Real ChatGPT answer · index seedgc8vxxyR5l0completeMarketing and advertising · marketing agenciescomparison
Why is our customer acquisition cost suddenly spiking while we try to scale our Facebook ad spend, and what benchmarks should we be hitting this month?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why is our customer acquisition cost suddenly spiking while we try to scale our Facebook ad spend, and what benchmarks should we be hitting this month?
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). 2 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 Facebook ads benchmarks November 2026 CPM CTR CPC conversion rate ecommerce acquisition cost benchmark 2026 Google ↗
Meta ads scaling budget audience saturation creative fatigue auction learning phase official Meta guidance 2026 Google ↗
- Facebook Ad Benchmarks by Industry (Updated 2026 Data) · triplewhale.com
- Meta Ads Benchmarks 2026: Ecommerce CPM, CPC, CTR, CPA, ROAS · mhigrowthengine.com
- Meta Platforms Inc. (via Public) / The importance of the learning phase · ebs.publicnow.com
- Understanding and optimizing your ad campaign · developers.meta.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta Facebook ads benchmarks November 2026 CPM CTR CPC conversion rate ecommerce acquisition cost benchmark 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Meta ads scaling budget audience saturation creative fatigue auction learning phase official Meta guidance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |