Comment moderation tools look similar in a demo: an inbox, some rules, a reply box. The differences that matter show up later — in how the tool connects to Meta, how automation behaves on borderline comments, what your team can and cannot do without your credentials, and what leaves with you if you cancel. Evaluate against your workload, not against a feature grid.
Start from your workload
- Platforms and surfaces: Facebook posts, Instagram posts, ads, or all of them.
- Volume: comments per month across every connected Page, including campaign spikes.
- Languages your audience actually comments in.
- Team shape: who moderates, who approves, who owns billing — and whether clients or VAs need scoped access.
Non-negotiables
- Official Meta OAuth and Graph API access — never a tool that asks for your Facebook or Instagram password.
- Transparent permissions: the tool explains what each requested Meta permission is for.
- Hide as the default action, with delete as a deliberate, permanent choice.
- Honesty about platform limitations — Meta's API restricts some actions, and a vendor who pretends otherwise is telling you something.
- Your data stays yours: exports on demand and a real deletion path.
Automation quality
Rule breadth matters less than rule behavior. Check which rule types exist — links, contact details, keywords, emojis, images, profanity, negativity — but also how false positives are handled: are hidden comments reviewable, can you whitelist terms, and does AI act with human review or without it? Automation you cannot audit becomes automation you turn off.
Team and access controls
- Role-based access: owners, admins, managers, moderators with different capabilities.
- Per-Page assignments so a client or VA sees only their Pages.
- Watch pricing per seat: per-seat billing punishes exactly the teams moderation is for.
Pricing models
Moderation tools price by seats, by connected accounts, or by comment volume. Volume-based pricing tracks the actual work the tool does and keeps team size a free variable; seat-based pricing does the opposite. Whichever model you choose, confirm what happens in a spike month — overage pricing you discover mid-campaign is the expensive kind.
Red flags
- Asks for platform passwords instead of OAuth.
- Vague answers about which Meta permissions it requests and why.
- Claims that dodge Meta API limits no other tool can dodge.
- No trial, or a trial that hides the features you would actually pay for.
- No export or account-deletion path you can execute yourself.
Run a real evaluation
Connect a real Page, run two weeks of live comments through the tool, and score it on the things a demo cannot fake: false-positive rate on your audience, time-to-hide on spam, how fast your team answers needs-reply comments, and whether the exports contain what your records need. A structured checklist keeps the comparison honest across tools.