Research stops at information
You know the market is changing, but not which problem hurts enough or who will pay to solve it.
×AI Commercial Discovery OS
Stop starting with ideas.
Start with PERFIT AI.
PERFIT AI continuously reads real-world market signals, uncovers high-value problems, validates demand with customer evidence, and turns what it learns into an executable product definition.
Reddit pain signalsGitHub activityHiring velocityCustomer evidenceCompetitor movementFunding signals
Research is fragmented
Market signals, customer validation, and product decisions should never live in three separate systems.
Traditional research gives you information, sales tools give you contacts, and product tools give you templates. The hard part is proving the causal link between all three.
Validation turns into sales
You ask “Would you buy this?” and get polite feedback without reducing uncertainty around the core commercial assumptions.
×Product drifts from evidence
The PRD documents features, but cannot explain why they matter or which customer evidence supports them.
×One connected workflow
From market noise to a validated product opportunity.
Every score, hypothesis, and feature links back to real evidence. Supporting evidence raises confidence. Contradicting evidence lowers it.
Opportunity opp_011
Thermal stack qualification AI
82
BuyerAdvanced packaging R&D
Evidence31 independent items
Confidence71%
MomentumSurging ↑
Evidence graph / latest
84
“Qualification cycle time is becoming the limiting factor as package complexity increases.”
Supports91
“Simulation is not our bottleneck. Comparable material inputs are where we lose weeks.”
Challenges73
Thermal and packaging reliability openings rose 34% across target accounts.
SupportsEvidence-first workflow
Four steps turn a market theme into an actionable commercial decision.
Find the real problem
Read community, technology, hiring, and company signals to extract pain, workarounds, spending, and urgency.
Measure commercial value
Score pain, frequency, growth, buyer clarity, economic impact, willingness to pay, and solution gaps.
Test with real customers
Identify the right companies and people, generate neutral questions, and keep a human in control of customer discovery.
Define the product
Turn a validated problem into a product thesis, MVP, feature priorities, PRD, and pilot plan.
Built for hard markets
The harder the market is to understand and reach, the more valuable the system becomes.
Deep-tech founders
Prove that a specific buyer owns the problem and will join a pilot before committing months of engineering.
Reduce build riskB2B AI product teams
Continuously find frequent, expensive workflows where existing solutions fail instead of copying popular features.
Find the wedgeVC and investment research
Detect structural shifts in current market signals and preserve the complete evidence chain behind every thesis.
Source convictionCorporate innovation teams
Turn technology trends into testable business opportunities and manage pilot decisions with one consistent method.
Build the pipelineThe long-term moat
Every product decision should be able to answer “why.”
The Evidence Graph connects raw signals, problems, hypotheses, opportunities, and product features. Over time, the system learns which early signals ultimately become validated demand.
SignalMarket signal
ProblemCustomer problem
HypothesisBusiness hypothesis
OpportunityValidated opportunity
FeatureProduct feature
Pricing
Start with one market. Build a repeatable opportunity pipeline.
SoloFounders
$79/month
Billed monthly. Cancel anytime.
For founders searching for their next defensible commercial wedge.
- 3 active market scopes
- 10 opportunity scans per month
- Standard commercial research
- Evidence Graph and PRD export
ProTeams
$299/month
Billed monthly. Cancel anytime.
For product teams moving continuously from opportunity discovery to customer validation.
- Unlimited market scopes
- 50 opportunity scans per month
- Deep research agent
- Company and contact discovery
- Customer outreach approval
- Product thesis, MVP, and PRD
EnterpriseInnovation
Custom
Annual contract
For organizations that need private data sources, team workspaces, and governance.
- Private data source integrations
- Custom research budgets
- SSO and access controls
- API and data exports
- Dedicated implementation support
Start with one market
Bring a market question. Leave with an opportunity decision.
Tell us which industry you are exploring. The demo will run your real topic through Discover → Research → Validate.
- Demo length
- 30 minutes
- You receive
- 1 opportunity sample + evidence chain
- Best for
- Discovery / product definition / investment research