Real ChatGPT answer · index seedFiywrUGII8EcompleteB2B software · project managementcomparison

Evaluate Mavenlink Kantata versus Asana for professional services automation, focusing on billable utilization tracking and real-time margin analysis per project.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Mavenlink Kantata versus Asana for professional services automation, focusing on billable utilization tracking and real-time margin analysis per project.
3 real searches · 1 real-search pass
Kantata professional services automation resource utilization project financial management margin profitability officialGoogle ↗
OBSERVEDReason
Asana time tracking resource management workload financial project profitability integrations officialGoogle ↗
OBSERVEDOther / navigational
Kantata vs Asana PSA utilization margin analysis comparisonGoogle ↗
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 / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Kantata professional services automation resource utilization project financial management margin profitability official Google ↗
Asana time tracking resource management workload financial project profitability integrations official Google ↗
Kantata vs Asana PSA utilization margin analysis comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kantata professional services automation resource utilization project financial management margin profitability official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Asana time tracking resource management workload financial project profitability integrations official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Kantata vs Asana PSA utilization margin analysis comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1