Real ChatGPT answer · index seedfNSiS9FGPaEcompleteMarketing and advertising · marketing agenciesinformational
Where should our boutique advertising agency look to hire freelance media buyers with proven ROAS metrics managing CTV and programmatic ad spends this quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where should our boutique advertising agency look to hire freelance media buyers with proven ROAS metrics managing CTV and programmatic ad spends this quarter?
3 real searches · 1 real-search pass
freelance programmatic media buyers CTV The Trade Desk DV360 talent marketplace consultants 2026Google ↗
OBSERVEDOther / navigational
programmatic advertising freelancer communities media buyers CTV hiring independent consultantsGoogle ↗
OBSERVEDComparison
performance marketing freelance talent platforms programmatic advertising media buyingGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
freelance programmatic media buyers CTV The Trade Desk DV360 talent marketplace consultants 2026 Google ↗
programmatic advertising freelancer communities media buyers CTV hiring independent consultants Google ↗
performance marketing freelance talent platforms programmatic advertising media buying Google ↗
- Communities worth your time · paidmediacollective.com
- Best Programmatic Campaigns Freelancers in the United States (Oct 2026) · upwork.com
- Best Programmatic Campaigns Freelancers for Hire (Oct 2026) · upwork.com
- 11 Best Freelance Media Buying Consultants for Hire in October 2026 · toptal.com
- Connector · theadclub.org
- AdHacks · adhacks.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
freelance programmatic media buyers CTV The Trade Desk DV360 talent marketplace consultants 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
programmatic advertising freelancer communities media buyers CTV hiring independent consultants OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
performance marketing freelance talent platforms programmatic advertising media buying OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |