RoviLead Hunter

Internal B2B prospecting system that audits domains, scores leads, recommends tech and drafts outreach. Automated pipeline with scheduler, web panel and REST API.

Python FastAPI PostgreSQL Redis OpenAI

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Project overview

Project built by RoviDev Studio: a B2B prospecting engine with 24/7 web audits. It audits domains, scores leads, recommends tech and drafts outreach automatically…

24/7Automated pipelineScheduler running continuous domain audits.

ScoreQualified leadsScoring based on SSL, SEO, performance and stack.

Audit6 dimensionsSSL, headers, SEO, performance, stack and contacts.

OutreachAI draftsEmails generated with OpenAI, sent via Resend/SMTP.

Problem → Solution

The challenge

Finding companies with weak websites that need improvements is manual and slow.
Qualifying leads requires technical audits that take hours.
Personalised outreach doesn’t scale without smart automation.

The RoviDev Studio delivery

Automatic audits of SSL, headers, SEO, performance and tech stack.
Lead scoring with tech recommendations and prioritisation.
Pipeline with APScheduler and an RQ queue for background processing.
Email draft generation with OpenAI and integrated sending.

What’s inside

Audit

6 dimensions

SSL, security headers, SEO, performance, stack and contacts.

Scoring

Prioritised leads

Automatic scoring with tech recommendations.

Pipeline

Automated 24/7

Scheduler + RQ for continuous background processing.

Panel

Internal web

Dashboard with leads, audits and pipeline status.

Outreach

AI emails

Drafts generated with OpenAI, sent via Resend/SMTP.

API

Full REST

Endpoints to integrate with CRM and external tools.

Stack & architecture

BackendFastAPI + SQLAlchemyREST API with Alembic migrations.

QueueRedis + RQBackground jobs with scalable workers.

DBPostgreSQLPersistence for leads, audits and outreach.

AIOpenAIPersonalised email draft generation.

SchedulerAPSchedulerAutomated prospecting pipeline.

InfraDocker ComposeReproducible deployment with all services.

Want a project like this?

RoviDev Studio designs, builds and ships custom digital products. Tell us your idea.

Request a quote contacto@rovidev.com

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