Capabilities
- 01
Market Research Systems
Automated tools that discover profitable keywords and content gaps by analyzing search intent, content patterns, and competitor coverage, then turning that into ranked keyword maps and action lists.
- 02
Platform Data Collection
Where available, we collect structured data using official APIs (e.g., YouTube API services / X API endpoints), with proper authentication, caching, and governance.
- 03
Lead Discovery Pipelines
Build scrapers/collectors (where permitted) that find leads from niche sources like job sites, directories, listings, and communities, then normalize them into a usable lead database.
- 04
Lead Enrichment & Qualification
Enrich raw leads with metadata: category tags, country/region, activity signals, relevance scores, and custom rules, so outreach targets are prioritized automatically.
- 05
Cleaning & Deduplication
Automatic duplicate removal, entity matching, formatting normalization, validation rules, and “confidence scoring” so datasets stay accurate and reliable as they scale.
- 06
Real-Time Alerts
Track changes over time (new posts, new jobs, price/keyword shifts, trend spikes) and push alerts to Telegram/email/dashboard when thresholds are hit.
- 07
Export, Reporting & Dashboards
Deliver results in the formats teams actually use: Google Sheets, CSV, Airtable-style tables, internal dashboards, or API endpoints, plus scheduled reports.
- 08
Infrastructure & Throttling
Rate-limited, retry-safe pipelines with queues, logs, and backoff to avoid overload and keep systems stable.
What we build
- Automated lead-scraping pipelinesContinuous, deduplicated lead extraction from the sources that matter, pushed straight into your CRM.
- B2B lead-generation systemsEnd to end from sourcing to enrichment to verified contact, built on official APIs rather than brittle scrapers.
- Competitor & market monitoringTrack pricing, listings, and signals across sources and surface the changes worth acting on, in real time.
How we work
A tight loop from description to running system. You always know the scope, the timeline, and what you get back.
Describe
Tell us the process that eats your team's time, in plain language. The inquiry assistant shapes it into a structured brief while you type.
Scope
We translate the brief into a fixed scope with a clear timeline and a confirmed estimate. No open-ended retainers, no surprises.
Build
We write the system from the ground up and ship in focused milestones, with async updates and live checkpoints in your working hours.
Run
The system goes live on infrastructure you control, documented and monitored. You get back the hours it was built to reclaim.
Frequently asked questions
Is web scraping legal?
It depends on the source and jurisdiction. We only build scrapers that operate within legal boundaries, using public data, official APIs where available, and respecting robots.txt and terms of service. We advise clients on compliance.
What data formats do you deliver?
CSV, Google Sheets, Airtable, JSON, direct database insertion, or API endpoints. We also build dashboards for ongoing data monitoring and scheduled reports.
How many leads can your systems generate?
Depends on the niche and source availability. Our production pipelines typically deliver 50-500+ qualified leads per day with automated enrichment and scoring.
Related work
Related services
- Automation & BotsAutomate outreach and delivery on top of scraped data.
- Crypto & Market AnalyticsTurn on-chain and market data into signals and alerts.