Delivery platforms are mobile-app-first, pairing device attestation on apps with bot management on the web, and menus, prices, and availability change with the exact delivery location. Meaningful collection needs city-accurate carrier IPs and location-consistent sessions, alongside compliance with platform terms. We index 2 food delivery sites; the most common protection is Cloudflare (Bot/Challenge), and 1 are rated hard. Reviewed July 2026.
Across 2 food delivery sites in the registry, the most common protection is Cloudflare (Bot/Challenge), followed by Cloudflare (CDN/WAF). Each site's observed stack is listed below and on its own page.
1 of 2 are rated Hard - large-scale public-data collection there tends to need real mobile carrier IPs and careful session handling. The rest are Light or Moderate. Difficulty reflects the network layer, not a bypass method.
Each entry is derived from public HTTP response signatures observed on the site's landing response, reviewed July 2026. A technology is listed only when a canonical signal was present.
Hand a hard target to Data Works for clean, QA-checked data, or run it yourself on real 4G/5G carrier IPs from $4/GB.