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See how AI answers see your business

Orchestra samples answers from ChatGPT, Perplexity and Gemini for the topics your customers ask about. See observed brand and competitor mentions, cited sources, Citation Gaps and Entity Readiness — then turn the evidence into prioritized next steps.
Example output
Northstar Coffee · fictional business · example shown in English

See which topics, competitors and sources shape observed AI visibility

This illustrative result summarizes sampled ChatGPT, Perplexity and Gemini answers without presenting them as a universal ranking.

Observed brand appearances
4 of 18Sampled answers for one topic
Citation Gap
3 sourcesWorth investigating
  • Competitor BrewLab appeared more often across the same sampled answers.
  • Two cited sources also appear in the stored competitor backlink context.

Next action: Review the evidence, then create an SEO brief for the strongest topic opportunity.

Supported AI surfaces

Sampled answers across ChatGPT, Perplexity and Gemini

The same bounded prompt set is checked across three supported surfaces so the comparison stays understandable.
  • ChatGPT
  • Perplexity
  • Gemini

GEO analyses sample relevant AI answers at a point in time. Results can vary between runs, and this is not continuous monitoring or coverage of every AI surface.

Observed AI visibility

Understand where your business appears — with the denominator intact

Successful samples support the rates; failed samples are excluded and unavailable evidence is never presented as zero.

Topics

Group the sampled answers around the products, services and questions that matter to your business.

Competitors & observed Share of Voice

Compare your brand mentions with tracked competitor mention events across the same successful visibility samples. If no brands are observed, Share of Voice is unavailable.

Entity Readiness

Inspect machine-readable identity on the homepage: structured data, name, canonical website, description, logo, declared identity links and applicable local fields.

Citation Intelligence

See which sources appear in sampled AI answers

Resolved domains and stable pages are organized by frequency, platform, topic and observed brand or competitor context.

Citation Intelligence

See which resolvable domains and pages the successful samples referenced, how often, and where they appeared. Unresolved references stay separate rather than being treated as verified pages.

Citation Gap

Surface repeated sources observed around competitors or the market without equivalent brand-supporting context, so your team can investigate the underlying evidence.

Citation and backlink overlap is useful context, not proof that a backlink caused an AI answer. Co-occurrence is evidence, not causation.

Unified Opportunities

Turn observed gaps into reviewable next steps

Topics, competitors, entity evidence and citations come together in one prioritized list. Nothing is published or added automatically.

Missing topic visibility

Review a topic where successful sampled answers did not mention your brand, with the sample count and platform context preserved.

Competitor advantage

Inspect where a tracked competitor appeared more often in the same successful visibility samples; adding a competitor remains your decision.

Entity weakness

Fix missing or inconsistent homepage identity signals while keeping unavailable checks distinct from failures.

Citation Gap

Investigate recurring sources without equivalent brand-supporting context. Eligible topic or citation findings can start an SEO brief, subject to your brief allowance.

Methodology

Evidence with honest boundaries

The report keeps sampling, availability and interpretation visible so a useful signal is not mistaken for a universal claim.
  • Sampled evidence

    A bounded, versioned prompt set is checked across supported surfaces. The report shows expected and successful sample counts.

  • Unknown is not zero

    Failed samples and unassessable evidence are excluded or shown as unavailable instead of lowering a rate.

  • Correlation is not causation

    Observed mentions, citations and backlink overlap provide research context; they do not prove why an AI answer was produced.

GEO + SEO

AI visibility meets search authority

GEO and SEO Intelligence use separate evidence. Orchestra can highlight useful cross-context between observed citations and stored backlink data without claiming one caused the other.
Explore SEO Intelligence →

Plan fit

GEO / AI Visibility begins with Pro

From €79/month

Pro includes 2 sampled GEO analyses per month.

GEO / AI Visibility FAQ

What sampled AI visibility can — and cannot — tell you

See how AI answers see your business

Review sampled evidence, understand what is unavailable, and choose the next action with the context intact.

Review the plan first. Choose tools and spend only when you are ready.

GEO / AI Visibility is based on sampled answers from supported platforms at a point in time. Results can vary between runs. It does not cover every AI surface, continuously monitor answers, establish causation, or guarantee mentions, citations, recommendations, rankings or placement.