NicheIQs
LIVE SIGNALS
AI invoice automation▲ 81STRONG
SaaS churn prediction tools▲ 74STRONG
No-code database builders◆ 58VIABLE
Social media schedulers▼ 31CROWDED
AI writing assistants▼ 22SATURATED
Micro-SaaS for lawyers▲ 77STRONG
Niche job boards◆ 54VIABLE
Solopreneur CRM tools▲ 69STRONG
AI invoice automation▲ 81STRONG
SaaS churn prediction tools▲ 74STRONG
No-code database builders◆ 58VIABLE
Social media schedulers▼ 31CROWDED
AI writing assistants▼ 22SATURATED
Micro-SaaS for lawyers▲ 77STRONG
Niche job boards◆ 54VIABLE
Solopreneur CRM tools▲ 69STRONG
// LIVE ANALYSIS TERMINAL
ONLINE
Score any niche
before you build.
Real scraped signals — not LLM brainstorming. Reddit pain volume, Google Trends momentum, and Claude AI synthesis combine into a single Winnability Score 0–100.
Reddit signals HN analysis Google Trends 12mo AI synthesis Agent-ready JSON
AI invoice software SaaS for lawyers No-code tools Micro-SaaS for freelancers B2B expense tracking AI resume builder Remote team tools Course platform for coaches Pet health subscription box Shopify analytics dashboard
>_
1
Scraping Reddit pain signals...
2
Pulling Google Trends (12mo)...
3
Scanning Hacker News...
4
Synthesizing verdict...
--
WINNABILITY SCORE /100
Free tier · 3 analyses/month · Upgrade for unlimited →
// MARKET HEATMAP · 30 INDUSTRIES
HOW IT WORKS
50K+
Analyses Run
30
Industries Tracked
5+
Signal Sources
<60s
Avg Time to Verdict
99.9%
API Uptime
Featured On mcpservers.org
// HOW IT WORKS
Three signals.
One verdict.
01
Pain Volume

Scans Reddit and Hacker News for posts expressing frustration, need, or active problem-seeking. Weighted by engagement. More pain = bigger latent market.

02
Demand Curve

Pulls 12 months of Google Trends data and computes the slope. Rising interest means you're early. Flat is fine. Declining is a hard no.

03
AI Synthesis

Claude reads the raw signals and outputs a structured Winnability Score with per-component breakdown and concrete action items — not generic startup advice.

// RILEY · SENIOR ANALYST
RILEY
Senior Market Analyst · NicheIQs
I've analyzed over 50,000 niches. Most ideas fail the same way — founders pick markets that feel exciting, not markets where real people are spending real money on bad solutions. I don't tell you what you want to hear. I tell you what the data says.
50K+
Analyses
4
Sources
24h
Cache
<60s
Verdict
// COMMUNITY INTELLIGENCE
What founders
are scoring.
Pick your signal volume.
Monthly
Annual SAVE 17%
Free
$0
forever
  • 3 analyses / month
  • Full winnability report
  • No credit card
  • API key access
  • Priority processing
Try demo above ↑
Pro
$49
per month
  • 150 analyses / month
  • Full winnability report
  • API key via email
  • 24h result caching
  • Agent-ready JSON
Get Pro →
Agent Flat
Agent Flat
$99
per month · 1500 analyses
  • 1500 analyses / month
  • Full JSON report
  • Batch endpoint (10 parallel)
  • Webhook callbacks
  • MCP + OpenAPI + ChatGPT
Get Agent Flat →
For Agents
Pay-as-you-go
$0.10
per analysis · no commitment
  • No monthly minimum
  • Unlimited scale
  • Full JSON report
  • MCP + OpenAPI ready
  • API key via email
Get Started →
// FOR AGENTS · PLUG IN. SCALE OUT.

NicheIQs is built for autonomous use. Works with Claude, LangChain, CrewAI, AutoGPT — anything that can call an HTTP endpoint or load an MCP tool.

MCP Server OpenAPI 3.0 Async polling Structured JSON
// claude_desktop_config.json
{
  "mcpServers": {
    "nicheiqs": {
      "command": "python",
      "args": ["/path/to/mcp_server/server.py"],
      "env": {
        "NICHE_ENGINE_API_KEY": "ne_your_key"
      }
    }
  }
}
// API REFERENCE
POST/analyze/syncSynchronous — one call, full report
POST/analyzeAsync — returns job_id
GET/results/{job_id}Poll for result
POST/analyze/batchScore 1–10 niches in parallel
GET/trendingTop queried niches with scores
GET/heatmap30-bucket industry heatmap
GET/heatmap/{bucket}Bucket detail + top niches (Starter+)
POST/competitorsCompetitor snapshot (Starter+)
POST/icpICP signal analysis (Starter+)
POST/keywordsKeyword seed analysis (Starter+)
POST/monetizationMonetization scoring (Starter+)
POST/monitorDaily re-scoring + webhook (Pro+)
View full API docs ▸