Find blue-ocean Amazon niches (for free)

Use the open-source amazon-niche-finder and Pangolinfo's filter_niches data to spot low-competition, high-demand opportunities.

🌊 Blue ocean = high search demand ÷ low brand competition. The tool scores every niche with exactly that ratio so you can rank opportunities at a glance.

1. Fork and clone

git clone https://github.com/pangolinfoapi/amazon-niche-finder
cd amazon-niche-finder
cp niches.example.json niches.json

2. Define your scan

Edit niches.json with a marketplace and filters. Example:

[
  {
    "label": "US electronics",
    "marketplace_id": "ATVPDKIKX0DER",
    "filters": {
      "search_volume_t90_min": 5000,
      "minimum_price": 15,
      "maximum_price": 80,
      "sort_field": "searchVolumeT90",
      "sort_order": "desc",
      "size": 20
    },
    "opportunity": {
      "min_search_volume_t90": 5000,
      "max_brand_count": 300,
      "min_price": 15,
      "max_price": 80
    }
  }
]

3. Add your Pangolinfo token

Get a token from pangolinfo.com and add it as the PANGOLIN_TOKEN repository secret. The filter_niches data is fetched through the Pangolinfo MCP.

4. Run and read the report

export PANGOLIN_TOKEN=eyJ...your_jwt
python3 niche_finder.py run
python3 niche_finder.py report

The report flags niches that meet your opportunity window and sorts them by blue-ocean score.

5. Automate it

The bundled GitHub Actions workflow re-scans daily and commits results, so you can watch new niches appear over time.

Next steps

Once you pick a niche, track its keywords with the Keyword Rank Tracker.
Monitor demand seasonality with the Google Trends Tracker.
For the full data engine, see the official pangolinfo-amazon-scraper SDK.

➡️ Open the repository