Resources for Agencies & Brands
Practical guides on using TikTok comment data for sentiment analysis, influencer vetting, competitor research, and campaign strategy.
GuideHow to Analyze YouTube Comments — A Practical Framework (2026)
Reading a comment section is not analysis. Here is a repeatable framework for analyzing YouTube comments at scale: export, clean, count themes, score sentiment, separate signal from spam, and turn the result into decisions about content, product and support.
TutorialHow to Export TikTok Comment Replies — Full Threads, Not Just Top-Level (2026)
Most TikTok comment exports only give you top-level comments. Here is how to export the nested replies too, rebuild the full conversation thread in Excel or Sheets from the reply_to_id column, and why the reply count on TikTok never matches what you download.
TutorialHow to Translate TikTok Comments in Bulk — Any Language to English (2026)
TikTok translates comments one tap at a time. Here is how to export a whole comment section and translate thousands of comments at once in Google Sheets, Excel or with an AI model — plus which languages machine translation still gets wrong.
Instagram MarketingHow to Make Money on Instagram in 2026 — 8 Proven Ways (With Real Numbers)
How to make money on Instagram in 2026: brand deals, affiliate marketing, selling your own products, digital products, UGC, subscriptions and more — what each pays, what audience size you actually need, and how to use your comment section to find what your followers will pay for.
Instagram MarketingInstagram Affiliate Marketing in 2026 — How to Earn Commissions From Any Size Account
A practical Instagram affiliate marketing guide: how affiliate links work on Instagram, the best affiliate programs for creators, where links actually convert (bio, stories, comments, DMs), FTC disclosure rules, and how to mine your comment section to pick products that sell.
Instagram MarketingInstagram Comment Picker — How to Pick a Random Giveaway Winner Fairly (2026)
An Instagram comment picker draws a random winner from the comments on your post or Reel. Here is how to run a fair, rule-compliant Instagram giveaway: pick winners randomly, filter duplicate and bot entries, verify tag-a-friend rules, and keep proof of a fair draw.
Facebook GrowthHow to Export Facebook Video Comments (Videos, Reels & Live) — 2026 Guide
Export Facebook video comments to CSV, Excel, or JSON in three steps: copy the video URL, paste it into a comment exporter, and download. Works for regular videos, Facebook Reels, live replays, and watch links — no Facebook login required. Here is the full workflow, plus what to do with the data.
Instagram MarketingInstagram Comments to Google Sheets: Import Any Post's Comments in 3 Steps (2026)
Export Instagram comments to Google Sheets in three steps: paste the post URL into a comment exporter, download the CSV, and import it into Sheets. This guide covers the full workflow, the formulas that turn raw comments into insights, and how to keep a sheet updated over time.
Facebook GrowthBest Time to Post on Facebook in 2026 — and How to Find Yours From Real Data
The best time to post on Facebook in 2026 is weekday mid-mornings, 9 AM–12 PM — but global averages are where you start, not where you stop. Here is what the benchmark studies agree on, why the first hour decides your reach, and how to calculate your page's own best time from comment timestamps.
GuideTikTok Reviews: How to Find, Analyze, and Export Them (2026 Guide)
Where TikTok reviews actually live — Shop product ratings, seller reviews, and the comment sections that function as the real review layer. How ratings work, why TikTok won't let you export reviews, and how sellers pull the feedback into a spreadsheet anyway.
How-ToHow to Find Someone's Reddit Comments by Username (2026)
Four ways to find every comment a Reddit user has posted — the native profile tab, the author: search operator, the hidden .json endpoint, and exporting whole threads to CSV. Plus the limits nobody mentions.
How-ToHow to Get a TikTok Video’s Transcript (Free, No Login)
Turn any TikTok video into text in seconds. Paste the link and get a clean, timestamped transcript you can copy or download — for repurposing into blogs, scripts, subtitles, translation, or feeding to AI.