Any public post, Reel or IGTV video with comments enabled works. No login, no extension.
AI thread analysis
Read the room, not all 12,000 comments
Load a public Instagram thread and get a structured report: the overall mood, the questions people keep asking, the themes worth replying to and the comments other people agreed with. Built for large threads you cannot read manually.
- lock No login required
- public Public posts only
- schedule Ready in minutes
Analyze a thread
Paste a public Instagram post, Reel or IGTV link. We check the thread and show the price before anything is charged.
Public posts only. No login required. The analyzer downloads the thread separately from the giveaway picker.
£0.00
one-off
You get sentiment, questions, themes, most-agreed comments and a per-comment export. One free re-analysis is included.
Past reports
Reports opened in this browser. They stay on this device until you remove them.
How it works
Three steps from a link to a report you can act on today.
The comments are harvested separately from the giveaway picker and treated as untrusted text.
Sentiment, themes, questions, agreement and moderation flags arrive in a filterable report.
What the report includes
Everything below is included in one analysis, for the whole thread.
Raw mood plus an engagement-weighted view, so you can see whether the loudest comments match the majority.
Grouped questions with examples and a suggested answer direction, instead of scrolling for question marks.
What people keep talking about, ranked by volume, with representative comments.
Comments ranked by likes plus the replies they attracted, with reply coverage shown honestly.
Recurring complaints and prioritised suggestions for what to answer or fix first.
Abusive, dangerous, sexual and profane comments surfaced with examples, ready for a human review.
Read comments in English, then switch back to the original text, when translation is enabled.
Take every classified comment with its sentiment, importance and tags into your own tools.
Simple one-off pricing
£4.99
base price
The base price includes 1000 comments, then £1.50 per extra 1,000. The price is capped at the loader's maximum thread size. No subscription and one free re-analysis is included.
Privacy by default
Comments are analyzed as untrusted text. Usernames are not sent to the model and are not stored in the analysis snapshot.
Only public posts can be read. If a post is private or has comments disabled, you are told before you pay.
Thread analysis questions
What is Instagram thread analysis? expand_more
Instagram thread analysis reads a public comment thread and summarises it for you: the overall sentiment, the questions people keep asking, the themes that come up most often and the comments other people agreed with. Instead of scrolling through thousands of comments, you get a structured report you can act on.
How do I analyze an Instagram comment thread? expand_more
Paste the link to any public Instagram post, Reel or IGTV video into the box at the top of this page. We load the visible comments, show you the price, and start the analysis once payment is confirmed. The report is ready in minutes and refreshes automatically while it runs.
Do I need to log in or share my Instagram password? expand_more
No. Thread analysis works with public posts only and never asks for your username, password or any Instagram login. You paste a link, we read the comments that are already public, and nothing is installed on your device.
What does the thread analysis report include? expand_more
Every report includes an overall summary and vibe, positive, negative, mixed and neutral sentiment, the themes driving the conversation, recurring questions with a suggested answer direction, the most-agreed comments with their top replies, moderation flags, and a filterable browser for every classified comment.
Can I export the analysis results? expand_more
Yes. Completed reports can be downloaded as PDF or as JSON for your own tools. The JSON includes everything that is on the report page in JSON format.
How much does a thread analysis cost? expand_more
Pricing is a single one-off payment based on the number of comments, with no subscription. The base price covers the first batch of comments, then a small charge applies per extra 1,000 comments, and the total is capped at the maximum thread size.
Are the comments and report stored? expand_more
Reports are kept for two days and then deleted together with the harvested thread. Comments are treated as untrusted text, usernames are not sent to the analysis model and are not stored in the report snapshot.
Does thread analysis work on private accounts or posts with comments turned off? expand_more
No. Only public posts with comments enabled can be analyzed. If a post is private or has comments disabled, the tool will tell you before you pay.
Start with the thread you keep putting off
Paste the link, check the price and let the report do the reading. You can keep using the giveaway picker for draws as usual.
Analyze a thread arrow_upwardLooking for something else? Try the Instagram comment picker, browse the FAQ or read the blog.