Use-case fit · Prompt 2 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“We want to turn long webinars into short social clips automatically. What should we use?”

ChatGPT answered 3× this snapshot

Use an AI video repurposing pipeline rather than a generic editor. Recommended stack: Speech-to-text OpenAI Whisper or Deepgram Needed to transcribe the webinar and find good clip moments LLM for clip selection Use a model like GPT-4/4.1 to: - identify high-value moments - generate titles/hooks - rewrite into platform-specific captions - detect segments likely to perform well on TikTok/Reels/Shorts Video clipping /…

Named across its answers: 1. Deepgram2. Opus Clip3. Vidyo.ai4. FFmpeg5. Shotstack

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Opus Clip dominates this use-case query, appearing in 8 of 9 answers and holding the first recommendation slot 6 times, while Munch shows up nearly as often but never leads. Runway, HeyGen, and Synthesia hold strong category ranks yet received zero mentions here, meaning use-case framing, not category standing, drives which brands AI models actually recommend.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

All three models name Opus Clip and Vidyo.ai on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Opus Clip 211111111 8/9 · 6× first · #2.4

Munch 5343232 7/9 · never first · #3.1

Vidyo.ai 31243533 7/9 · never first · #4.7

Descript 222454 6/9 · never first · #3.2

Deepgram 312 3/9 · 1× first · #2

Vizard.ai 25 2/9 · never first · #3.5

AssemblyAI 26 2/9 · never first · #4

FFmpeg 44 2/9 · never first · #4

Riverside.fm 44 2/9 · never first · #4

Shotstack 55 2/9 · never first · #5

Whisper 1 1/9 · 1× first · #1

OpenAI Whisper 1 1/9 · 1× first · #1

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 24 brands named at least once. Never mentioned here: Runway, HeyGen, Synthesia, Premiere Pro, Kling, InVideo AI, Pika, DaVinci Resolve, Sora, OpenAI Sora.