AI ad observation
A recorded advertising outcome under specified prompt, platform, market, and time conditions.
A successful observation can contain an ad or no ad. A failed or unavailable observation is a separate outcome and should not be treated as a confirmed zero.
An observation count is not automatically a count of unique ads, users reached, clicks, or sales. Preserve the collection scope and declared counting rules when comparing periods.
In GeckoCheck: AI ads visibility, Competitor ads, Top ad triggers
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A prompt associated with an observed advertisement in a tracked sample, not a disclosed advertiser targeting rule.
An advertising unit identified as paid or sponsored, rather than an independent organic answer or citation.
Two separate forms of exposure: sponsored placements and independent brand mentions or source citations.
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