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Market research tool that turns signals from Reddit, job ads, podcasts, and Google Trends into business ideas you can inspect.
Free
What to know▼
How it works
Turns recurring demand signals from Reddit, job ads, podcasts, Google Trends, and product launches into inspectable business ideas with sources, demand trend, and an opportunity score.
We check every product on this page once a day and record whether it still answers.
A free, sign-up-free tool that gives a dated, evidence-backed verdict on whether a hyped AI product launch is actually worth trying.
FreeNo sign-up
What to know▼
How it works
Paste any AI launch and get a verdict — worth trying now, watch later, too early, or mostly fog machine — with evidence of what's proven, what's missing, and what named experts and real users say.
What's different
Verdicts are dated and kept public so bad calls are on record.
We check every product on this page once a day and record whether it still answers.
Free 10-card starter kit to stress-test one important product flow in 15-30 minutes — surfaces problems happy-path testing misses, with a quick guide, evidence log, and a case study.
We check every product on this page once a day and record whether it still answers.
Builds a personalized college-match scorecard from 40+ factors like tuition, acceptance rate, and campus size, instead of relying on rankings alone.
Free
What to know▼
How it works
Builds a personalized scorecard using 40+ data factors including tuition, acceptance rate, campus size, climate, and AI-evaluated custom criteria to find a college fit.
What's different
Focuses on personal match rather than raw rankings.
We check every product on this page once a day and record whether it still answers.
Forces you to rank every feature idea blind and gives you a Scope Score for what belongs in v1, a prioritization tool for solo builders scoping an MVP, positioned against just asking ChatGPT.
Free
What to know▼
How it works
You dump every feature idea, rank them blind one at a time so comparison bias can't creep in, and get a Scope Score showing what belongs in v1 and what doesn't.
What's different
The free tier covers prioritization and the Scope Score; Pro adds Discovery, a Scope Review with the Priora Assistant, and a PrioraDocs pack you can hand to Cursor or a freelancer.
Pricing
Free tier runs through prioritization and Scope Score; Pro tier adds further features.
We check every product on this page once a day and record whether it still answers.
Checks whether a software idea already exists by scanning app stores, GitHub and Hugging Face, then gives a launch blueprint if there's a gap.
Free
What to know▼
How it works
Scans the Apple Store, GitHub, Hugging Face, and package registries to score whether a typed idea already exists as Done, Partial, or Novel, then gives a market read, launch blueprint, and a paste-ready prompt for your AI builder.
Pricing
Search is free; the first 250 users get 30 credits with code LAUNCH30.
We check every product on this page once a day and record whether it still answers.
A free, open-source tool where six AI agents role-play as an investor, customer, competitor, regulator, employee, and analyst to attack a startup idea and produce a survival score, citing real startup failures.
FreeOpen source
What to know▼
How it works
six AI agents attack the idea simultaneously and reference failures like Webvan and Theranos; includes a public 'startup graveyard'.
We check every product on this page once a day and record whether it still answers.
A free tool that tests a micro-niche business idea against Google Trends, autocomplete, and YouTube demand signals in 30 seconds, then generates a score, video scripts, and a landing page, instead of building the idea first to see if it has demand.
Free
What to know▼
How it works
Cross-references Google Trends, autocomplete, and YouTube signals to score demand, momentum, and competition, then produces an AI verdict, video scripts, and a one-click landing page for capturing emails.
Best for
People validating a niche idea before building it.
We check every product on this page once a day and record whether it still answers.
Free calculators and decision tools for startup founders and CTOs, including an MVP cost estimator, a burn-rate calculator, and a build-vs-buy analyzer.
Free
What to know▼
How it works
Offers an MVP cost estimator, burn-rate calculator, and build-vs-buy analyzer among other calculators and decision tools.
Pricing
Free.
Best for
Startup founders and CTOs making planning decisions.
We check every product on this page once a day and record whether it still answers.
Turns an uploaded 3D product model into a rendered cinematic promo video, for product teams, instead of filming physical products or hiring 3D animators.
Free
What to know▼
How it works
Upload a GLB 3D model, pick studio camera shots, and download a rendered MP4 with identical geometry and logo on every re-render.
Pricing
First two shot renders are free, no card required.
Best for
teams needing consistent product videos without live-action filming.
We check every product on this page once a day and record whether it still answers.
Bizdar shows which types of businesses are underserved in a given US zip code using competitor and demographic data, for people scouting where to open a business.
FreeNo sign-up
What to know▼
How it works
Pulls live competitor counts from Google Places, US Census demographics, and gap scores across 50+ business categories mapped by zip code.
