NicheHunter AI
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Technical & Operational Metrics (4 telemetry counters) β–² Technical Details
Active Scans LIVE
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Currently running parallel extraction threads
Completed Scans HISTORICAL
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Cumulative completed market scans across all runs
Listings Mined CUMULATIVE
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Amazon SERP organic & sponsored product listings
Data Attributes MINED
0
Customer review vectors, price clusters & brand HHI
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Actions
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Start New Analysis
Focus the category input and start a fresh scan
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View Live Scans
Show all currently running workflows
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View Wins
Show all scans with discovered opportunities
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Export Current Results
Download active workflow data as CSV
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How NicheHunter AI Works
Core +
Deep Niche Discovery
Multi-level recursive keyword expansion using Amazon's own autocomplete signals to surface niches before they go mainstream.
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Competition Score Matrix
Evaluates brand fragmentation (HHI), price clustering, sponsored ad density, and review gap to calculate a single go/no-go score.
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AI Gap Finder
Analyzes top product reviews to identify exactly what buyers are complaining about β€” your product improvement roadmap, ready-made.
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Real-Time Market Feed
Live extraction pipeline streams data as it runs. Watch your opportunity score build in real time β€” no waiting for batch reports.
Workflow Execution
1
Enter Category
Type any broad market in sidebar and click Run.
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AI Scans Amazon
Scrapes real-time SERP and autocomplete.
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Get Results
Scored niches with competitor breakdown & CSV export.