scrapingbee vs scraperapi vs apify which one is actually worth it in 2025
ScrapflyAd
Web Data for AI Agents & LLM Apps
LLM-powered Extraction API turns any page into structured data. MCP server for agents included.
ChatGPT ads library
Scrapfly ads in ChatGPT
Web Scraping Proxy Networks Web Data Infrastructure · Open Source Self Hostable SAAS · scrapfly.com
2distinct ads2with published copy2triggering promptsJuly 16, 2026last seen
Documented from 1 public source, first seen July 16, 2026
Scrapfly ads documented inside ChatGPT
2 ads with a source each. All carry the published headline and copy.
how do i set up pangolin tunnel to expose coolify apps without going through cloudflare
ScrapflyAd
Scrape Any Site Without Getting Blocked
One API handles Cloudflare, Akamai & CAPTCHAs. Proxies and headless browsers managed for you.
Prompts that trigger Scrapfly ads
The conversations OpenAI matched this advertiser to. Advertisers write context hints, not keywords; these are the prompts the match landed on.
| Prompt | Ad | Format | Seen |
|---|---|---|---|
| scrapingbee vs scraperapi vs apify which one is actually worth it in 2025 | Web Data for AI Agents & LLM Apps | Single text ad | Jul to Sep 2026 |
| how do i set up pangolin tunnel to expose coolify apps without going through cloudflare | Scrape Any Site Without Getting Blocked | Single text ad | Jul to Sep 2026 |
Where these ads were documented
Every card above links to the page that published it. The list, for the record.
All advertisers in the ChatGPT ads library · How ChatGPT ads work · Set up a campaign in OpenAI Ads Manager
Run ads in ChatGPT next to Scrapfly
Sprites sets up the campaign, writes the context hints and the creative, installs the tracking, and reads the results across ChatGPT, Google and Meta from one place.