Custom data solutions
Built around your target
One team designs, runs and repairs it. As your target changes, the pipeline changes with it.
Your target website is unique. Your data solution should be too.
When a site leans on dynamic content, logins, tokenised requests or its own protections, off-the-shelf scrapers quietly fail. We design a custom extraction system built around exactly how your target works — and keep it running as the site changes.
Free data sample in 48–72 hours — tailored quote within 24. No commitment.
Your target
Your data
dynamic · protected · unique
Custom build
schema
validated
delivered
Monitored
Maintained
What breaks
Why off-the-shelf scrapers break here.
Four things stop ordinary tools on the sites we get asked about most. If one of them describes your project, it is the kind of build we do.
Dynamic JavaScript
Exports and off-the-shelf tools come back empty, even though you can see the data on the page.
Content that loads through JavaScript, infinite scroll or single-page apps is invisible to simple scrapers. We render each page the way a real browser does, so nothing is missed.
Authentication flows
The data you need sits behind a login, an SSO step or a paywall.
Data behind logins, SSO or multi-step sign-in needs sessions handled correctly. We manage authentication cleanly and keep collection stable, run after run.
Rate limits
You need thousands of records on a schedule, and bulk runs come back short or corrupted.
Aggressive throttling and quotas quietly drop or corrupt bulk data. We pace and distribute requests so your collection stays complete and reliable at scale.
Custom protections
The target actively blocks automated access, and every scraper you have tried keeps breaking.
Many sites run bespoke bot-detection and tokenised requests. We build extraction designed for each site's specific behaviour — reliably and responsibly.
Two more we hear often: the data is spread across many sites in different formats and needs unifying, or a previous scraper — in-house or freelance — keeps breaking. Both are custom builds too.
How it works
From your brief to clean data in your stack.
No two briefs produce the same system — the panel shows the kind of shapes that come out. The path each one takes is the same six steps.
The brief
- target
- 3 retail sites
- data
- price + stock
- in the way
- login + captcha
- cadence
- hourly
The build
- route
- private API
- format
- JSON
- delivery
- webhook
- maintained
- ongoing
Analyse the target
We map exactly how your target site loads, authenticates and protects its data.
Design the workflow
We design an extraction workflow around that site's real behaviour — not a generic template.
Build
We engineer the collectors, session handling and request logic your target needs.
Test
We validate accuracy and completeness against the live site before anything ships.
Monitor
We watch every run and detect breakage the moment the site changes.
Maintain
We adapt and repair the system over time, so your data keeps flowing.
What you get
What you get
- A pipeline designed around your exact requirements
- Any source — websites, mobile apps or APIs
- Any format and delivery method
- Fully managed, monitored and maintained
- One accountable team behind it all
Why us
Why teams bring their hardest targets to ScrapingBuddy
Owned end to end
Analysis, build, testing, monitoring and maintenance — one team, one point of contact.
It keeps working
When your target changes, we detect it and repair the pipeline before your next delivery.
Any source, any format
Websites, mobile apps or APIs, delivered in whatever shape and cadence your systems need.
Honest & accountable
We'll tell you straight whether we're the right fit — and an honest 'no' if we're not.
What lands
Records shaped to your schema, not ours.
You tell us the field names, the types and the cadence. Every record arrives stamped with where and when it came from, validated against that schema and de-duplicated on your keys — so nothing downstream has to clean up after us.
record
#0000481
webhook · hourly
field
value
guarantee
- captured_at2026-08-15 09:00Zstamped
- sourcetarget_aattributed
- skuAB-4471-Kyour key
- price24.99 GBPtyped
- in_stocktruetyped
- validated against schema
- de-duplicated on your keys
checking
…
Questions
Frequently asked questions
What if my project is unusual or complex?
That's our favourite kind. Send us a brief and we'll tell you honestly whether we're a fit — and if we are, we'll design a pipeline around it.
Can you collect data from mobile apps, not just websites?
Yes — when data only lives inside an app, we work directly with the app's own data services to collect it, using real devices and a fully managed setup.
How fast can we see results?
We'll send a free sample within 48–72 hours and, once approved, most pipelines are shipping within two weeks.
What happens when the target site changes?
That's on us, not you. We monitor every pipeline, and when a site changes its layout or protections we detect it and repair the collector — usually before your next delivery, so your data keeps flowing.
Is this a one-off, or an ongoing feed?
Either. We build one-off extractions and fully managed, always-on pipelines that run on your schedule. Most clients start with a sample, then move to a recurring feed.
How do we receive the data?
However your team works — a live API or webhook, an automated push into your warehouse (Snowflake, BigQuery, S3), or a simple CSV or Google Sheet, on the schedule you choose.
How does pricing work?
Every build is quoted to scope — the sites, the complexity and the volume. You get a free sample first, then a tailored quote within 24 hours, and you only commit once you've seen real data.
Custom data solutions
Bangladesh · est. 2024
Send us the one thatkeeps breaking.
Free sample
48–72 hours
Tailored quote
within 24 hours
You decide
no commitment
Request your free sample
Tell us your target sites and the data you need. We'll send a free sample of custom data solutions within 48–72 hours — no commitment.
- Free sample within 48–72 hours
- A tailored quote within 24 hours
- No commitment, no lock-in
Your details stay private — used only to prepare your sample.
Prefer email? sales@scrapingbuddy.com — we reply within 24h.