Our Methodology

How It Works

A rigorous, four-stage methodology that turns thousands of customer voices into intelligence you can act on.

The Process

Four Stages. Zero Guesswork.

CVI four-stage methodology
1

Comprehensive Data Collection

We collect every review — not samples — from all major online platforms for your business and your competitive set.

2

Big Data Analysis

Our proprietary methodology goes beyond labels and shallow counts — extracting context-rich signals, named staff, competitive patterns, and revenue opportunities from hundreds of thousands of reviews.

3

Strategic Reporting

Findings synthesised into branded intelligence using our Evidence → Hypothesis → Action framework — actionable intelligence for smarter decision-making.

4

Ongoing Intelligence

For retainer clients: a real-time pulse on satisfaction and demand — monthly monitoring, competitor tracking, and executive briefings.

Our Framework

Evidence → Hypothesis → Action

Every recommendation follows the same structure. Here's a real example:

Evidence

87 reviews across 4 years mention wait times exceeding 30 minutes. Complaints spike 3× on Friday and Saturday evenings and cluster around the same menu items.

Hypothesis

Kitchen workflow breaks down during peak service. No ticket-timing visibility exists, and the problem has compounded over multiple years without detection.

Action

Audit peak-hour kitchen workflow. Set a 20-minute target for mains. Install order-tracking display. Resolving this single issue addresses an estimated 23% of all negative reviews.

What Makes Us Different

Context-rich insights, not shallow counts

Advanced competitor benchmarking

Gain visibility into your direct competitors' customer feedback and identify revenue opportunities to stay ahead. Every finding is contextualised against your market — your rating means nothing without knowing where you stand.

We identify your staff by name

Our analysis surfaces the individual team members your customers talk about — the heroes and the concerns. No competitor does this.

We turn feedback into profitability

A strong online reputation leads to better visibility, trust, and conversion. Review signals account for 15.44% of local search rankings (Moz). Hotels that respond to negative reviews see a 4.6% revenue increase (Cornell). We quantify the impact of every recommendation.

We turn feedback into a prioritised roadmap

Not a dense report that sits on a shelf. We convert insights into results — quick wins, medium-term improvements, and strategic recommendations, routed to the right teams.

Partnership, not a platform

We are more than a data provider. We collaborate closely with our clients — and we understand the East African market, culture, and competitive landscape in a way no global software tool can replicate.

See the methodology in action