Real ChatGPT answer · index seedica8Tl2Uk2IcompleteMarketing and advertising · marketing agenciesbrand

Has Facebook altered their ad auction rules recently that would make scaling up our spend past one thousand dollars a day less effective for our retirement community promotion?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Has Facebook altered their ad auction rules recently that would make scaling up our spend past one thousand dollars a day less effective for our retirement community promotion?
3 real searches · 1 real-search pass
Meta Facebook advertising auction changes 2026 budget scaling daily spend auction rules Advantage+ ad delivery updatesGoogle ↗
OBSERVEDConsequence
Meta ads auction budget increase learning phase significant edits 2025 2026 official documentationGoogle ↗
OBSERVEDOther / navigational
Meta housing special ad category retirement community senior living advertising restrictions 2026Google ↗
OBSERVEDConsequence

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 (3)
Short factOther / navigational33%ComparisonConsequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Meta Facebook advertising auction changes 2026 budget scaling daily spend auction rules Advantage+ ad delivery updates
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Meta ads auction budget increase learning phase significant edits 2025 2026 official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Meta housing special ad category retirement community senior living advertising restrictions 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1