Real ChatGPT answer · index seedD2uFBZtTwuQcompleteMarketing and advertising · ad platformsinformational
What are the most realistic benchmarks for reducing cost per acquisition in e-commerce during a tight economic downturn
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most realistic benchmarks for reducing cost per acquisition in e-commerce during a tight economic downturn
2 real searches · 1 real-search pass
2025 2026 ecommerce customer acquisition cost benchmarks paid social search conversion rate marketing efficiency report downturnGoogle ↗
OBSERVEDReason
ecommerce customer acquisition cost reduction benchmarks marketing optimization conversion rate retention first party data 2025Google ↗
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 (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
2025 2026 ecommerce customer acquisition cost benchmarks paid social search conversion rate marketing efficiency report downturn Google ↗
ecommerce customer acquisition cost reduction benchmarks marketing optimization conversion rate retention first party data 2025 Google ↗
- Ecommerce Customer Acquisition: Channels & Formula (2026) · shopify.com
- BEST PRACTICE 4 · info.amplitude.com
- E-Commerce Benchmarks 2026: CAC, ROAS, Conversion Rate, CPM · adtribute.io
- Ecommerce Benchmarks 2026: Sourced Data · saltpotdigital.com
- Facebook Ads Benchmarks for Ecommerce 2026 · saltpotdigital.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 ecommerce customer acquisition cost benchmarks paid social search conversion rate marketing efficiency report downturn OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ecommerce customer acquisition cost reduction benchmarks marketing optimization conversion rate retention first party data 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |