Observed arrival · 2026-08-21
machinesloveyou measures whether answer engines mention your name
An answer-engine visibility tool that runs buyer questions across seven AI and search surfaces, records citations and rankings, and checks which crawlers reached a site.
Why it surfaced
machinesloveyou treats an AI mention as a claim that needs a receipt: each run preserves the full answer, labels memory versus live search, and records the cited sources. It also compares answer-engine evidence with CDN crawler activity, giving this crowded category an unusually concrete chain of custody.
An answer-engine visibility tool that runs buyer questions across seven AI and search surfaces, records citations and rankings, and checks which crawlers reached a site.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
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