Real ChatGPT answer · index seed5frv6DJxky8completeB2B software · marketing automationcommercial

What is the true cost of outsourcing our campaign execution to a marketing automation agency versus hiring a full-time in-house specialist

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the true cost of outsourcing our campaign execution to a marketing automation agency versus hiring a full-time in-house specialist
2 real searches · 1 real-search pass
2026 US marketing automation specialist salary average total compensation employer payroll benefits benchmarkGoogle ↗
OBSERVEDShort fact
marketing automation agency monthly retainer pricing campaign management 2026Google ↗
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 (2)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no

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 US marketing automation specialist salary average total compensation employer payroll benefits benchmark Google ↗
marketing automation agency monthly retainer pricing campaign management 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 US marketing automation specialist salary average total compensation employer payroll benefits benchmark
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
marketing automation agency monthly retainer pricing campaign management 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1