Real ChatGPT answer · index seedh0WjVJAyTwUcompleteMarketing and advertising · social media marketingcommercial

Are free analytics dashboards enough to measure social media ROI compared to paid software like Sprout Social?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are free analytics dashboards enough to measure social media ROI compared to paid software like Sprout Social?
1 real search · 1 real-search pass
Sprout Social analytics reporting ROI attribution features official pricing free social media platform analytics comparison 2026Google ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Sprout Social analytics reporting ROI attribution features official pricing free social media platform analytics comparison 2026 Google ↗
  1. What's included with Premium Analytics? · support.sproutsocial.com
  2. Introduction to Reporting · support.sproutsocial.com
  3. Sprout Social Pricing · sproutsocial.com
  4. View Sprout Social pricing · sproutsocial.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sprout Social analytics reporting ROI attribution features official pricing free social media platform analytics comparison 2026
OBSERVED
Google ↗
AI Mode ↗
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