Real ChatGPT answer · index seedsfHp6U3IvDYcompleteMarketing and advertising · web analyticscomparison

We are bleeding cash on wasted ad spend, so is Triple Whale better than Northbeam for attributing leads to paid search when every dollar counts for our startup?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are bleeding cash on wasted ad spend, so is Triple Whale better than Northbeam for attributing leads to paid search when every dollar counts for our startup?
3 real searches · 1 real-search pass
Triple Whale attribution features lead generation paid search Google Ads integrations pricing 2026Google ↗
OBSERVEDOther / navigational
Northbeam attribution platform lead generation B2B paid search Google Ads features pricing 2026Google ↗
OBSERVEDOther / navigational
Triple Whale vs Northbeam ecommerce attribution ideal customer lead generation 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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / 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
Triple Whale attribution features lead generation paid search Google Ads integrations pricing 2026 Google ↗
Northbeam attribution platform lead generation B2B paid search Google Ads features pricing 2026 Google ↗
Triple Whale vs Northbeam ecommerce attribution ideal customer lead generation comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Triple Whale attribution features lead generation paid search Google Ads integrations pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Northbeam attribution platform lead generation B2B paid search Google Ads features pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Triple Whale vs Northbeam ecommerce attribution ideal customer lead generation comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1