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Collect data at scale with our detailed tutorials and case studies.

Best Yelp Reviews Scrapers of 2026 [No Code Edition]

I paid for and tested every Yelp reviews scraper out there, then ranked the 3 best on data, speed, cost, scale and support. Here's what actually works.

No Code

10 Jun 2026●20 min read

How to scrape Google Maps Reviews at scale? [No-Code Edition]

A no-code guide on scraping every review from any Google Maps business... all 30+ data points per review, no API caps, no proxies, no Python.

Tutorials17 May 2026●15 min read

How Conscious Futures Sifts 25k+ Creators a Year into Qualified Leads

How Conscious Futures filters 25k+ Instagram creators a year into qualified leads — 2.2× cheaper than Apify, via lobstr.io and n8n.

Case Studies6 May 2026●7 min read

How to Scrape Instagram Profiles and Posts using Python [Full Code]

Learn how to scrape Instagram profiles and recent posts using the lobstr.io Python SDK. Full working code, no login, no proxies.

Python28 Apr 2026●23 min read

How to Scrape Instagram Posts Without Coding in 2026 [No Login Needed]

A no-code guide on scraping all posts from any public Instagram profile, or data from a single post URL. No login, no proxies required.

No Code23 Apr 2026●13 min read