One secure identity
A single Supabase session across focused product workspaces.
AI operating layer for product teams
Find the signal.Build what matters.
Turn an unshaped software idea into evidence, a focused product plan, and launch-ready growth assets—inside one AI platform.
Start free · No credit card · Product-specific subscriptions
New opportunity
AI support copilot for independent ecommerce teams
AI ToolSaaSMicro SaaS
Scanning six software categories
Tracing pain across buyer communities
Comparing price and positioning
Opportunity score
Strong signal
87/100
Demand88
Pain84
Market gap79
AI recommendation
Validate the onboarding wedge first. Keep the MVP to four core capabilities.
02
Focused AI products
06
Software forms scanned
100%
Server-scored reports
01
Shared secure identity
Product walkthrough
A research workflow that reveals itself as you scroll.
Every transition explains the next decision. No decorative detours, no mystery dashboards.
01
Start with the problem, not a blank canvas.
Choose a software form and describe the workflow you want to improve. The system turns ambiguity into a precise research brief.
Describe your software idea
AI Opportunity Hunter
AI that helps independent ecommerce teams turn product data into support answers and short-form content.
SaaS
Chrome
AI Tool
Desktop
Mobile
Micro SaaS
Research brief ready
Target user · pain · category · buyer intent
02
Watch the competitive landscape assemble.
Six software categories and real buyer communities are scanned in parallel, with unsupported claims kept visibly unknown.
Competitive scan
SaaS12 competitors
Extension7 products
AI tools18 products
Desktop5 products
Mobile14 apps
Micro SaaS9 tools
Live evidence
43 sourcesTeams lose context moving between product data and support tools.
G2 Reviews
Powerful automation, but setup remains too complex for small teams.
GitHub
Missing workflow controls create repeated manual cleanup.
Product Hunt
Buyers respond to clear time-to-value and transparent pricing.
03
Leave with a decision—not another document.
Demand, pain, market gap, monetization, and build difficulty resolve into a focused MVP and first-100-users plan.
Opportunity score
87/100
Strong opportunity
88
Demand
84
Pain
79
Gap
86
Monetization
Focused MVP
Unified product context
AI answer generation
Billing
Guided onboarding
First 100 users
SEO · REDDIT · PH · COMMUNITY
One connected operating loop
Research clearly. Execute without losing the signal.
Purpose-built AI products share the platform layer, while every workflow stays focused and understandable.
Evidence before effort
Replace intuition with a visible research trail.
Opportunity Hunter separates sourced market signals from low-confidence inference, so teams know what is fact, what is a hypothesis, and what to validate next.
- Six software categories
- Source-aware pain analysis
- Server-calculated scoring
43 SOURCES
RedditPricing friction
G2Complex onboarding
GitHubMissing workflow
Growth runs
128
Keywords
SEO page
Distribution
From insight to execution
Turn the winning angle into launch-ready growth.
GrowthPilot moves the validated idea into keyword strategy, SEO pages, and distribution content without losing the original positioning signal.
- Commercial-intent keywords
- SEO-ready product pages
- Channel-native launch copy
Platform by design
A calm interface over serious infrastructure.
The complexity stays underneath. Each product presents only the controls needed to make the next decision.
Product-owned data
Usage, reports, and subscriptions retain explicit product boundaries.
AI with guardrails
Structured prompts, schema validation, repair, and server-side scoring.
Independent plans
Upgrade only the product that creates value for your workflow.
Available now
Two products. One path from question to traction.
Your next signal
Know what deserves to be built.
Start with one idea. Leave with a sharper market decision and a credible path to the first users.
Analyze your idea