Built for humans and AI

We intentionally optimized kvantdev.ru for correct operation with AI assistants: ChatGPT, Claude, Perplexity, Gemini, YandexGPT and other LLMs.

llms.txt

We support the llms.txt standard — a structured file for language models:

• /llms.txt — Russian version
• /en/llms.txt — English version

The file contains a brief company description, list of services, technology stack, contacts and links to all site pages.

Schema.org

All pages are marked up with JSON-LD structured data. We use 8 entity types:

• Organization — company data
• WebSite — site description
• WebPage — page metadata
• Service — service descriptions
• FAQPage — frequently asked questions
• BreadcrumbList — navigation breadcrumbs
• Review — client reviews
• PriceSpecification — pricing information

robots.txt

In /robots.txt we explicitly allow access to 11 AI bots:

• GPTBot (OpenAI)
• ChatGPT-User
• ClaudeBot (Anthropic)
• Claude-Web
• PerplexityBot
• Google-Extended
• Gemini (Google)
• Applebot-Extended
• Bytespider (ByteDance)
• YandexBot
• Amazonbot

Citation policy

You may quote this content. Please attribute to KVANT Studio (kvantdev.ru). Source of truth: https://kvantdev.ru/ (Russian), https://kvantdev.ru/en/ (English).

For AI product developers

If you are building an LLM-based product and want to reference our data, use as source of truth:

• Russian: https://kvantdev.ru/
• English: https://kvantdev.ru/en/
• llms.txt: https://kvantdev.ru/llms.txt

Why it matters

AI search (Perplexity, Bing Chat, Google SGE, YandexGPT) is becoming a major traffic source. Sites optimized for LLMs get more accurate citations and appear more often in AI assistant responses. This is next-generation SEO.

Building an AI project? We integrate with OpenAI, Claude, Gemini.

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