Resources for Agencies & Brands
Practical guides on using TikTok comment data for sentiment analysis, influencer vetting, competitor research, and campaign strategy.
How-toHow to Export TikTok Comments to Google Sheets (2026)
Get any public TikTok video’s comments into a live Google Sheet — a free CSV workflow plus how to auto-refresh with IMPORTDATA, and fixes for broken emojis and one-column imports.
How-toHow to Make a TikTok Comment Word Cloud from Any Video (2026)
TikTok’s built-in word cloud only covers ad comments. Here’s how to build one from any public video’s comments — free, in a spreadsheet or a word-cloud tool — and what the words actually tell you.
AI SearchHow to Show Up in TikTok’s AI Search (Tako) in 2026 — Using Your Comment Data
TikTok’s AI assistant, Tako, recommends products based on creator content and comment social proof. Here’s how to audit your comments — and your competitors’ — to get surfaced in AI answers.
How-toHow to Export TikTok Live Comments & Chat (2026 Guide)
TikTok Live chat disappears when the stream ends. Here’s how to save Live comments — during the stream and from the replay — to CSV or Excel before they’re gone.
GuideThe Best Way to Analyze TikTok Comments in 2026 (AI Comment Analysis Tool)
A TikTok comment analysis tool turns thousands of raw comments into sentiment, themes, questions, and buyer intent in minutes. Here is how AI comment analysis works, what to look for, and how to run it on any video.
GuideHow to Back Up Your TikTok Comments and Data Before a Ban or Lost Access (2026)
Ban rumours, account locks, takedowns, and deleted videos can wipe your TikTok comments overnight — and they are not stored anywhere you control. Here is how to back up your TikTok comments and engagement data before you lose access.
Social SellingComment to DM on TikTok: How to Find Buyer-Intent Comments and Message Them to Sell
Automated comment-to-DM tools blast everyone who comments anything. This guide shows the targeted version: export comments, isolate the ones with real buying intent, and DM only the people worth your time — with a message that actually lands.
Lead GenerationHow to Find Customers on TikTok in 2026 (A Seller’s Comment Lead-Gen Playbook)
Forget paid lead forms and cold-DM spam. This guide shows ecommerce sellers and dropshippers how to find real customers on TikTok by exporting comment sections and filtering for the people already raising their hand to buy.
Product ResearchHow to Find Winning Products on TikTok in 2026 (Using Comment Data)
Most "winning product" hunting on TikTok is guesswork. This guide shows the data-driven method: read the comment sections of viral product videos at scale to find demand that is already proven — before you spend a dollar on inventory or ads.
Product ResearchTikTok Product Research: Validate Demand From Comments Before You Buy Inventory
Before you order stock or scale ad spend on a product, validate it with data you already have access to. This guide shows ecommerce sellers how to mine TikTok comment sections — yours and competitors' — to measure real demand, surface objections, and de-risk what you stock.
Product ResearchTikTok Competitor Product Research: Find What's Actually Selling From Their Comments
Your competitors already ran the expensive experiment of finding products that sell. This guide shows ecommerce sellers how to read a competitor's TikTok comment sections at scale to see which of their products are really winning — and how to beat them on the rest.
Product ResearchHow to Spy on TikTok Shop Competitors (Without Paid Spy Tools)
You don't need an expensive ad-spy subscription to out-research your TikTok Shop competitors. This guide shows ecommerce sellers how to use public comment data to see what competitors sell, what their customers complain about, and where the gaps are.