Features built for builders who hate guessing.
ProblemSeekr.AI helps you go from messy community conversations to validated, ready-to-build problem briefs-and then into concrete build plans-without spending your life inside search bars and feeds.
Discover
Find real problems people are actually complaining about.
Automated ingestion turns noisy discussions into high-signal opportunities, ranked by intensity and frequency.
Understand
See the “why” behind each opportunity in minutes, not weeks.
Each brief includes summaries, evidence, audience context, and potential solution angles-so you can make confident decisions.
Act
Turn the most promising problems into a clear build plan.
Mark opportunities as “Currently Building”, fill out build worksheets, track milestones and launch dates, and move the plans into your favorite tools.
Discovery & Signal
How you find real problems without living inside every community feed.
AI-Curated Opportunity Feed
Continuously updated feed of real-world pain points sourced from public conversations and community spaces. No more scrolling for hours trying to spot patterns.
Smart Search & Filters
Zero in on relevant topics by keyword, sector, audience, timeframe, and engagement thresholds so you only see problems that match your thesis.
Trend & Momentum Signals
See which problems are rising, flattening, or fading based on frequency, recency, and engagement velocity-so you can time your bets.
Problem Briefs & Insight
Everything you need to understand a problem deeply before you commit to building.
Problem Briefs
Each opportunity is packaged into a concise brief with a plain-English summary, audience, context, and why it hurts right now.
Evidence Snapshots
See voice-of-customer snippets and key quotes directly in the brief-so you can build conviction without reading dozens of threads.
AI-Powered Summaries
Digest messy, multi-reply conversations into 2–3 sentence problem statements that are easy to share with cofounders, teams, or clients.
Solution & Packaging Angles
Get AI-suggested solution patterns, possible pricing models, and risk considerations to jumpstart your validation and MVP planning.
Workflow & Execution
Tools that fit into how you already research, decide, and ship.
Backfill & Ingestion Engine
Run one-time backfills or recurring jobs to capture recent history in your niches, then keep them fresh with rolling updates.
Niche Tracking
Track specific markets, segments, or themes (e.g., “B2B onboarding”, “creator tooling”, “real estate ops”) and get briefs aligned to your focus.
Clustering & Tagging
Group similar problems together with AI-powered clustering so you can see categories, not just one-off complaints.
Favorites, Shortlists & Build Worksheets
Save the best problems, mark what you’re currently building, and use structured worksheets to move from idea to launch plan.
Capture from Anywhere (Coming Soon)
Save any relevant thread, screenshot, or link into ProblemSeekr.AI with a browser extension or capture tools-so your discovery doesn’t stay trapped in tabs.
Weekly & On-Demand Drops
Receive weekly curated problem drops plus on-demand refreshes as you refine your thesis and move toward a specific solution.
Export to Your Stack
Move validated problems and build plans into your workflow via export to Notion, CSV, or other tools (with more integrations planned).
Teams, Studios & Enterprise
From solo builders to studios and product orgs, ProblemSeekr.AI scales with your process.
Team Workspaces
Invite collaborators, share favorites, and maintain a shared opportunity pipeline so everyone is aligned on what you’re exploring.
Studio & Agency Support
Built to handle multiple clients and projects at once-tag problems by client, initiative, or vertical and keep discovery work organized.
API & Advanced Access (Pro)
Pro and Enterprise tiers can access read-only APIs to pipe briefs or scores into internal dashboards and decision workflows.
Enterprise-Ready Options
For accelerators, venture labs, and product orgs: multi-workspace support, SSO, custom data sources, and white-labeled briefs.
Turn real conversations into your next product.
Start with a focused feed of curated problems, graduate to full opportunity pipelines, and use build worksheets to turn the best ideas into concrete plans you can actually ship.