a dollar — no terminal needed.
66/100
Why it scored lower: Financial-advice/regulatory exposure and market-data licensing cost; the MIT code lets anyone host the same thing.
Open ProductBots.ai →Stella is an AI manifestation app (custom visualisations and daily affirmations) that its founder says hit $300K MRR within two months of launch with 12,000 payers and 200,000+ downloads, sold through her own 4M-follower audience; Self-reported, not verified.
66/100
Why it scored lower: No owned audience, unverified revenue
Open ProductBots.ai →Boothie turns one selfie into the aesthetic people keep saving (Canon G7X digicam flash, Kodak Gold film, vintage photobooth, night flash); launched Jun 23 2026, hit $51.5K MRR (Verified) in about 4 months with no paid ads, growing on faceless TikTok carousels from roughly a dozen persona accounts.
66/100
Why it scored lower: Saturation (5+ clones) and trend decay
Open ProductBots.ai →Push Up Arena is a camera-counted push-up RPG with 1v1 duels that launched on May 14 2026 and hit 100K downloads in under 90 days and Top 100 Health & Fitness in 50+ countries within 39 days, growing almost entirely on short-form video; local-language TikTok for this genre is still open outside English.
66/100
Why it scored lower: Crowded category and rep-count accuracy; revenue varies widely across clones
Open ProductBots.ai →A CI service that replays a real agent trajectory against every self-hosted framework release and asserts interrupt/stream/checkpoint/durability parity, failing the build before a regression reaches production — self-serve, $35/repo/month.
64/100
Why it scored lower: Adjacent platforms (LangSmith, AgentOps, promptfoo) ship parity checks for free
Open ProductBots.ai →Pre-built AI agents that find leads, do cold email, LinkedIn and Reddit outreach and SEO on a schedule, sharing one memory that outside AI tools reach through MCP.
58/100
Why it scored lower: Crowded agent-GTM category with funded players; revenue concentrated on a few large purchases; X demand Unknown.
Open ProductBots.ai →Our scout reads public signals every day.
POS rates each opportunity 0–100 and states its confidence.
Sources, risks and a next validation step, on one page.
POS 70+ opportunities are for subscribers until more than six calendar months after they were added. Everything below 70 is public.
The 70 line is drawn on every score, so you can see where each idea sits and why.
Get each new idea the day it is scored.
The score, the sources, the risks and the next step, by email.
I used to waste weekends on ideas that felt big. Here every idea comes scored, with the research behind it, so I only chase the ones that can become huge.
New opportunities every day, and I can see how fresh each one is. I found a gap no one was building for and got there first.
I picked an idea on Startup Ideas HQ in the morning, and ProductBots.ai gave me full discovery, a business case and build prompts by the end of the day. The jump from 'interesting' to 'let's code it' disappeared.
The free tier showed me good ideas. Upgrading showed me the best ones: every POS 70+ opportunity while it's still fresh, before anyone else sees it. One of them became my product, and it paid for the plan many times over.