Real ChatGPT answer · index seedHrcdN2GKZQUcompleteMarketing and advertising · marketing agenciescomparison
Write a detailed comparison between using freelance media buyers on retainer versus keeping all paid social execution in-house as an agency scales past ten million in billings.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Write a detailed comparison between using freelance media buyers on retainer versus keeping all paid social execution in-house as an agency scales past ten million in billings.
1 real search · 1 real-search pass
agency scaling freelance media buyers retainer in-house paid social team operating model agency economics utilization contractor classification IRSGoogle ↗
OBSERVEDComparison
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
agency scaling freelance media buyers retainer in-house paid social team operating model agency economics utilization contractor classification IRS Google ↗
- Marketing operating model: what should stay in-house, agency, or fractional? · prosemedia.com
- Freelance Media Buyer, In-House Buyer or Agency: Who Should Run the Account? · battlebridge.com
- B. Category 2: Input-based Models · aaaa.org
- Independent contractor (self-employed) or employee? · irs.gov
- Publication 15-A (2026), Employer’s Supplemental Tax Guide · irs.gov
- 4A's / ANA – Decoding Compensation Models and Implementing the Right Model · aaaa.org
- ANA / In-House Agency operating model discussion · inbeat.agency
- Sprout Social – 2022 Agency Pricing and Packaging Report · media.sproutsocial.com
- 2022-agency-pricing-and-packaging-report · media.sproutsocial.com