
AI Product Opportunity — evidence-backed product opportunities
Discover and validate AI product opportunities using customer pain points, competitive signals, and market data.
vinitk80555 · HN
AI Product Opportunity
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Discover and validate AI product opportunities using customer pain points, competitive signals, and market data.
vinitk80555 · HN
AI Product Opportunity

Validate product ideas against public user discussions to decide whether to build, narrow scope, or pivot.
@_sunbo · X
I built ProductIdeaScout to help founders validate product ideas before they start building:

Test your product idea against AI-simulated focus groups matched to your target audience.
@product_luke · X
Free roast, no signup. Reply with your landing page URL. I'll run it through -- 50 AI-simulated customers from YOUR target audience -- and post the verdict here: → score /100 → top objections → the single most brutal verbatim quote First 10 replies. Fair warning: 15% of the panel are hard rejectors. They don't do mercy.

Log and retrieve decisions with complete provenance for humans and AI agents.
@burn2delete · X

Score business ideas on market viability, competition, and demand.
@buildwithmaya · X
Hi Rashka I am building

Give CruxRelay a public product page. Three AI agents extract evidence, rank first-buyer hypotheses, and build a product-specific paid-proof and launch kit.
@CruxRelay · X
Get your first customer playbook

See what happens before you decide. Model alternatives, expose assumptions, quantify uncertainty and discover exactly what would make your decision wrong.
@ANOVIA_Apex · X
Your gut has an opinion. Your spreadsheet has a forecast. MARK C has 10,000 futures and the exact question that matters: what breaks your decision? Stop guessing. C MARK it.” ⚡

Cross-check Reddit, Amazon reviews, YouTube, TikTok & 4 more sources in 9 languages. Real buyer complaints, opportunity scores and a build-or-skip verdict in 60 seconds. First sear
@aziz_bamar · X

A collaborative, scorecard-driven housing decision app.
@VictorLepri · X
solution to organize house search, sharing with people to review and comment, rank and help make a structured decision. Tailored to NYC but works everywhere in USA

Independent model readings, explicit disagreement, human decision gates, and verifiable research receipts.
@chatmouthai · X

AI scans competitors and market data to validate if a startup idea is worth building in 90 seconds.
@Ebrahim_Rio · X
Most founders skip validation and pray. I automated the "worth building?" check. AI scans competitors, Reddit, and market data → Cook or Kill in 90 seconds. Killed? It surfaces the pivot the data actually backs.

Private, schema-constrained AI for your product data. Ghost BI turns product metadata into reliable intelligence APIs your marketing, sales, finance, and engineering teams can actu
@ZacTheDev · X