Real ChatGPT answer · index seedFShTxyooyxocompleteMarketing and advertising · influencer marketingcomparison
As a mom managing our family budget, should I use influencer marketing or paid social ads for our holiday campaigns this year to get a better return on ad spend?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a mom managing our family budget, should I use influencer marketing or paid social ads for our holiday campaigns this year to get a better return on ad spend?
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
2026 holiday marketing influencer marketing vs paid social advertising ROI benchmarks holiday campaigns 2026 Google ↗
2025 influencer marketing benchmark ROI paid social ROAS holiday ecommerce Meta ads costs holiday season Google ↗
- IPA | First-of-its-kind IPA data details strong ROI and long-term impact of Influencer Marketing · ipa.co.uk
- Influencer marketing ROI ‘outperforms’ linear TV and paid social · marketingweek.com
- 2026 State of Holiday Season Report · holiday.traackr.com
- Holiday Creator Content Volume Surged In 2025, But Only Top Brands Converted It Into Attention, Data Shows · netinfluencer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 holiday marketing influencer marketing vs paid social advertising ROI benchmarks holiday campaigns 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2025 influencer marketing benchmark ROI paid social ROAS holiday ecommerce Meta ads costs holiday season OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |