A full technical account of how Consumers Voice Ghana collects, weighs, cross-validates, and acts upon consumer data. Published in full because methodology that is not public is not methodology — it is marketing.
The primary research stream. Consumer voices are gathered from four channels, all of which are logged in a single research database maintained by our research team.
All consumer submissions are anonymised before being added to the research database. Names and contact details are retained only for verification purposes and are never shared with the rated company or published.
For each company that reaches the candidate shortlist (typically top 8–12 per category by Stream 1 score), our research team commissions a minimum of three anonymous customer engagements across the cycle. These are conducted by trained mystery shoppers who are:
Each engagement is scored against the nine pillars and submitted as a structured report. Raw reports are retained in the research archive for 3 cycles for audit purposes.
We aggregate and verify:
We specifically account for known review manipulation. Review velocity patterns, reviewer account age, reviewer geography, and review text analysis flag suspected fake reviews, which are then excluded from the data. Companies with repeated fake-review patterns are penalised and may be disqualified.
For each category, we convene a panel of three independent experts who collectively know the industry better than any single observer. Panels are rotated annually, with a maximum of two consecutive cycles for any expert. Eligibility criteria for panellists:
Panellists receive the Stream 1–3 data and apply their domain judgement on specific pillars (notably Service Expertise, Project Management, Health & Safety where relevant). Panel votes are confidential to the Board.
Every company is scored on each pillar on a 0–10 scale. The weighted composite is the Whole of Service (WOS) score. Below 7.0 on any pillar disqualifies from Top 3 eligibility.
The lived experience of being served — whether the core offering was delivered competently, on time, and to the standard promised. Weighted most heavily because it is what consumers care about most.
Conduct of staff, respect for the customer, handling of uncomfortable situations, adherence to ethical norms of the industry.
Technical competence. Does the company have the skill and specialist knowledge required to do the job well? Scored most heavily by the Sector Expert Panel.
The physical/experiential quality of the output — the state of the product, the cleanliness of the premises, the polish of the document, the condition of the building.
What customers said, weighted proportionally to the sample size and verifiability. The primary input from Stream 1.
The handling of complaints, questions, and problems — not the handling of praise. A company that does well when things go well is ordinary; a company that does well when things go wrong is exceptional.
Sector-relevant safety standards — food handling for restaurants, clinical protocols for hospitals, construction safety on sites, etc. A hard floor: failure here often disqualifies regardless of other scores.
Clarity, timeliness, and honesty of communication with customers — pricing transparency, accessibility of senior staff, quality of written correspondence.
For work that spans a project (construction, legal matters, medical procedures): whether the engagement was planned, executed, and closed well.
Between 10 and 15 December, the Board of Trustees — convened by the Chairman, in camera at our Accra offices — reviews the data packet for each category. The packet contains:
The Board may — by majority vote — award, withhold, or defer. Withholding occurs when no candidate in a category clears the minimum thresholds. In such cycles, we publish a "no award issued" notation rather than awarding a weak leader. This has happened in four categories across the platform's history.
Winners are published to the Master Register immediately upon dispatch (5 January). The Register is our permanent public record. Losing entrants' scores remain private unless the entrant consents in writing to disclosure.
The platform's methodology is audited annually by an independent Ghanaian statistician and published methodology reviewer. Audit findings are summarised in the Annual Transparency Report, available on request at [email protected].
A rated company that believes its data has been misreported may file a written objection within 14 days of dispatch. Objections are reviewed by the Ethics Officer and a non-deliberating trustee. If upheld, the scoring is corrected and re-published. If dismissed, written reasons are provided. Appeals are heard by the full Board and are final. The full dispute procedure is in Section 11 of the Charter v1.0.