The TrueFetch blog
Make the next
data decision clearer.
Guides, documented comparisons and product notes for developers working with web data.
These articles explain methods and tradeoffs. They are not production benchmarks. How we write and review →
8 articles
Walkthrough / September 21, 2026
Filter job listings with Jev and Python
Turn a jobs JSON file into a shortlist with explicit relevance criteria and a review path for incomplete evidence.
Troubleshooting / September 19, 2026
Why a YouTube transcript request can fail
Diagnose missing captions, language mismatches, blocked requests and authorization errors without treating them as the same failure.
Comparison / September 19, 2026
Google Trends API, pytrends or a hosted service?
Compare official alpha access, an archived unofficial library and hosted services using documented capabilities and maintenance tradeoffs.
Guide / September 19, 2026
What does a scraping credit actually buy?
Compare billing units, Job Search's record rate and planned media-duration rules.
Guide / September 19, 2026
Existing captions or speech-to-text?
Choose the operation, language and output contract before integrating.
Guide / September 19, 2026
Crawling, scraping or an API?
Start with useful output, then compare the responsibilities of each tool.
Product design / September 19, 2026
Empty, partial and failed results are different answers
Read source outcomes before drawing conclusions from an empty array.
Walkthrough / September 19, 2026
From a job scraping example to a saved request
Configure and quote Job Search, follow its task and explicitly save a request to your account.