Real ChatGPT answer · index seedVrxPer5QfN8completeMarketing and advertising · marketing agencieshowto

Why is our agency losing retainers with SaaS clients and what specific reporting fixes can I present in our meeting tomorrow to keep them

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why is our agency losing retainers with SaaS clients and what specific reporting fixes can I present in our meeting tomorrow to keep them
2 real searches · 1 real-search pass
SaaS marketing agency client reporting metrics pipeline attribution CAC payback retention benchmarks 2025 2026Google ↗
OBSERVEDReason
SaaS marketing reporting best practices pipeline sourced influenced revenue CAC LTV payback attributionGoogle ↗
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
SaaS marketing agency client reporting metrics pipeline attribution CAC payback retention benchmarks 2025 2026 Google ↗
SaaS marketing reporting best practices pipeline sourced influenced revenue CAC LTV payback attribution Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SaaS marketing agency client reporting metrics pipeline attribution CAC payback retention benchmarks 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
SaaS marketing reporting best practices pipeline sourced influenced revenue CAC LTV payback attribution
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1