Ticketing platforms face legal mandates against purchase bots in some jurisdictions and defend inventory with queues, challenges, purchase limits, and highly sensitive IP-reputation scoring, so even benign monitoring traffic is treated adversarially. The legitimate use case is market and price research, done with clean carrier-grade IPs, low volumes, and strict adherence to platform terms and applicable law. We index 4 tickets & live events sites; the most common protection is DataDome, and 2 are rated hard. Reviewed July 2026.
| # | Site | Protection observed | Difficulty |
|---|---|---|---|
| 1 | SeatGeek seatgeek.com | DataDome | Hard target |
| 2 | Vivid Seats vividseats.com | Akamai Bot Manager | Hard target |
| 3 | AXS axs.com | Cloudflare (CDN/WAF) | Moderate |
| 4 | Live Nation livenation.com | Queue-it | Moderate |
Across 4 tickets & live events sites in the registry, the most common protection is DataDome, followed by Akamai Bot Manager. Each site's observed stack is listed below and on its own page.
2 of 4 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.