Bot scraping
This lane is stable because bot scores and verified-bot allowances are both present in the policy logic.
This route compares blocked-request pressure, mitigation posture, and false-positive risk across the traffic lanes most likely to distort attribution and form quality.
This lane is stable because bot scores and verified-bot allowances are both present in the policy logic.
The shield helps, but paid landing flows still need tighter separation between trusted and low-trust request patterns.
Form abuse is the weakest lane because thresholds are too broad and can still let synthetic submissions consume ops time.
CF Bot Shield TF connects Cloudflare rules, Terraform ownership, request-quality telemetry, and GTM impact so teams can see where synthetic traffic is inflating analytics, degrading lead quality, and forcing manual cleanup.
Keeps ad clicks, pricing visits, trial signups, and form submissions readable by separating legitimate demand from synthetic sessions before they enter attribution and CRM systems.
Turns bot pressure into a dollar and operations conversation: which campaigns are noisy, where review queues are polluted, and what controls should be automated first.
Shows rule intent, affected lanes, Terraform modules, and verification claims together so WAF changes are repeatable instead of one-off dashboard edits.
Frames bot management as buyer-facing reliability: cleaner analytics, safer forms, lower manual triage, and fewer false confidence signals in board reporting.
This repo follows the suite pattern: name the operating risk, map the owner and control plane, expose JSON and static proof, and make the system understandable to both commercial leaders and technical reviewers.