Discover what people actually search for
How it works
Add your seed keywords to scripts/seeds.txt. The pipeline
expands each seed across all four data sources.
GitHub Actions runs fetch_keywords.py every Sunday,
collecting Autocomplete, PAA, Trends, and Reddit data automatically.
Every keyword gets a detail page with trend score, data source provenance, related keywords, and PAA questions.
Frequently Asked Questions
How do I add new seed keywords?
Open scripts/seeds.txt and add one keyword per line.
The pipeline will pick them up on the next scheduled run, or you can
trigger the GitHub Actions workflow manually from the Actions tab.
What data sources does Kwerly use?
Kwerly pulls from four free sources: Google Autocomplete (A-Z suffix expansion), Google People Also Ask (SERP scraping), Google Trends via pytrends, and the Reddit API free tier. No paid API keys required.
How often is the data updated?
The GitHub Actions workflow runs every Sunday at 03:00 UTC. You can also trigger a manual run from your repository's Actions tab at any time.
Is Kwerly free to use?
Yes. The pipeline uses only free APIs and the Cloudflare D1 free tier (5 GB storage, 5 million reads/day). GitHub Actions gives you 2,000 free minutes per month — well above what the weekly pipeline needs.
What is a "rising" keyword?
A keyword is marked rising when Google Trends signals it as a breakout topic (score ≥ 70) or when it appears in Reddit's rising posts within the configured subreddits.