Marketing Budget Protection

Never Waste Paid Ad Traffic Again (Zero Lost Leads)

A single click in Google Ads or LinkedIn Ads often costs $10 to $50. If a prospect submits an inquiry after hours at 7:00 PM and waits until 9:00 AM for a reply, they've already moved on to a competitor. That ad spend is gone.

💡 The Sales Effect: The RAG agent responds in sub-second latency, queries live company data, qualifies the prospect, and books the sales call straight into the calendar — around the clock.

Fast Data Vectorization

Turn Any Client Data Source Into Instant Knowledge

With Google Agent Development Kit (ADK), long integration projects are unnecessary. Knowledge sources connect directly:

  • Websites & Sitemaps: Automatic vector indexing of product pages, FAQs, and docs via Vertex AI Search.
  • PDF Documents & Catalogs: Technical spec sheets, user guides, and price lists indexed in minutes.
  • Databases & CRM: Real-time mapping to inventory data and FAQs.
Live Architecture & Production Stack

Google ADK & Cloud Run Infrastructure Teardown

The agent runs as an isolated microservice on Google Cloud Run in Frankfurt am Main:

  • Framework: Google Agent Development Kit (ADK) + Gemini 3.1 Flash.
  • Vector Engine: Vertex AI Search Data Store for live sitemap sync.
  • A2A Discovery (Agent SEO): Publicly discoverable via https://azhyshchev.de/.well-known/agent-card.json following the Linux Foundation / Google A2A protocol.
  • GDPR Compliance: 100% EU data locality without raw API keys in code (IAM ADC authentication).
Future of B2B Sales

Agent SEO (A2A Protocol): Making Your Services Discoverable to Foreign AI Agents

Beyond human SEO, Agent SEO (Agent-to-Agent Discovery) is becoming essential. B2B buyers rarely search Google manually — they deploy autonomous AI agents to scan the market and vet vendors.

To let agents communicate across frameworks (Google ADK, LangChain, AutoGen) and LLMs (Gemini, GPT-4, Claude), Google created the A2A Protocol and transferred its governance to the Linux Foundation.

How A2A Discovery Works in Practice:

  • 1. Digital Agent Passport: The server hosts a manifest at /.well-known/agent-card.json listing advertised skills (B2B Process Automation, DATEV Invoice Pipelines, GCP Architecture), endpoints, and languages.
  • 2. Registry Indexing: The manifest is listed in registries like Google Cloud Agent Registry and a2a-registry.org.
  • 3. Autonomous B2B Inquiry: When an external agent searches for automation expertise, it reads the agent card, verifies capabilities, and sends a REST request to Cloud Run in milliseconds.

The Result: The AI Sales Assistant answers using indexed domain knowledge, qualifies the lead, stores the record in Cloud Firestore, and sends an instant Telegram alert to the sales team.

Stop Leaking High-Intent B2B Leads Today!

Let's schedule a 30-minute strategy call to analyze how to vectorize your knowledge base and protect your ad budget.

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