Real ChatGPT answer · index seedfsn0eTVp60ccompleteMarketing and advertising · influencer marketingcomparison
Can you outline how brand lift studies work for micro influencer campaigns and if they are worth the money for small businesses?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you outline how brand lift studies work for micro influencer campaigns and if they are worth the money for small businesses?
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
brand lift study exposed control group methodology survey awareness ad effectiveness influencer marketing Google ↗
micro influencer marketing small business measurement brand awareness ROI survey study costs Google ↗
- Methods for Measuring Brand Lift of Online Ads · research.google
- About Brand Lift · support.google.com
- advertising.amazon.com · advertising.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
brand lift study exposed control group methodology survey awareness ad effectiveness influencer marketing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
micro influencer marketing small business measurement brand awareness ROI survey study costs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |