Real ChatGPT answer · index seedKN2CGy9fWgkcompleteMarketing and advertising · social media marketingcommercial

Which generative AI tools are currently performing best for transcribing and summarizing long form video into thread compatible text formats

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Which generative AI tools are currently performing best for transcribing and summarizing long form video into thread compatible text formats
2 real searches · 1 real-search pass
best AI video transcription summarization tools 2026 long video transcripts speaker diarization export summaries Descript Riverside Otter.ai Fireflies NotebookLMGoogle ↗
OBSERVEDComparison
AI tools YouTube video transcript summarize generate social media threads 2026 OpusClip Castmagic EightifyGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
best AI video transcription summarization tools 2026 long video transcripts speaker diarization export summaries Descript Riverside Otter.ai Fireflies NotebookLM Google ↗
AI tools YouTube video transcript summarize generate social media threads 2026 OpusClip Castmagic Eightify Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best AI video transcription summarization tools 2026 long video transcripts speaker diarization export summaries Descript Riverside Otter.ai Fireflies NotebookLM
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AI tools YouTube video transcript summarize generate social media threads 2026 OpusClip Castmagic Eightify
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1