Resources for Agencies & Brands
Practical guides on using TikTok comment data for sentiment analysis, influencer vetting, competitor research, and campaign strategy.
Use CasesInstagram Comment Export Use Case: More Profit From Direct DMs, Not More Ads (2026)
How a small Instagram boutique uses a free Instagram comment export to sell by DM instead of boosting posts — three DM lanes (buyers, askers, past customers), margin tracked per message, and a month where DM orders out-earned paid reach. Copyable workflow.
InstagramInstagram Comment Download — Free CSV, Excel & JSON (2026)
Download the comments on any public Instagram post, reel or carousel as CSV, Excel or JSON — free for the first 100 per post, no login and no Graph API. Step-by-step for 2026, plus what to do with the file.
TikTokTikTok Comment Download — Free CSV, Excel & JSON (2026)
Download every comment on any public TikTok video free — CSV, Excel or JSON, first 100 per video at no cost, no login and no API. The 2026 walkthrough, plus how to mine the file for buying intent.
FacebookFacebook Comment Download — Free CSV, Excel & JSON (2026)
Download the comments on any public Facebook post, video or Page update free — CSV, Excel or JSON, first 100 per post at no cost, no login and no app review. The 2026 walkthrough.
GuideHow to Export Instagram Reels Comments to CSV, Excel or JSON
Instagram Reels comments live behind an infinite-scroll panel with no export button. Here is how to pull every comment from a Reel into a spreadsheet in about a minute, what each column means, and how to analyse the result.
GuideGoogle Reviews Competitor Analysis: Read Their Reviews, Find Your Opening
Your competitors publish thousands of unfiltered customer interviews on Google Maps. Here is how to export a competitor set, build a complaint map, track rating velocity, and turn all of it into positioning that actually differentiates.
GuideBest Instagram Comment Exporter: 6 Tools Compared for CSV, Excel & JSON (2026)
Six Instagram comment exporters side by side — what each one costs, how many comments you actually get per post, which formats they return, and whether replies come with them. Includes the official Graph API and a no-signup option.
How-toHow to Export Google Reviews to CSV, Excel & JSON (2026 Guide)
How to export Google reviews to CSV: three methods compared — the Places API 5-review cap, manual copy-paste, and a Google Maps place link exporter that pulls every review with star rating, translation, photos and owner replies.
GuideWhy the Google Places API Only Returns 5 Reviews (and How to Get All of Them)
The Google Places API returns a maximum of 5 reviews per place, with no pagination. Here is why the limit exists, what the Business Profile API can and cannot do, and three working ways to collect every review for any place.
How-toHow to Export Instagram Comments to CSV: Every Column, Every Method (2026)
A complete guide to exporting Instagram comments to CSV — what a comment CSV contains column by column, four ways to produce one (exporter, Graph API, Python, browser tools), how to open it without Excel mangling IDs, and how to load it into Sheets, Python, R and BI tools.
GuideHow to Detect Fake Instagram Comments: Bots, Pods & Bought Engagement (2026)
A practical, data-driven method for spotting fake Instagram comments — bot comments, engagement pods and purchased engagement — using an exported comment CSV. Ten checks with thresholds, a worked example, and how brands, agencies and creators use it to vet influencers.
GuideHow to Export Instagram Data to Excel: Insights, Public Profile Data & Comments (2026)
Every way to get Instagram data into Excel in 2026 — your own Insights (Meta Business Suite export), public account and post data (Graph API, Excel Power Query, no-code tools), and comment sections to CSV/XLSX. What each method returns, what it costs, and where each one stops.