Real ChatGPT answer · index seedj0u6kkpLvuQcompleteMarketing and advertising · ad platformscomparison
Our cost per acquisition on Facebook doubled overnight after the latest algorithm update, so is it better to completely rebuild the ad sets or transition the budget to Amazon PPC right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
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Our cost per acquisition on Facebook doubled overnight after the latest algorithm update, so is it better to completely rebuild the ad sets or transition the budget to Amazon PPC right now?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta Facebook ads algorithm update November 2026 advertiser performance delivery changes CPA OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Amazon Ads sponsored products PPC optimization budget allocation conversion attribution 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |