CASE STUDY 2025
Less searching,
more selling.
Automatic enrichment of financial data and context about companies directly into CRM before the first call.
Impact
-20 min
/ lead
Manual Lead Research
Sales reps spend time on Justice.cz and LinkedIn instead of calling. Data in CRM is incomplete.
AUTOMATION
Manual Research
Justice.cz, LinkedIn, Google
SELF-SERVICE
CRM Enrichment
TechCorp Inc.
E-commerce • Berlin
Est. Revenue$5M - $10M
Tech Stack
ShopifyKlaviyo
Likely expanding to DACH region based on recent job postings.
Sync to Raynet Complete
Powered by Raynet & AI
The Blueprint
Engine Architecture
Lead creation, web analysis, data extraction, and Raynet update.
Tech Stack
SMBRaynet
CRM
StandardMake
Orchestration
Pro PlanOpenAI
Analysis
Pay-per-tokenApify
Scraping
Usage⚡ Implementace: 1–2 týdny, rychlý start s SaaS nástroji
Vibe Coding Process
How did we build it in 3 days? We skipped lengthy specifications and went straight to code.
Time-20 min / lead
Quality100% Data
DAY 01 — MAPPING
API Mapping
Mapping ARES and Raynet APIs.
DAY 02 — PROMPTING
Web Analysis
Prompting for web summarization.
openai.ChatCompletion.create(...)
DAY 03 — DEPLOY
Production
Deployment for the sales team.
Measured Results
Quality
Readiness
Sales rep knows context before "Hello"
Budget
Data Hygiene
No duplicates, always up-to-date addresses
"Data-driven sales is not about lead quantity, but context. Automation removes blindness."