Pulse

It's basically Russian public opinion intelligence. Type any query → scrapes VK + Telegram → AI analysis → structured result in under 60 seconds.

Pulse tells you what Russians actually think about any brand, film, product, or topic. You type a query, it searches Russian social media in real time, and returns:

• Verdict — one sentence conclusion
• Sentiment — % breakdown by emotion (злость, ностальгия, цинизм, восторг, тревога, юмор)
• Top 3 themes — what people are actually talking about
• 3 real quotes — with source channel
• Confidence score — 1-10 based on post count and relevance

Brand Analytics and IQBuzz charge 33,000+ RUB/month for enterprise social listening. Pulse targets SMBs and prosumers at 10x lower cost.

Use cases: e-commerce brands, film studios, FMCG, book publishers, PR agencies.

• Backend: FastAPI + Python 3.12
• Scrapers: VK API + Telethon (Telegram)
• AI: YandexGPT
• Database: PostgreSQL
• Deploy: Railway

https://web-production-fa8f8.up.railway.app

git clone https://github.com/marizok1709-pixel/pulse
cd pulse
python -m venv .venv
.venv\Scripts\activate
pip install -r requirements.txt
# add your .env file (see .env.example)
uvicorn api.app:app --reload

Work in progress. VK + Telegram scraping working. End-to-end pipeline in active development.

Built by Mark_Mitrofanov