Real ChatGPT answer · index seedMTgKngy2QgkcompleteMarketing and advertising · influencer marketingcommercial
What is the most cost effective way to measure ROI when working with twenty different nano influencers at the same time?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective way to measure ROI when working with twenty different nano influencers at the same time?
2 real searches · 1 real-search pass
cost effective influencer marketing ROI measurement unique links discount codes UTM attribution nano influencers campaign trackingGoogle ↗
OBSERVEDComparison
Google Analytics 4 campaign URL builder UTM parameters documentation influencer marketing FTC endorsement disclosure guidanceGoogle ↗
OBSERVEDInstruction
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
cost effective influencer marketing ROI measurement unique links discount codes UTM attribution nano influencers campaign tracking Google ↗
Google Analytics 4 campaign URL builder UTM parameters documentation influencer marketing FTC endorsement disclosure guidance Google ↗
- Visit · sheets.google.com
- Visit · analytics.google.com
- Visit · ga-dev-tools.google
- URL builders: Collect campaign data with custom URLs · support.google.com
- Influencer Marketing ROI (Measurement Guide) · sproutsocial.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cost effective influencer marketing ROI measurement unique links discount codes UTM attribution nano influencers campaign tracking OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Analytics 4 campaign URL builder UTM parameters documentation influencer marketing FTC endorsement disclosure guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |