How can I set up a robust A/B testing framework for testing two entirely different brand voice tones in our upcoming performance marketing ad creatives?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I set up a robust A/B testing framework for testing two entirely different brand voice tones in our upcoming performance marketing ad creatives?
1 real search · 1 real-search pass
Meta ads A/B testing experiments creative test best practices randomized split test official documentation; Google Ads experiments A/B testing best practices official; Optimizely statistical significance sample size A/B testing guideGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Meta ads A/B testing experiments creative test best practices randomized split test official documentation; Google Ads experiments A/B testing best practices official; Optimizely statistical significance sample size A/B testing guide Google ↗
- Designing A/B tests, creative tests and lift studies : Learn new skills to build your brand or business · formedia.facebookblueprint.com
- Report on experiments | Google Ads API | Google for Developers · developers.google.com
- How to Create an A/B Test in Meta Experiments · jonloomer.com
- A/B Testing Guide for Marketers: Experiments, Sample Size & Results | AAMA – American Advertising and Marketing Association · americanadvertisingandmarketingassociation.org
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta ads A/B testing experiments creative test best practices randomized split test official documentation; Google Ads experiments A/B testing best practices official; Optimizely statistical significance sample size A/B testing guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |