Real ChatGPT answer · index seedFh8zv58V5YocompleteMarketing and advertising · marketing agenciescomparison

is triple whale actually cheaper than northbeam when scaling facebook ad spend for a small ecommerce brand

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

The searches the AI actually ran for this prompt.

SEED QUERY
is triple whale actually cheaper than northbeam when scaling facebook ad spend for a small ecommerce brand
2 real searches · 1 real-search pass
Triple Whale vs Northbeam pricing 2026 small ecommerce brand Facebook ads scalingGoogle ↗
OBSERVEDComparison
Triple Whale pricing 2026 official plans ad spend pricing Northbeam pricing official ecommerce attributionGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Triple Whale vs Northbeam pricing 2026 small ecommerce brand Facebook ads scaling Google ↗
Triple Whale pricing 2026 official plans ad spend pricing Northbeam pricing official ecommerce attribution Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Triple Whale vs Northbeam pricing 2026 small ecommerce brand Facebook ads scaling
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Triple Whale pricing 2026 official plans ad spend pricing Northbeam pricing official ecommerce attribution
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1