Real ChatGPT answer · index seedriR2tooFKMccompleteMarketing and advertising · social media marketinginformational

Which social listening tools currently provide the best sentiment analysis for YouTube comments and community posts?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which social listening tools currently provide the best sentiment analysis for YouTube comments and community posts?
3 real searches · 1 real-search pass
2026 social listening YouTube comments community posts sentiment analysis tool support latestGoogle ↗
OBSERVEDReason
best social listening tools YouTube comments sentiment analysis community posts 2026 Brandwatch Talkwalker Sprout Social YouTubeGoogle ↗
OBSERVEDComparison
YouTube comments sentiment analysis social listening platform YouTube community posts supported platforms officialGoogle ↗
OBSERVEDReason

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 / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / 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
2026 social listening YouTube comments community posts sentiment analysis tool support latest Google ↗
best social listening tools YouTube comments sentiment analysis community posts 2026 Brandwatch Talkwalker Sprout Social YouTube Google ↗
YouTube comments sentiment analysis social listening platform YouTube community posts supported platforms official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 social listening YouTube comments community posts sentiment analysis tool support latest
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
best social listening tools YouTube comments sentiment analysis community posts 2026 Brandwatch Talkwalker Sprout Social YouTube
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
YouTube comments sentiment analysis social listening platform YouTube community posts supported platforms official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1