Real ChatGPT answer · index seedt6oE9dCSNqscompleteMarketing and advertising · web analyticscommercial

I need a review of the top attribution modeling tools that small marketing agencies use to prove ROI to local clients.

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a review of the top attribution modeling tools that small marketing agencies use to prove ROI to local clients.
5 real searches · 1 real-search pass
best marketing attribution software for small agencies local businesses call tracking CRM reporting WhatConverts CallRail Ruler Analytics AgencyAnalytics 2026Google ↗
OBSERVEDComparison
WhatConverts pricing call tracking lead attribution agency features 2026Google ↗
OBSERVEDOther / navigational
CallRail pricing marketing attribution agencies integrations 2026Google ↗
OBSERVEDComparison
Ruler Analytics pricing attribution agency features 2026Google ↗
OBSERVEDOther / navigational
AgencyAnalytics attribution reporting integrations pricing 2026Google ↗
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 (5)
Short factOther / navigational60%Comparison40%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
best marketing attribution software for small agencies local businesses call tracking CRM reporting WhatConverts CallRail Ruler Analytics AgencyAnalytics 2026 Google ↗
WhatConverts pricing call tracking lead attribution agency features 2026 Google ↗
CallRail pricing marketing attribution agencies integrations 2026 Google ↗
Ruler Analytics pricing attribution agency features 2026 Google ↗
AgencyAnalytics attribution reporting integrations pricing 2026 Google ↗
  1. WhatConverts Pricing 2026 · g2.com
  2. WhatConverts Pricing 2026 · capterra.com
  3. WhatConverts · whatconverts.com
  4. 9 Best Marketing Attribution Software for Agencies · avidtrak.com
  5. Best Call Tracking Software for Small Businesses: Top Options (2026) · beltstack.com
  6. CallRail · callrail.com
  7. Pricing · ruleranalytics.com
  8. Ruler Analytics · ruleranalytics.com
  9. Pick Your Plan - Flexible AgencyAnalytics Pricing for Growing Agencies · agencyanalytics.com
  10. 15 Best Call Tracking Software for Agencies · avidtrak.com
  11. AgencyAnalytics · agencyanalytics.com
  12. CallTrackingMetrics · calltrackingmetrics.com
  13. HubSpot · hubspot.com
  14. Get started with attribution · support.google.com
  15. Change the reporting attribution model for key events · support.google.com

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best marketing attribution software for small agencies local businesses call tracking CRM reporting WhatConverts CallRail Ruler Analytics AgencyAnalytics 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
WhatConverts pricing call tracking lead attribution agency features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CallRail pricing marketing attribution agencies integrations 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ruler Analytics pricing attribution agency features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AgencyAnalytics attribution reporting integrations pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1