Real ChatGPT answer · index seedNvxsukDJPpgcompleteMarketing and advertising · marketing agenciescomparison

Case Study Buddy versus DemandZEN for outsourcing the writing agency case studies when our technical team is too busy to be interviewed.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Case Study Buddy versus DemandZEN for outsourcing the writing agency case studies when our technical team is too busy to be interviewed.
3 real searches · 1 real-search pass
Case Study Buddy case study writing services process interviews customer case studies technical B2BGoogle ↗
OBSERVEDReason
DemandZEN case study writing services customer stories case studies process interviewsGoogle ↗
OBSERVEDReason
Case Study Buddy DemandZEN comparison case study content agencyGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Case Study Buddy case study writing services process interviews customer case studies technical B2B Google ↗
DemandZEN case study writing services customer stories case studies process interviews Google ↗
Case Study Buddy DemandZEN comparison case study content agency Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Case Study Buddy case study writing services process interviews customer case studies technical B2B
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
DemandZEN case study writing services customer stories case studies process interviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Case Study Buddy DemandZEN comparison case study content agency
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1