A visibility benchmark
Give leadership a consistent view of presence and competitive share across a defined set of business questions.

Monitor when your brand appears, understand the narrative around it, trace the sources shaping each response, and turn visibility gaps into an action plan.
AI answers now influence discovery and evaluation before many people visit a website. A useful visibility programme therefore looks beyond mentions: it examines how the brand is positioned, which claims appear, what sources are cited, and where competitors earn stronger representation.
Platform coverage
Review how your brand appears across major consumer-facing AI answer experiences. The actual platform scope is agreed by market, language, access conditions and availability.
Build a documented prompt set around priority audiences, topics, markets and languages, then record where the brand and its competitors appear.

Give leadership a consistent view of presence and competitive share across a defined set of business questions.
Show content, web and communications teams where inaccurate, incomplete or outdated descriptions need attention.
Prioritise content, technical and authority work according to the sources and answer gaps that matter most.
Agree the brands, competitors, topics, audiences, markets, languages and questions included in the review.
Capture a documented answer set across the agreed platforms and preserve the response and citation context.
Compare visibility, narrative, citations and competitive context to identify material gaps.
Turn findings into owned-content, technical, digital PR and source-authority actions, then review change on schedule.
Every review records its prompt set, platform, market, language, date, response evidence, cited sources and interpretation. Recommendations are assigned to an accountable team with a review cadence, so changing answers do not become untraceable dashboard noise.
Enterprise governance
Before delivery begins, enterprise engagements define the security, access and data-handling requirements that apply to the review.
Where a technology provider is used, confirm the scope and current validity of relevant assurance reports, including SOC 2 Type II where applicable.
Document SAML or OIDC requirements and confirm support with the selected platform before access is provisioned.
Define roles, permission levels and accountable owners so access reflects each team member's responsibilities.
Agree which review data is retained, who owns backups and restoration, and the applicable retention period.
AI answers can vary by platform, model, location, personalisation and time. Platform access and features may also change. GoGoChart measures a defined sample and supports improvement work; inclusion, ranking, recommendation, sentiment or citation cannot be guaranteed.
The agreed scope can examine brand presence, competitive share, answer themes, sentiment, factual accuracy, citation patterns and change over time.