Find a micro-niche you can understand, validate, and start.
MNB turns live market signals into a clear next step for first-time founders: what looks promising, why it is real, and what to do first without exposing paid intelligence on public pages.
Intelligence console
Public preview mode
Niche preview
Compliance ops for solo healthcare clinics
Score state
Locked
Grade band
B range
Beginner next step
Start with Week 1-2 foundation: learn the audience, validate the pain, then decide whether to unlock the full dossier.
Signal sources
Paid depth stays locked
Tracked niches
Living database
Refreshed from public market signals
Evidence graph
312,000+ rows
Social, search, and platform demand
Decision model
Multi-factor
Demand, competition, moat, and founder fit
Scored 24/7
Rating daemon runs continuously
11 Platforms
Reddit, YouTube, TikTok & 8 more
312K+ Evidence
Verifiable data points per niche
84-Skill Analysis
Skills across 6 research categories
The problem
Most founders pick the wrong niche
You spend weeks scanning Reddit threads, analyzing competitors in spreadsheets, and guessing at market size. After 40–80 hours of research, you pick a niche — and 90% of the time, it’s wrong.
The solution
Research engine, not research assistant
We analyze thousands of data points across communities, search trends, and market signals — then score and rank niches objectively. In minutes, not months. You get the same depth of analysis that consulting firms charge $10k for.
Features
Everything you need to find your edge
From initial discovery to launch-ready roadmap, in one platform.
11-Platform Intelligence
We scan Reddit, YouTube, TikTok, Twitter, Instagram, Pinterest, LinkedIn, Threads, Google Trends, HackerNews, and ProductHunt. Every niche is scored against real conversations, not guesses.
5-Dimension Scoring
Each niche is scored on Opportunity (market size), Problem Severity (real pain), Feasibility (can you build it?), Timing (is now the right moment?), and Go-to-Market (can you reach customers?). Only 1% score above 70.
312,000+ Evidence Points
Every score is backed by verifiable evidence — Reddit threads, YouTube videos, Google Trends data, keyword search volumes. Click any score to see the raw data behind it.
84 Research Skills
Specialized skills analyze competitors, build value ladders, create marketing playbooks, estimate financial projections, and map buyer journeys. One click, full analysis.
Automated Discovery
Our NightCrawler system runs overnight with residential proxies, scanning platforms for emerging niches before they hit mainstream. New ideas daily, scored automatically.
Execution Playbooks
Don't just find ideas — get a complete launch plan. Value ladder pricing, marketing channel recommendations, competitive positioning, and step-by-step execution plans.
How it works
Three steps to your next product
Search
Enter a broad interest area or let the engine suggest high-potential starting points.
Analyze
Get scored, ranked niches with full market analysis, competition mapping, and demand validation.
Launch
Pick your winner and get a complete execution roadmap with monetization strategy.
Free Research Tools
Start researching — no account needed
Three standalone tools powered by the same evidence database that drives niche scoring. Free forever.
Locked
AI-powered solutions for risk management and compliance in emerging businesses
A technology startup operates with a team of 12 engineers leveraging resources from OpenAI, Anthropic, and AWS, developing four distinct products. The startup's founders lack a comprehensive record detailing which models interact with customer data, and they have not evaluated whether their operations align with emerging compliance standards. The oversight in documentation is attributed to the absence of compliance issues until now. Recently, however, a potential enterprise client has requested a risk assessment—a process that has not been standard practice until now, but is poised to become a necessity. Comply AI integrates seamlessly into the codebase of a startup, examining the application of AI tools utilized within the organization and identifying all compliance-related risks. In instances where policies are not present, the system generates them instantly. Any data streams that involve customer information are marked for attention with specific remediation measures. As the codebase evolves, documentation is automatically updated to reflect new changes. With each company it analyzes, the platform increases its intelligence: a compliance breach at one startup serves as a warning for the next, enhancing overall risk management. The minimum viable product (MVP) of Comply AI connects with the three leading AI service providers as well as two development tools. It features a dashboard that automatically detects AI implementation and produces a risk overview with a single click. Initial users primarily consist of startups preparing for fundraising or enterprise partnerships. The compliance gaps that catch founders off guard serve as a compelling entry point for onboarding. Once the scanning process is operational, the focus shifts to implementing solutions: the platform produces auto-generated policies and supporting documentation that founders can directly present to potential investors or acquirers. Engagements within founder networks and at accelerator demo days are already facilitating important dialogues around this topic. In comparison to Vanta, which costs $50,000 and requires a dedicated security team, or the legal counsel rate of $300 hourly for static document creation, Comply AI offers a more accessible starting price of $99 per month. One venture capital fund implementing the service across 30 of its portfolio companies can yield 30 new customers from a single contract. The unique risk intelligence database that underpins Comply AI is what sets it apart from alternatives. Each identified risk enhances the platform’s model, meaning that a startup incorporating Comply AI from the outset benefits from the compliance insights garnered from all previous users. *The analysis, scoring, and revenue forecasts provided are based on hypothetical scenarios and are intended for educational purposes. Actual outcomes may differ depending on implementation and market dynamics.
Audience: Tech Teams
Exact score, verdict, and dimension breakdown are unlocked inside the signed-in dossier.
Public visitors see the niche preview. Members see the full scorecard, evidence trail, and launch plan.
How we stack up
The only platform built for real research
Others show you static lists or trend graphs. MicroNicheBrowser gives you scored, evidence-backed niches with launch-ready plans.
| Feature | UsMicroNicheBrowserFree / $9.99 / $24.99 | GummySearch$29/mo | Exploding Topics$39/mo |
|---|---|---|---|
| Real-time scoring (24/7) | |||
| 11+ data sources | |||
| 312,000+ evidence points | |||
| 5-dimension scoring | |||
| Execution blueprints | |||
| Free tier with real data | |||
| Competitor mapping | |||
| Value ladder & pricing | |||
| Keyword + SEO data | |||
| Starting price |
Partial = limited data or gated behind premium tier. MNB data as of March 2026.
Free Tool
Grade your niche idea in seconds
Get an instant signal check using the same research graph behind 2,700+ analyzed rows. No signup required.
Niche Grader
Others
Static idea lists and gut-feel rankings
MicroNicheBrowser
Live evidence from 11 platforms, scored and ranked daily
Pricing
Institutional-grade research — priced for solo founders
One validated niche can pay for your entire subscription. FREE starts without a card; paid plans use secure Stripe checkout.
Free
Start exploring — no credit card required
- Browse published public niche previews
- Score-locked previews
- 3 view-only dossier unlocks/month
- Niche Grader tool
Pro
Complete validation and AI planning suite
- Unlimited dossier access
- All 5 dimension scores
- 20 AI Research Agent runs/month
- Execution plans + playbooks
Enterprise
For agencies, VCs, and power users
- Everything in Pro
- Unlimited AI Research runs
- Support-provisioned API access
- Custom alerts + priority support
Why founders trust our data
Transparent methodology. Verifiable data. No black boxes.
Every score on MicroNicheBrowser is computed from real market signals — not AI-generated opinions. Our scoring methodology is published. Our evidence is auditable.
312,000+
Evidence data points collected
From Reddit, YouTube, TikTok, Google Trends, and 7 more platforms
11
Live data platforms scored
Every score is backed by real API data you can verify
24/7
Continuous niche scoring
Our rating daemon rescores niches as market conditions change
84
Research skills per niche
From buyer signals to value ladders and execution plans
Powering niche research since 2025 · Built by Amble Media Group LLC
One hand-picked niche, refreshed daily — same for every visitor
AI-powered solutions for risk management and compliance in emerging businesses
A technology startup operates with a team of 12 engineers leveraging resources from OpenAI, Anthropic, and AWS, developing four distinct products. The startup's founders lack a comprehensive record detailing which models interact with customer data, and they have not evaluated whether their operations align with emerging compliance standards. The oversight in documentation is attributed to the absence of compliance issues until now. Recently, however, a potential enterprise client has requested a risk assessment—a process that has not been standard practice until now, but is poised to become a necessity. Comply AI integrates seamlessly into the codebase of a startup, examining the application of AI tools utilized within the organization and identifying all compliance-related risks. In instances where policies are not present, the system generates them instantly. Any data streams that involve customer information are marked for attention with specific remediation measures. As the codebase evolves, documentation is automatically updated to reflect new changes. With each company it analyzes, the platform increases its intelligence: a compliance breach at one startup serves as a warning for the next, enhancing overall risk management. The minimum viable product (MVP) of Comply AI connects with the three leading AI service providers as well as two development tools. It features a dashboard that automatically detects AI implementation and produces a risk overview with a single click. Initial users primarily consist of startups preparing for fundraising or enterprise partnerships. The compliance gaps that catch founders off guard serve as a compelling entry point for onboarding. Once the scanning process is operational, the focus shifts to implementing solutions: the platform produces auto-generated policies and supporting documentation that founders can directly present to potential investors or acquirers. Engagements within founder networks and at accelerator demo days are already facilitating important dialogues around this topic. In comparison to Vanta, which costs $50,000 and requires a dedicated security team, or the legal counsel rate of $300 hourly for static document creation, Comply AI offers a more accessible starting price of $99 per month. One venture capital fund implementing the service across 30 of its portfolio companies can yield 30 new customers from a single contract. The unique risk intelligence database that underpins Comply AI is what sets it apart from alternatives. Each identified risk enhances the platform’s model, meaning that a startup incorporating Comply AI from the outset benefits from the compliance insights garnered from all previous users. *The analysis, scoring, and revenue forecasts provided are based on hypothetical scenarios and are intended for educational purposes. Actual outcomes may differ depending on implementation and market dynamics.
FAQ
Common questions
What data sources power the analysis?
We aggregate signals from Reddit, YouTube, Google Trends, SimilarWeb estimates, app store listings, and community forums. Our scoring engine cross-references these to identify niches with genuine demand and manageable competition.
How accurate is the niche scoring?
Our multi-factor scoring model analyzes niches across 5 data-driven dimensions using signals from 11+ platforms. Niches scoring 65 or above are validated — showing stronger market signals, lower competition, and better timing indicators than average.
Can I export my research?
Yes. Pro and Enterprise members can export their research data. We're actively expanding export formats based on user feedback.
What makes this different from manual research?
Manual niche research takes 40–80 hours per niche and relies on intuition. Our engine analyzes the same data points in minutes, scores them objectively, and surfaces opportunities you’d miss. It’s the difference between a compass and a GPS.
Can I try it before paying?
You can start on Free, then upgrade to Pro or Enterprise when you need full dossiers, exact scorecards, exports, and planning tools.
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