Research lens
Conversation context
Keep replies, timestamps, source links, and available engagement fields connected to the discussion you are reviewing.
Plans and credits
Pricing
Choose flexible credits for occasional exports or unlimited access for ongoing research.
Credit pack
One-time payment
$99
- No time limit, buy once and use as long as you don't run out of credits
- No recurring payments
- Videos, live streams, shorts and community posts support
- XSLX, CSV, HTML, JSON and TXT export
- Bulk downloads
- AI-ready exports (analyze in ChatGPT)
Unlimited access
Subscription
$199/ month
Unlimited commentsMonthly billing
Cancel any time from the billing portal
- Unlimited downloads
- Flat monthly fee, no hidden costs
- Videos, live streams, shorts and community posts support
- XSLX, CSV, HTML, JSON and TXT export
- Bulk downloads
- AI-ready exports (analyze in ChatGPT)
- Priority support
Prices in USD. Local taxes might be applied at checkout.
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Crypto payments
We do support crypto payments for pre-paid plans.
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Sources
Research videos, Shorts, live replays, community posts, playlists, channels, or custom URL sets.
Working formats
Move the record into Excel, CSV, JSON, HTML, or TXT without changing the original conversation.
Plan choice
Use prepaid capacity for occasional studies or a subscription for recurring audience research.
Choose the right working format
Move a conversation into Excel, CSV, JSON, HTML, or TXT depending on whether you need review, processing, a readable record, or external AI analysis.
Study more than one source
Build a wider research set from a playlist, channel, or curated URL list when one video cannot represent the audience you need to understand.
Keep findings traceable
Use the readable conversation view to return from a theme or quote to its surrounding replies, timestamps, and source context.
Start from a public link
Collect a structured working record without maintaining a scraper or configuring an API client before your research can begin.
Match the plan to the study
Use prepaid credits for occasional investigations or a subscription when audience research is part of your ongoing workflow.
Narrow the evidence first
Search authors, terms, timestamps, engagement, and reply activity so the export reflects the question you are actually asking.
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.
Built independently, supported directly
commentstools is built and maintained by Bartek Igielski, an independent software developer in Poland. When a research workflow or YouTube edge case breaks, you speak to the person who works on the product.
More than a decade of building and leading software teams now goes into keeping collection reliable, exports understandable, and support close to the work.
Got a question?
Don't hesitate to reach out. I'm here to help!
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