Research lens
Conversation context
Keep replies, timestamps, source links, and available engagement fields connected to the discussion you are reviewing.
Audience research workspace
Turn YouTube conversations into clear audience signals
- Collect discussions across videos, shorts, live streams, community posts, playlists, or full channels.
- Keep replies connected to their source so tone, context, and engagement stay intact.
- Move focused datasets into spreadsheets or AI workflows for theme, sentiment, and feedback analysis.
✓Videos✓Shorts✓Live✓Playlists✓Channels36296+ people across our tools
Ways to investigate
Start with the question, not the file format.
Use one public URL to move from an audience conversation to evidence you can search, compare, and share with your team.
Start here
01Inspect a video conversation
Bring one public video into a focused workspace with replies, reactions, authors, and timestamps intact.
Take it further
02Build an analysis file
Turn a conversation into CSV, Excel, JSON, HTML, or TXT for reporting, research, and AI-assisted review.
Explore first
03Locate the signal
Narrow a conversation by keyword, author, engagement, reply count, or metadata before you export.
Live context
04Review a live audience
Capture timestamped replay chat to understand reactions as a stream unfolds.
A practical workspace for audience evidence
Follow the conversation, isolate the pattern, and bring defensible context into your next decision.
Evidence in your format
Move audience research into spreadsheets, dashboards, archives, or an AI workflow without reformatting it by hand.
See the wider pattern
Bring channel, playlist, or URL-list conversations together when one video cannot answer the whole question.
Keep conversation context
Use a readable HTML view when stakeholders need to trace an insight back to the original discussion.
Research without a setup
Go from a public link to an analysis-ready dataset in a few steps, without an API client or custom scraper.
Move at research speed
Spend time interpreting audience feedback instead of copying it, cleaning it, or waiting on a queue.
Find the useful thread
Search mentions, themes, authors, timestamps, and engagement signals before committing your findings to a report.
Research sources
Choose the conversation you need to understand
Every YouTube surface has its own audience behavior. Begin with the source that best matches your research question so each finding keeps its context.
Single source
Video discussion
Study one audience conversation in full.
Fast response
02Short-form response
Track fast-moving reactions around a Short.
Time-based
03Live audience replay
Read the room with timestamps and badges.
Post context
04Community response
Compare reactions and discussion around a post.
Across episodes
05Series-wide feedback
Bring a course or series conversation into one view.
Recurring themes
06Channel listening
Look for recurring themes across public videos.
Curated sources
07Custom research set
Use a hand-picked list when your sources span channels.
Topic scan
08Topic landscape
Compare public conversations around a search term.
Need a starting point?
Paste any supported YouTube URL and commentstools guides it into the closest research path.
Research workspace
What commentstools does
commentstools turns public conversations into a source-backed research record for social listening, campaign review, and audience understanding.
Question
Choose a public conversation
Start from the audience exchange most relevant to the decision in front of you.
Evidence
Keep the discussion connected
Capture the available thread structure, source context, and engagement signals in one record.
Next step
Use it where work happens
Bring the record into a spreadsheet, archive, database, report, or external AI workflow.
Starting point
A public YouTube source tied to a research question: one video, a live replay, a series, a channel, or a curated source list.
Working record
A structured export that retains available conversation detail and lets you examine patterns outside the YouTube interface.
Traceability
Threads, source links, timestamps, authors, and engagement fields remain available where YouTube provides them.
Useful when
You need grounded audience evidence for editorial planning, campaign review, community research, social listening, or reporting.
Preview the evidence
A source-backed record you can examine, share, and bring into the next layer of research.
Choose a working view
Get a sample record
Inspect the structure before you begin
commentstools_research.csv
READ ONLY
From conversation to evidence
1. Bring in the source
Start with the public video, live stream, Short, community post, playlist, or channel behind the question you are investigating.
1
Scope first: Public, non-age-restricted conversations give the clearest evidence.
Stay in flow: Move from a question to a working dataset without leaving your research rhythm.
2
2. Shape the evidence
Choose the format that fits the next decision: spreadsheet review, a database, an archive, a shareable record, or an external AI analysis.
3. Follow the pattern
Work from a clean record of authors, threads, timestamps, reactions, replies, and source links when you turn findings into action.
3
Keep the trail: Threads and source metadata stay connected, so findings remain explainable.
Four lenses for public conversation data
Use one source-backed dataset to examine context, compare audiences, prepare working evidence, and explain findings.
Research lens
Comparative view
Move from one video to playlists, channels, or curated source lists when a single conversation is not enough.
Research lens
Working evidence
Choose a structured format for spreadsheets, records, reporting, or further processing in the tools your team already uses.
Research lens
Explainable findings
Return to the original source context when you need to substantiate a theme, quote, or audience signal.
Questions about audience research
What can I investigate with commentstools?
Public comments and live chat from videos, Shorts, community posts, playlists, channels, and custom URL lists. Each source keeps the available conversation context.
What information is included in a research export?
Available records can include comment text, authors, timestamps, likes, replies, thread relationships, source links, and source metadata. The exact fields depend on the YouTube source.
Which formats fit my workflow?
Use CSV or Excel for review, JSON for structured processing, HTML for a readable conversation view, and TXT when you want a compact text record.
How does pricing work?
Choose prepaid credits for flexible use or a subscription for ongoing work. Current inclusions and prices are shown on the pricing page and confirmed at checkout.
Can I use an AI tool with my export?
Yes. Download the format that fits your workflow, then analyze it in the external AI tool you choose. commentstools does not perform that analysis for you.
What sources are not available?
commentstools works with public, enabled conversations. Private and age-restricted content is not supported; unlisted sources may vary with YouTube settings.
Ready to turn audience talk
into useful evidence?
Start with free credits, then follow the conversations that matter to your work.
Start investigating
BEGIN WITH FREE CREDITS