Resources for Agencies & Brands
Practical guides on using TikTok comment data for sentiment analysis, influencer vetting, competitor research, and campaign strategy.
Guide3 Ways to Get Instagram Comments Out of the App: Graph API vs Business Suite vs No-Code (2026)
Compare the three real methods for pulling Instagram comments into a CSV — the Graph API, Meta Business Suite, and no-code tools. What each one can and cannot reach, and the legal limits to know.
How-toInstagram Comment Downloader: Save Comments to CSV or Excel (Free, 2026)
Download Instagram comments from any public post or Reel to CSV or Excel in 60 seconds. No app, no extension, no signup. Covers Reels, carousels, and ad posts.
GuideHow to Scrape Instagram Comments: 4 Methods (Code + No-Code, 2026)
A practical guide to scraping Instagram comments in 2026 — Meta's Graph API, Apify actors, custom Python scrapers, and the no-code shortcut. With code, costs, and the ToS reality.
How-toTikTok Comment Picker: How to Pick a Random Giveaway Winner (Free, 2026)
Run a fair, auditable TikTok giveaway. Export every comment, filter valid entries, remove duplicate users, and pick a verifiable random winner — no picker app required.
GuideTikTok Comments API in 2026: Your Options, Limits & a No-Code Alternative
There is no general public TikTok comments API. Here are the real options — Research API, Display API, scrapers, and structured export — with the honest trade-offs of each.
GuideTikTok Comment Exporter Chrome Extension: Do You Actually Need One? (2026)
Chrome extensions promise one-click TikTok comment exports. Here are the real trade-offs — permissions, account risk, breakage — and when a no-install web tool is the better call.
TutorialHow to Analyze Instagram Comments for Sentiment, UGC & Influencer Signals (2026)
Exporting Instagram comments is step one. Here is the workflow to turn them into sentiment, audience insight, UGC, and influencer-vetting data — manually or with AI.
TutorialHow to Analyze Facebook Comments, Reactions & Ad Feedback (2026)
Facebook comments plus its 7 reaction types are a built-in sentiment engine. Here is the workflow to analyze page, Reel, and ad comments — manually or with AI.
How-toTikTok Comments to Excel: Turn Any Video Into a Spreadsheet (Step-by-Step, 2026)
Export any public TikTok video’s comments into a clean Excel spreadsheet. Fixes for broken emojis, garbled characters, and one-column imports.
TutorialHow to Analyze TikTok Comments (Step-by-Step, 2026)
A practical workflow for turning a raw TikTok comment export into sentiment, purchase intent, and audience insights — manually or with AI.
TroubleshootingTikTok Comments Not Loading: Pull-to-Refresh First, Then 10 More Fixes
Stuck spinner or "couldn't load comments"? Start with pull-to-refresh, then force-close, then clear the cache. All 11 fixes in the order that actually resolves it.
How-toHow to Limit Comments on TikTok (Plus What Brands Should Do Instead)
Step-by-step guide to restricting comments on TikTok — per video, account-wide, by keyword, by follower status — plus why brands often shouldn't.