Start with the question
Choose whether your task is discovering videos, inspecting a creator or analyzing a transcript. These need different evidence. A search result alone does not establish transcript coverage, and a sampled audience country breakdown does not describe every viewer.
A workflow you can check
Use the following steps as a small acceptance test. Keep the underlying observations with your notes so someone else can review the conclusion.
- Test one known public video and one creator before broad discovery.
- Check stable video identifiers, timestamps and source URLs.
- Distinguish captions, generated transcripts and missing speech text.
- Record how follower and audience samples were obtained and bounded.
Interpret the evidence
MARqentic has eight TikTok tools implemented, including followers and sampled audience countries; live verification is pending. Treat that status as part of the evaluation and confirm the exact tool response before promising coverage in a recurring workflow.
A prompt to adapt
Replace the inputs with your own approved examples. Ask the assistant to explain its scope before starting research.
Evaluate this TikTok research response for identifiers, source links, transcript provenance and sample limitations. List what a reviewer must verify before using it in a creator brief.