Reputation & Review Engine
Automatically collects reviews on Google, Trustpilot, and beyond, responds in your brand voice, proactively flags critical feedback to your team, and turns satisfied customers into public advocates.
What this blueprint solves
Online reviews drive purchase decisions — 93% of consumers read reviews before booking or buying. Yet most businesses respond to fewer than 30% of their reviews, leave negative feedback unanswered for weeks, and fail to proactively ask satisfied customers for input. This blueprint automates the entire review lifecycle: from proactive solicitation through AI-generated, on-brand responses to escalation of critical feedback to the right team.
The most expensive problems
Negative reviews go unanswered for weeks
Every unanswered criticism signals to potential customers that the business doesn't care about feedback — a direct conversion killer.
Too few customers leave reviews voluntarily
Happy customers rarely speak up on their own — without proactive outreach, businesses collect only a fraction of possible feedback.
Responses sound generic and interchangeable
Copy-paste replies with no reference to the actual review feel inauthentic and worsen the overall impression instead of improving it.
No centralized monitoring across platforms
Reviews on Google, Trustpilot, and industry portals are tracked in isolation and with significant delays — critical posts escalate unnoticed.
The Engine — how the workflow runs
Connected modules working together as one precise machine.
Proactive review requests
Klaviyo + Make.comTriggered by post-purchase events or the close of a support interaction, Klaviyo sends personalized review requests at the optimal moment — via email or SMS, with a direct link to the preferred platform.
Platform monitoring & alerting
Google Business Profile + Trustpilot APIMake.com monitors review platforms in real time and notifies the system on every new review — regardless of star rating or platform.
AI-generated brand responses
DeepSeekDeepSeek analyzes the content, tone, and specific points of each review and crafts an individual, on-brand response — no templates, but genuine contextual references.
Sentiment-based escalation routing
Make.comReviews with negative sentiment or specific keywords (refund, fraud, legal) are immediately escalated to the responsible team via Slack or email — with full context attached.
Reporting & trend analysis
Make.com + DashboardWeekly summaries with rating trends, topic clustering, and platform comparisons deliver actionable insights to the marketing team for product and service improvement.
Technology stack
The outcome
- +120% more reviews through proactive, timing-optimized review requests
- 100% response rate — every review receives an individual reply within one hour
- Critical feedback escalated and addressed in under 60 minutes
- Continuous improvement of the average review score through structured feedback monitoring
Frequently asked questions
How long does implementation take?↓
A fully configured system — including platform connections, Klaviyo sequences, DeepSeek prompt tuning, and escalation routing — is typically production-ready in 14 days.
Do the AI responses really sound individual and not like a bot?↓
Yes. DeepSeek references specific content from each review: named staff, products, situations. Brand voice is pre-trained using sample responses. An optional manual approval step can be activated before publishing.
Which platforms are supported?↓
Google Business Profile and Trustpilot are natively integrated. Additional platforms such as Kununu, Yelp, Tripadvisor, or industry-specific portals can be connected via REST APIs — depending on API availability.
This blueprint live in 14 days.
We build it turnkey into your infrastructure — as a ready package or tailored to you.
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