Toket GEO Research
Toket’s AI Visibility Research
Toket runs public Generative Engine Optimization (GEO) experiments to see how AI systems understand, describe, and recommend Toket itself — then publish the method and observations. This is not a client report, and it does not replace the product check.
- 6
- AI platforms
- 72
- query samples
- Visibility
- AI brand visibility analysis
How a professional GEO diagnostic works
- Brief & materialsConfirm the brand, products, competitors, and the real problem to solve.
- Test designDesign questions around brand scenarios and choose the AI platforms to test.
- Multi-model testingAsk the same questions across multiple AI systems and keep answers with evidence.
- Human reviewCheck each answer for recognition, recommendation, citation, or brand confusion.
- Report & retestDeliver priorities and recommendations, then retest with the same scope after changes.
What a GEO report helps you answer
- How AI understands your brandWhether it recognizes you, describes you accurately, or confuses you with others.
- Whether AI recommends your brandWhether you appear in recommendations when users do not name you.
- How competitors performWho AI mentions and recommends more often, and where you stand.
- What actions to take nextPrioritized, actionable optimizations — validated later with the same testing scope.
Toket GEO public self-test
Example: how AI “sees” Toket
Real prompts and multi-platform answers showing brand recognition, appearance, and recommendation evidence — not a website-check score.
Example AI visibility result (Toket self-test · 2026-08-08)
- Named-prompt brand response: 34 / 36
- Non-branded appearance: 0 / 36
- Natural recommendation: 0 / 36
- Coverage: 6 platforms × 12 prompts · 72 / 72 samples completed
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AI platform comparison
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Prompt & category performance
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Prompt × platform matrix
A public status summary of 12 prompts × 6 AI platforms so coverage is visible at a glance.
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What this means
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What we did after the findings
- Inconsistent brand wording Unified Toket brand and product positioning Keep a consistent answer across public pages for who Toket is and what it offers.
- Brand relationships hard to confirm Completed official brand facts that can be verified Make relationships among brand, products, and founder easier to confirm.
- Facts diverge across pages Aligned official factual sources Align product, About, Trust, and related public copy.
- Official info hard to find Improved AI and search entry points Make official information easier for AI to find and confirm.
Full GEO Diagnosis · $99 sample report
What you receive in a Full GEO Diagnosis
This preview shows the kind of report you receive in a Full GEO Diagnosis ($99). It helps you see how AI models understand, describe, and recommend a brand, with key evidence and initial optimization directions.
- How AI understands the brand
- Brand mention and recommendation analysis
- Key evidence and examples
- Initial optimization suggestions
Sample report
Show more report page previews
More GEO Research
Future public studies will live here. This is structure only — no invented data.
- GEO Benchmark Reports
- Visibility comparisons across brands or time. Coming later.
- Industry Brand Studies
- How industry brands appear in AI answers. Coming later.
- AI Search Trend Analysis
- Observations of AI search and recommendation trends. Coming later.
Want this for your brand?
Start with the free Website Check. For a Full GEO Diagnosis ($99), contact Toket by email. This page does not offer online payment.