Technologie IA

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A Token Window (or Context Window) is the limit on the amount of text (measured in tokens) that an AI model can process in a single interaction. It determines how much of your website's content an AI can "read" and "remember" at one time to generate an answer.

Technologie IA
Technical Limits
Content Strategy

Why Content Size Matters for AI Visibility

If your web pages are bloated with excessive code, redundant text, or unstructured content, they might exceed the AI's token window, causing it to "forget" the beginning of the page or ignore critical details entirely. GPT-4 has a large window (128k tokens ≈ 96,000 words), but smaller, faster models used for real-time search might only read 8k tokens (≈ 6,000 words). Critical information must be at the top, clearly structured, and concise. This is why JSON-LD schema is crucial—it presents facts in ultra-compact format that fits comfortably in any token window, ensuring AI models can always access your key data.

Human Reading vs. Token Window Processing

Aspect
Sans
With Token
Memory Behavior
Humans: Remember gist, forget details
AI: Perfect recall within window, nothing beyond
Content Length
Humans: Can read entire book gradually
AI: Hard cutoff at window limit
Critical Info Placement
Humans: Can scan for important parts
AI: Must be in first X tokens or ignored
Optimization Strategy
Humans: Make content engaging
AI: Make content compact + structured

Impact dans le monde réel

Avant
Approche actuelle
📋 Scénario

15,000-word product page with pricing buried at bottom

⚙️ Que se passe-t-il

Small AI model hits 8k token limit midway

📉
Impact sur l’entreprise

AI never sees price, can't cite product

Après
Solution optimisée
📋 Scénario

JSON-LD schema in <head> with all key facts

⚙️ Que se passe-t-il

AI reads complete product data in 200 tokens

📈
Impact sur l’entreprise

Perfect visibility, consistent AI citations

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