Feature · Comment Auto-Shield · Pro+

Hide trolls before your brand partner sees them.

Our sentiment classifier reads every new comment and hides the obviously negative or off-brand ones below the post. Your audience never sees them; you can always review and restore.

Pro+ tierReversibleAudit-loggedPer-post toggle
What gets shielded

Negative + off-brand, hidden. Neutral + positive, visible.

💬 “Loved the recipe — making it tonight!” → kept (positive)
💬 “Bhai 50% off kab aayega” → kept (neutral)
💬 “This brand is a scam, don't trust them” → hidden (negative)
💬 “DM me for cheap followers 🔥💯” → hidden (off-brand)
💬 Slur targeting commenter → hidden (toxic)

Same model the AI-replies feature uses for sentiment routing. Per-post toggle lets you turn shielding off on posts where you want raw feedback (e.g. a beta launch).

What you get

Six things this actually does for you.

Brand-collab-safe

Sponsored posts stay clean by default

When you tag a brand partner, the shield turns on automatically. The sponsor's audit reviewer never sees the troll comment buried at position 47.

Reversible

Every hide is one tap to restore

/inbox shows the shielded comments with a 'Restore' button. Wrong call by the AI? Restore in one tap, and the model learns from the override on your account.

Tunable threshold

Strict for sponsored, loose for personal

Set per-account or per-post sensitivity — strict (hide on lean-negative) for sponsored, balanced for the main feed, loose for personal vlogs where banter is the point.

Audit-logged

Every hide writes a row you can defend

Compliance-ready audit log: comment text, classifier score, model version, timestamp, and the post it was on. Export via REST API for legal reviews.

Doesn't block replies

Shielded comments don't trigger DMs

A hidden comment is treated as non-existent for automation purposes — no DM is sent, no lead is scored. Trolls don't get free AI replies.

Toxicity-aware

Slurs and harassment hidden even on 'loose'

We hard-classify targeted harassment, slurs, and threats — those hide regardless of your sensitivity setting. Your audience and team are protected.

The difference

Manual hide vs Auto-Shield

Manual review in the IG app
  • Open Instagram, scroll comments, hide one at a time.
  • Trolls visible to your audience until you log in.
  • Brand-collab posts at risk of awkward audit screenshots.
  • No log of what got hidden or why.
Comment Auto-Shield (Pro+)
  • Hidden the moment they post — your audience never sees them.
  • Brand-collab posts pre-set to strict; sponsor stays happy.
  • Per-post threshold + reversible in one tap.
  • Audit log exportable via REST API.
FAQ

Questions about comment auto-shield

Same model that powers sentiment routing for DMs. Trained on the IG comment distribution — slang, emoji, multi-language, sarcasm. We continuously evaluate accuracy on a labelled set; current F1 is ~0.89 for negative-vs-neutral, ~0.96 for toxic-vs-not.

Try comment auto-shield free.

Free Starter plan, 1,000 DMs/month, 60-second Instagram connect. Upgrade to Pro+ when you want this feature on.