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vust

Cross-platform research

Three Platforms. Three Separate Summaries. One Manual Review.

Send YouTube, Reddit and X one link per run, retain source notes and compare themes. VUST does not disguise this workflow as automated social listening.

One link per runManual synthesis, not scraping
YouTube, Reddit and XOne link per runNot a scraper or social-listening suite

Honest architecture

SummaryBot does not build one report from three URLs

Each source follows a separate specialized path. Final deduplication and disagreement assessment remain a manual research step. That is how you preserve provenance for each observation.

The worked example is a workflow, not automated output.

Practical workflow

From source notes to a cautious synthesis.

Source 1

YouTube

Send one video with a transcript.

Note

Receive a structured summary and key moments; retain the source URL and date.

Source 2

Reddit or X

Send one public thread in a separate run.

Note

Receive a summary of that thread. It is a sample of discussion, not a representative market opinion.

Synthesis

Manual step

Place the three notes side by side and mark shared themes, disagreements and unknowns.

Optional

Ask a separate final question in Council. It compares model answers, but does not verify provenance or add citations.

Frequently asked questions