Real ChatGPT answer · index seedy3wzENmVqjkcompleteMarketing and advertising · social media marketinginformational

Which advanced filters in Sprout Social should I use to filter out bot spam when analyzing real-time social listening data around a product launch?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which advanced filters in Sprout Social should I use to filter out bot spam when analyzing real-time social listening data around a product launch?
1 real search · 1 real-search pass
Sprout Social Listening advanced filters spam bots exclude bot accounts real-time listening product launch filtersGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Sprout Social Listening advanced filters spam bots exclude bot accounts real-time listening product launch filters Google ↗
  1. AI Spam Detection in Listening · support.sproutsocial.com
  2. Advanced Filtering · support.sproutsocial.com
  3. Social Listening Query Builder · support.sproutsocial.com
  4. 29 Sprout Social Features You Need to Know · sproutsocial.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sprout Social Listening advanced filters spam bots exclude bot accounts real-time listening product launch filters
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1