Real ChatGPT answer · index seedxF6nKqlJ8w4completeMarketing and advertising · local marketingcommercial
We need to reallocate our quarterly local advertising budget between Meta geofenced ads and local service ads given recent algorithm updates
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to reallocate our quarterly local advertising budget between Meta geofenced ads and local service ads given recent algorithm updates
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
ChatGPT2 real searches · gpt-6
Meta ads algorithm updates 2026 local advertising geotargeting performance changes Google ↗
Google Local Services Ads updates 2026 ranking lead delivery bidding changes Google ↗
- Meta Has A New Ad Ranking System Built On LLMs, Plus Upgrades To Andromeda And GEM · adexchanger.com
- Meta’s Generative Ads Model (GEM): Scaling the Central Model and Compute Engine for Frontier Ads AI · engineering.fb.com
- Local Services Ads transition to Performance Max campaigns with pay-per-lead goals · support.google.com
- How bidding works for Local Services Ads · support.google.com
- About ad rankings · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta ads algorithm updates 2026 local advertising geotargeting performance changes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Google Local Services Ads updates 2026 ranking lead delivery bidding changes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |