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Open-source AI Visibility Readiness (AVR) audit methodology: is a site ready for AI search as well as for traditional search. Deterministic HTTP and HTML probes plus live citation measurement, with Cloudflare Radar crawler baselines. The full check list is generated from the audit code and published as CHECKS.md.
An order-of-magnitude bound on the electricity used by automated web traffic, and an account of why public data supports no single figure. Two methods, both reported, disagreeing by a factor of 5.3 around roughly 10 TWh per year. Python 3, standard library only. DOI 10.5281/zenodo.20512703
Typed Swift client for the Cloudflare Radar API — global internet traffic, outage and protocol-adoption data. Swift 6, zero dependencies. iOS 17+ / macOS 14+