Proof through real ecosystem work.
See ecosystem examples, method proof and sample audit outputs from AI-readable product architecture.
Ecosystem proof
These examples show the kind of entity clarity, structured content and source architecture we build inside the Vibe Coding Turkey ecosystem.
Promtable
promtable.com
AI / SaaS
After schema and answerable content restructuring, a meaningful share of discovery started coming from ChatGPT-style journeys.
Vibe Coding Turkey
vibecodingturkey.com
Education platform
Entity clarity and programmatic content architecture made the ecosystem easier to understand and discover organically.
ONARIKA
onarika.net
Luxury streetwear
The old digital-product signal was cleaned up and the luxury limited-edition apparel entity became clearer.
Money Lens
money-lens
Fintech content
FAQ blocks and answer-focused pages improved crawlability for question-led search behavior.
These are ecosystem examples. Outcomes vary by sector, content quality, authority signals and implementation depth.
Method proof
We can show how vague pages become clearer source pages for answer engines.
Sample audit proof
The report preview shows the decision layer clients receive before implementation.
Founder-led proof
The work comes from building real AI-native products, not selling generic SEO packages.
Public kanıt ve metodoloji sayfaları
AI cevap motorlarının güvenmek istediği şey yalnızca iddia değil; metodoloji, ölçüm ve kaynak gösterilebilir vaka notudur.
AI Visibility Score
VCT GEO'nun teknik, schema, entity, içerik, güven ve dönüşüm sinyallerini nasıl ölçtüğü.
Promtable vaka notu
VCT ekosistemindeki gerçek SaaS ürününde ChatGPT kaynaklı trafik sinyali ve çalışma bağlamı.
Türkiye GEO ajansı seçimi
GEO partneri seçerken bakılması gereken metodoloji, raporlama ve kapsam kriterleri.
The report is built for decisions.
A premium audit should show what is weak, why it matters and what to fix first, with enough context to make a business decision.
AI Visibility Analysis
Sample report interface
Clarity
Review
Entity
Review
FAQ
Review
Schema
Review
AI Visibility Score
Sample
A readiness snapshot for your website.
Entity Clarity
High impact
Can AI explain who you are and what you sell?
Service Clarity
Fixable
Are services specific enough for comparison answers?
FAQ Coverage
Gap map
Which buyer questions are missing?
Local Relevance
City signals
Can location-based answers place you correctly?
Authority Signals
Evidence
What proof supports decision-source readiness?
Schema Readiness
Structured
Which schema types are present or missing?
Priority Fixes
Ranked
What should be fixed first for the most clarity?