FirstRank Insights & Research

Evidence for better
reputation decisions.

Original analysis of harmful content, online reviews, search visibility and digital reputation risk, published with clear methods and responsible limits.

Online reputation riskReview integritySearch removalDigital trust

2026 research programme

Questions worth answering.
Evidence worth trusting.

These publications are being developed as research outputs, not promotional statistics. Findings, sample sizes and limitations will be added when analysis is complete.

02Trend briefing

Online review removal trends

Patterns in disputed reviews, common policy concerns, evidence quality and the difference between an eligible challenge and ordinary negative feedback.

Planned for 2026Publication update to follow
03Data briefing

Search removal and de-indexing insights

An evidence-led view of source removal, search-engine de-indexing and suppression, including the outcomes each route can and cannot deliver.

Planned for 2026Publication update to follow

Publication standards

Credibility begins
with the method.

FirstRank will separate observed data, professional interpretation and practical guidance. Where evidence cannot support a conclusion, we will say so.

01

Anonymised by design

Published analysis will not identify clients, targets, reviewers or sensitive case details.

02

Methodology disclosed

Every statistical release will explain its dataset, period, exclusions, definitions and material limitations.

03

No inflated claims

Client experience will not be presented as national prevalence unless the underlying sample supports that conclusion.

04

Outcomes in context

Removal, de-indexing, suppression and review decisions will be reported as distinct outcomes.

05

Minimum reporting thresholds

Small categories will be combined or withheld where publication could create privacy or identification risk.

06

Corrections welcomed

Material errors will be reviewed and corrected transparently when reliable new evidence is available.

What the flagship report will examine

A clearer view of digital
reputation risk in the UK.

The programme is designed to examine the types of reputation issues being reported, the channels on which they appear, the response routes considered and the practical difference between removal, de-indexing and suppression.

Any use of FirstRank enquiry or case information will be aggregated, minimised and reviewed against confidentiality obligations. Public datasets and third-party research will be identified separately rather than blended into proprietary findings without explanation.

The report will not claim to measure the experience of the entire UK population unless the research design and sample can support that conclusion.

Research and media enquiries

Contribute evidence or
request expert comment.

Researchers, journalists and relevant organisations can contact FirstRank about methodology, responsible data contribution or expert commentary. Please do not send client-identifiable or sensitive case material by ordinary email.

Contact the research team