Real ChatGPT answer · index seedwyWyccOmxkUcompleteMarketing and advertising · web analyticscomparison

Can you compare the pricing and ROI of Northbeam versus GA4 for attributing leads to paid search when every dollar spent on software has to be justified?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the pricing and ROI of Northbeam versus GA4 for attributing leads to paid search when every dollar spent on software has to be justified?
3 real searches · 1 real-search pass
Northbeam pricing plans cost pricing attribution platform 2026Google ↗
OBSERVEDComparison
Google Analytics 4 pricing free Analytics 360 pricing features attribution Google Ads lead generation 2026Google ↗
OBSERVEDComparison
Northbeam attribution platform lead generation offline conversions CRM attribution features pricingGoogle ↗
OBSERVEDConsequence

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 / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Northbeam pricing plans cost pricing attribution platform 2026 Google ↗
Google Analytics 4 pricing free Analytics 360 pricing features attribution Google Ads lead generation 2026 Google ↗
Northbeam attribution platform lead generation offline conversions CRM attribution features pricing Google ↗
  1. Get started with attribution · support.google.com
  2. [GA4] Google Analytics 360 (Google Analytics 4 Properties) · support.google.com
  3. Northbeam · northbeam.io
  4. Northbeam Pricing from $1,500 to $3,500 a Month · mixedmetrics.com
  5. Northbeam · northbeam.findableis.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Northbeam pricing plans cost pricing attribution platform 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Analytics 4 pricing free Analytics 360 pricing features attribution Google Ads lead generation 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Northbeam attribution platform lead generation offline conversions CRM attribution features pricing
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1