Real ChatGPT answer · index seed316c63Ry1gEcompleteMarketing and advertising · web analyticsbrand

What is the consensus on Triple Whale pricing increases for small businesses this year and are there cheaper alternatives that still give solid profit and attribution data

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the consensus on Triple Whale pricing increases for small businesses this year and are there cheaper alternatives that still give solid profit and attribution data
2 real searches · 1 real-search pass
Triple Whale pricing increase 2026 small businesses pricing changes reviews Reddit alternatives attribution pricingGoogle ↗
OBSERVEDConsequence
Triple Whale pricing plans 2026 official pricing alternatives Northbeam Polar Analytics Lifetimely Hyros attribution ecommerceGoogle ↗
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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Triple Whale pricing increase 2026 small businesses pricing changes reviews Reddit alternatives attribution pricing
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Triple Whale pricing plans 2026 official pricing alternatives Northbeam Polar Analytics Lifetimely Hyros attribution ecommerce
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1