Prompt
Do I need timestamps in my transcript output?
Latest observation
Usually, yes if the transcript will be used for review, search, editing, or syncing, and no if it’s just for readable text.
Use timestamps if you need:
- Navigation in audio/video
- Accurate quoting or evidence
- Speaker turn tracking
- Subtitle/caption creation
- QA or auditing
- Segmenting by time for downstream processing
You can skip timestamps if:
- You only need a clean readable transcript
- It’s for summarization, analysis, or LLM input
- The output is meant for plain text consumption
Common compromise
Include timestamps only at:
- Speaker changes
- Paragraph/section boundaries
- Every 30–60 seconds or so
That keeps the transcript usable without clutter.
If you want, I can also recommend a timestamp format depending on your use case, like:
[00:01:23]00:01:23.450- start/end ranges like
[00:01:23 - 00:01:41]
Observation history
How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (2 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.