Themes, not a wall of text
Similar questions are grouped, so ten comments about shift work become one theme.

Read what people ask and object to under your own content, grouped by meaning with tone and priority, and send a theme straight to a brief.

Floating cards and figures are examples on sample data, not a customer account.
Sample data, fictional brand. This is how Comments insider shows a figure: the value, where it came from, the formula behind it and when it was last updated.
Rule: every number shows its source, formula and update time. A missing source reads "not measured", never 0.
One of four areas of the product, sharing the same client record, roles and log.
Similar questions are grouped, so ten comments about shift work become one theme.

Each theme keeps links to its comments and the creative that triggered them.
Draft replies for a person to edit and approve.
Connections start read-only. Writing is switched on per account, only after you grant the rights.
Lines draw as you scroll. Platforms on the left are read-only first, Comments insider sits on the one client record, and each output keeps its receipt.
Sources are read first, the numbers are stored once per client, and every output shows its source, formula and update time.
The same four moves apply to every module in this area.
From first connection to the number a client sees.




Comments come from permitted Page, Instagram and TikTok sources.

Comments are clustered by meaning, objection and tone.

Sort by volume, tone and the spend behind the ad.

Create a brief, reply, or open a task.

Photos are stock images that show the kind of business this is built for. They are examples, not customers.




Stock photos and example labels, not customers.
General practice for this kind of work, not a claim about any one tool.
Removing a complaint hides a signal you need and can make the problem louder. Reply once, calmly, and move the detail to a private channel when it is needed.
A note about a client's budget or a slow approval can end up in front of the client. Keep internal commentary and public replies in separate places.
Without a target, replies wait until someone remembers them. Agree on a response window and an escalation owner for each client.
Your ticks stay in this browser only.
Connections are read-only first and go live only after the platform access is approved.
Built: the connector exists in the product and goes live per account once access is granted. Planned: not built yet.
No single tool replaces this module; it connects work that is usually split across several.
Modules that share this client record, these roles and this log.
Permitted Page, Instagram and TikTok sources, according to the access that is actually approved.
No. Replies are drafts for a person to approve.
Search picks relevant excerpts and checks permissions before anything reaches a model, and outputs show their sources.
We open one agency at a time, with your own accounts connected read-only first.