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BeyondComments

Understand your audience from YouTube, TikTok and X comments

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New: BeyondComments now reads TikTok comments and X post replies, not just YouTube. Paste a link to any public video or post and get one report on what your audience is talking about: their questions, their requests, how they feel, and the buying, sponsor, and collab signals worth a reply. Every point links to the comments behind it. No channel to connect. Free: 50 comments, 3 reports a day. Full: up to 5,000 comments, report chat, and PDF export.

PH · launched Nov 4, 2026 · 4 upvotes (top 5%) · 0 views

Niche: social media data extraction tools · 84 launches, 9 in the last 7 days ▼ -50% · Explore this niche →

Category and tags
  • Marketing
  • Analytics & BI
  • B2B
  • AI feature
  • Commercial product
  • Twitter
  • Social Media
  • YouTube

Visit website ↗ Source listing ↗

More like this: all 84 launches in social media data extraction tools →

Could you build this?

Partial The report UI and LLM summarization are easy, but reliably pulling comments from YouTube, TikTok, and X is constrained by platform API limits, costs, and scraping fragility.

What it would actually take: Ingest comments through the official YouTube Data API, TikTok Research or content APIs, and the X API (which is expensive), with scraping as a fragile fallback. Pipe comments through an LLM for classification into questions, requests, sentiment, and sponsor signals, then aggregate into a report. The hard parts are the access costs and terms of each platform and keeping ingestion working as their rules change. Budget for API fees and ongoing maintenance.

Competitors

Other products that read as similar to this one : 503 launches clear the similarity bar, closest 8 shown.

Attention rank: #25 of 504 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 345 days after the earliest competitor.

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.