Real ChatGPT answer · index seedl68lF6lDy80completeMarketing and advertising · marketing agenciescomparison

What are the top factors depressing agency profit margin benchmarks this year according to recent agency association surveys and financial consultants

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top factors depressing agency profit margin benchmarks this year according to recent agency association surveys and financial consultants
2 real searches · 1 real-search pass
2026 agency association survey agency profit margins factors profitability costs utilization pricing salaries client budgets financial consultantsGoogle ↗
OBSERVEDReason
2026 marketing agency benchmark report profit margin survey agency owners consultant profitability overhead utilization accounts receivableGoogle ↗
OBSERVEDReason

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 factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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 agency association survey agency profit margins factors profitability costs utilization pricing salaries client budgets financial consultants Google ↗
2026 marketing agency benchmark report profit margin survey agency owners consultant profitability overhead utilization accounts receivable Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 agency association survey agency profit margins factors profitability costs utilization pricing salaries client budgets financial consultants
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 marketing agency benchmark report profit margin survey agency owners consultant profitability overhead utilization accounts receivable
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1