Vetted engineers, not a marketplace
You don't hire individuals from us — you contract with a team that owns the pipeline end to end. No turnover risk, no handoff friction, no "the dev who built this is on vacation."
Managed scraping team
Hire web scraping experts — without the freelancer roulette.
Managed data pipelines from a team that owns the work end to end. Anti-bot handling, scheduled delivery, and compliance scoping included. Fixed monthly pricing — no per-request invoices.
What you actually get
Infrastructure included
Proxy rotation, headless browsers, anti-bot handling, schema validation, monitoring, and selector-drift alerts are all part of the service. You don't pay separately for the boring half.
Compliance scoping by default
Every engagement starts with a compliance review: source category, personal-data exposure, jurisdictional layer. You receive a documented data lineage. Your legal team sees a defensible record.
Fixed monthly pricing
Quoted by complexity, not by request count. No per-call surprise on the invoice. Volume changes within a band are absorbed; structural changes are renegotiated transparently.
How engagements work
1. Scoping call (free)
30 minutes. We confirm sources, fields, refresh cadence, compliance posture, delivery format, and rough effort. You leave with a concrete proposal and timeline.
2. Free CSV sample
Within 1–3 business days you receive a sample CSV against your real target URLs. No commitment, no credit card. If the sample doesn't match the schema, we iterate before you sign anything.
3. Production setup
Once you approve the sample, we move to a fixed-price monthly contract. First scheduled delivery typically lands within a week of signature.
4. Ongoing operation
Pipelines run on the agreed cadence with monitoring on every job. Source-side changes are part of the contract — we adapt and you stay informed without being on call.
Areas of expertise
Anti-bot evasion (Cloudflare, DataDome, PerimeterX, Akamai, Kasada)Headless-browser rendering at scaleResidential / mobile proxy rotationDistributed crawl orchestrationSchema validation & selector-drift monitoringPDF / scanned document extractionDirect CRM, ERP, BI, and warehouse integrationsGDPR / CCPA / HIPAA scoping
FAQ
Why hire VStock Data instead of a freelancer?
Two structural reasons. First, scraping at scale needs more than parsing logic — you need proxy infrastructure, anti-bot handling, monitoring, and on-call response when a target site changes. A freelancer can write the scraper but rarely operates the infrastructure. Second, the legal and compliance layer is real. We scope every engagement against current case law and document data lineage; freelancers typically do not.
Can we hire your team for a one-off project?
Yes. Many engagements start as a defined-scope project (legacy archive backfill, M&A due diligence, market research snapshot). Recurring delivery is optional, not required.
Do we own the data?
Yes. Output data ownership transfers to you on delivery. We retain the right to operate the underlying pipeline and reuse infrastructure (proxies, parsers) across clients. We do not resell client data or use it for any model training.
What's the typical price?
Fixed monthly contracts typically start in the low four figures and scale with complexity (number of sources, anti-bot intensity, refresh cadence, custom integrations). Scoping calls and sample deliveries are free — pricing is concrete, not a teaser.
Where are you located?
We operate as a globally distributed team. Contracts are entered through VSTOCK LIMITED. Scoping calls run on your time zone of choice.
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