Review Reply Agent
Reads product/business reviews and posts personalized, on-brand replies — escalates negative ones.
Features
5
Tech
11
Steps
5
Review Reply Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Multi-platform
Google Reviews, Trustpilot, Amazon, Daraz, Shopify, Yelp.
Feature 02
Tone-matched replies
Brand voice tuned for warm, professional or playful.
Feature 03
Sentiment routing
Negative reviews paused for human approval.
Feature 04
Bulk historical pass
Catches up on years of unreplied reviews in one go.
Feature 05
Localised language
Replies in the reviewer's language automatically.
Stack
11 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Review Reply Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Connect platforms
OAuth into each review channel you care about.
- 02
Brand voice training
Show 20 example replies; agent locks the tone.
- 03
Approval mode first
All replies queued for review before posting.
- 04
Auto-mode threshold
Loosen approval for high-rating positive reviews.
- 05
Weekly insights
Trend report of complaint themes for ops to act on.
Outcomes
What you can expect
Real numbers we see when Review Reply Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
< 30s
Response time
From minutes to seconds — at any hour, any volume.
Outcome 02
55-75%
Deflection rate
Tickets resolved without a human after 4-8 weeks of tuning.
Outcome 03
+8-15
CSAT lift
Net points, measured side-by-side against human-only baseline.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy Review Reply Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
After-hours support without staffing
A 24/7 SaaS company routes all overnight tickets through the agent. ~70% resolved before morning, the remaining queue is triaged with full context so the day team starts where it matters.
Multilingual sales qualification
A remote-first e-commerce brand qualifies UK + various jurisdictions + Gulf leads in their preferred language, books a demo, and hands off only sales-ready conversations to the closer.
Refund + reorder self-service
A D2C retailer lets shoppers initiate refunds, change addresses, or reorder previous purchases through chat — agent enforces policy, escalates edge cases, posts updates to the order DB.
Typical engagement
From kickoff to live in 4-8 weeks
Most Review Reply Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$1,500 — $4,500
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $600/wk
Embedded retainer — best for evolving scopes.
Also in Customer & Sales
Related agents
Often deployed alongside — or instead of — Review Reply Agent.
Customer Support Chatbot
RAG-grounded support bot answering customer questions from your docs, KB, and ticket history.
View detailsVoice AI Agent
Conversational voice agent on real phone numbers — books appointments, qualifies leads, handles support calls.
View detailsSales Outreach Agent
Researches prospects, writes personalized emails, runs multi-touch sequences, hands hot leads to humans.
View detailsReturns Processing Agent
Classifies return reasons, applies your refund policy, generates labels, and credits the customer.
View detailsReady to ship Review Reply Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.