Facebook + Instagram
Facebook Page and Instagram professional-account comments through the official Meta API.
Every comment under your paid ads — from scam to sale
Parlow removes spam and scams, answers buyer questions in the brand's voice, escalates sensitive conversations and shows which objections are hurting paid-ad performance.
14-day trial · no card required · nothing goes live without your approval
Overview
Opportunities6
Inbox
Ads
Protection3
Insights
Buyers waiting
live
maya.reyes Does this ship to Canada? Thinking of ordering the set 🇨🇦
Purchase intent · 94%waiting 4munder ad: 🧴 Summer Drop · UGC hook
ben.dimitrov Is the price in USD? How much in CAD after duties?
Pricing · 90%waiting 11munder ad: 📦 Intl test · Shipping promise
derek.okafor Can I use this with retinol? I'm on it twice a week.
Compatibility · 90%reply draftedunder ad: ⭐ Retargeting · Reviews
omar.sato $48 for a serum is too expensive tbh
Objection · 87%→ Insightsunder ad: ✨ Summer Drop · Before/after
Comments
yourbrand Sponsored The serum your feed won't stop talking about
● watchingComment hidden by Parlow
scam · impersonation · hidden automatically
9
buyers answered
14
spam hidden
2
escalated
13
objections logged
02 / Where it works
One queue for comments on Facebook and Instagram ads. Each item keeps its platform, placement and ad attached.
Facebook Page and Instagram professional-account comments through the official Meta API.
Comments stay connected to the exact ad and campaign, including unpublished Page posts where permissions allow.
Draft or publish public replies, hide scams and restore mistakes—with approval controls and an audit trail.
TikTok is not advertised as supported until production permissions are verified. Organic post coverage depends on the connected account and Meta permissions.
03 / The routing layer
Parlow reads the context, identifies the risk or opportunity, then chooses the next move. Your team sees the reasoning, not another black box.
New comment · Summer serum ad
“Does this ship to Toronto? Also, is this your real support account?”
Scam or impersonator
Undo stays available
Sensitive or angry
Never auto-answered
Buyer question
Cites your product knowledge
Objection or intent
Tied back to the exact ad
Which creative attracts buyers, which attracts scams, where questions pile up unanswered — ad by ad, campaign by campaign.
“Too expensive”, “does it actually work” — recurring objections are grouped, counted and linked to the exact comments, so landing pages and creative can answer them.
Questions your knowledge base couldn't answer become a to-do list: add the fact once, and every future reply knows it.
Insights are phrased as observed patterns in your comments — Parlowdoesn't make causal claims about ROAS unless real attribution exists.
Each client brand keeps its own knowledge base, brand voice, playbooks and operating mode. Nothing leaks between clients.
Your moderators work one prioritized queue across every client, with brand filters when they need to focus.
Invite a client as an approver or a read-only viewer, scoped to their brand. They approve replies; they never see your other clients.
Monthly client reports — volume, response time, protections, objections, confirmed clicks and conversions — shareable by link, white-label on Agency Pro.
New brands start by classifying, drafting and recommending — with zero external actions. You see exactly what would happen before enabling anything.
Drafts wait for a human. One click approves, edits or rejects — and every edit teaches you where the voice needs tuning.
Only explicitly enabled, low-risk playbooks run unattended — under confidence thresholds and rate limits, with a full audit log and instant undo.
One control stops every outbound action across every brand instantly. Pause a single brand's automation just as fast.
Also enforced in code: webhook signature verification · tokens encrypted at rest · idempotent outbound actions · structured audit log on every action · sensitive comments always escalate, in every mode.
Every plan starts with a 14-day trial in approval mode. You decide what goes live.
One brand, fully protected and answering its buyers.
$199 /mo
1 brand · 10,000 comments/mo
A larger brand with autopilot and conversion tracking.
$399 /mo
1 brand · 40,000 comments/mo
Up to 10 client brands under one roof.
$799 /mo
up to 10 brands · 120,000 comments/mo
Up to 30 brands, white-label reporting, advanced roles.
$1,499 /mo
up to 30 brands · 400,000 comments/mo
Every plan starts with a free 14-day trial with everything unlocked — no card required. Billing via Razorpay. Prices exclude tax.
It watches every comment underneath your paid social ads and handles each one by type: spam and scams get hidden, buyer questions get answered in your brand voice from your own knowledge base, sensitive conversations get escalated to a human, and recurring objections are aggregated into insights about your ads and landing pages.
Meta is the priority: Facebook Page comments and Instagram comments, including under paid ads and dark posts where API permissions allow, with public replies, hide/restore and likes. TikTok endpoints are implemented but we don't claim full TikTok support until production API permissions are verified on a live app.
Yes — onboarding can import a realistic simulated ad account (ads, comments, knowledge) that runs through the exact same pipeline, and a live-traffic simulator lets you watch classification, playbooks and approvals work end to end. Nothing is ever shown as "connected" unless it really is.
Replies are only drafted from knowledge sources you added — shipping policy, pricing, product facts — and each reply cites its source. When nothing matches, or confidence is low, it drafts a holding reply for human approval instead of guessing. Prohibited claims and restricted words are stripped at draft time.
Parlow never estimates revenue. Assisted revenue appears only when it's backed by a real event: a tracked-link conversion, a coupon redemption, a commerce webhook, or a value you enter when marking a comment converted. Otherwise you see operational metrics only.
A workspace holds multiple client brands, each with its own knowledge base, brand voice, playbooks and operating mode. Roles run from agency admin down to read-only client, clients can be invited to approve replies for only their brand, and monthly reports are shareable (white-label on Agency Pro).
They always escalate to a human — in every operating mode, enforced in the engine rather than by a configurable rule. Complaints are draft-only: the system prepares context but never auto-replies.
Connections use the official Meta OAuth flow — never your password. Webhook payloads are signature-verified, platform tokens are encrypted at rest (AES-256-GCM), sessions are httpOnly cookies, and every automated action is idempotent and logged.
Connect your comments and see the missed buyers, visible scams and repeated objections hiding under your ads.