Travel sites have fought automated fare and rate collection longer than almost any other vertical, because every search triggers costly backend lookups - expect strict search metering, IP-reputation gating before challenges, and prices that vary by geography and session. Legitimate fare and rate monitoring generally requires geo-accurate carrier IPs, conservative request pacing, and adherence to each provider's terms. We index 10 travel & hospitality sites; the most common protection is Akamai Bot Manager, and 7 are rated hard. Reviewed July 2026.
| # | Site | Protection observed | Difficulty |
|---|---|---|---|
| 1 | Expedia expedia.com | Akamai Bot Manager | Hard target |
| 2 | Hotels.com hotels.com | Akamai Bot Manager | Hard target |
| 3 | Priceline priceline.com | PerimeterX / HUMANCloudflare (CDN/WAF) | Hard target |
| 4 | Skyscanner skyscanner.net | PerimeterX / HUMAN | Hard target |
| 5 | Southwest Airlines southwest.com | Akamai Bot Manager | Hard target |
| 6 | Trivago trivago.com | Akamai Bot Manager | Hard target |
| 7 | Vrbo vrbo.com | Akamai Bot Manager | Hard target |
| 8 | Agoda agoda.com | Akamai (CDN/WAF) | Moderate |
| 9 | Airbnb airbnb.com | Akamai (CDN/WAF) | Moderate |
| 10 | United Airlines united.com | Akamai (CDN/WAF) | Moderate |
Across 10 travel & hospitality sites in the registry, the most common protection is Akamai Bot Manager, followed by Akamai (CDN/WAF). Each site's observed stack is listed below and on its own page.
7 of 10 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.