Resources for Agencies & Brands
Practical guides on using TikTok comment data for sentiment analysis, influencer vetting, competitor research, and campaign strategy.
GuideInstagram Comments API: What It Returns, What It Blocks, and the Faster Route (2026)
A developer-level look at the Instagram Comments API in 2026 — the endpoints, permissions, rate limits, and the media it will never let you read — plus the URL-based route that returns the same comment fields in a minute without an app review.
GuideInstagram Comment Sentiment Analysis: A Method That Survives Contact With Real Data (2026)
How to run sentiment analysis on Instagram comments properly — exporting the thread, why a single positivity percentage is meaningless, scoring inside themes, weighting by likes, handling emoji, sarcasm and mixed-language comments, and turning the result into a decision.
GuideBulk Export Instagram Comments: Pulling 10,000+ Comments From a Campaign Post (2026)
A campaign post with 30,000 comments is unusable inside the Instagram app. How brands bulk export Instagram comments to CSV or Excel at campaign scale — the Graph API route, the exporter route, what each costs, and how to size the job before you start.
GuideThe Agency Guide to Exporting Instagram Comments for Client Campaigns (2026)
How agencies pull Instagram comment data for client campaigns without building anything: scoping the job, choosing a tier, the deliverables clients actually pay for, retention and compliance, and the reporting cadence that turns comment exports into retained accounts.
TutorialHow to Export Facebook Comments to Google Sheets (2026 Guide)
Three ways to get Facebook comments into Google Sheets: a no-code CSV export, the Graph API with Apps Script, and manual copy-paste. Includes the UTF-8 import settings, permission limits, and the pivot tables worth building once the data lands.
GuideHow to Analyze Reddit Comments — A Practical Framework (2026)
Reddit threads are the most candid feedback on the internet and the easiest to misread. A repeatable framework for analyzing Reddit comments at scale: export, account for vote sorting, count themes, weight by score, separate the subreddit from the population, and write a decision.
TutorialHow to Export YouTube Comments to Google Sheets (2026 Guide)
Three ways to get YouTube comments into Google Sheets: a no-code CSV export, the YouTube Data API with Apps Script, and IMPORTDATA. Includes the UTF-8 import settings, quota maths, and the pivot tables worth building once the data lands.
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.