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I wish there was a public database of corporate ASNs and IPs, so we wouldn't have to rely on Cloudflare or any third-party service to detect that an IP is not from a household.

Scrapers use residential VPNs so such a database would help only up to a certain point
Just search for "residential proxies" and you'll see why this wouldn't help.
There is... It's literally available in every RIR database through WHOIS.
There is one. It's called the RIRs.

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