Collection built for your sources
We assess access paths, locations and pagination for each website or mobile app, then build collection around the records you need.
Managed data collection / ScrapingBuddy
Custom web &
mobile scraping.
Your sources. Your fields. Your schedule.
We build and maintain the collection, so your team can work with the data.
Built for real operations.
Selected client projectsTicket intelligence~20MListings delivered daily
A daily operation maintained for 2+ years.
Read the case study Restaurant intelligence42Restaurant brandsBrand coverage within one restaurant data programme.
Read the case study Data engineering4-5 hrsProcessing, down from 3+ daysThe processing stage of a weekly restaurant data workflow.
Read the case studyThe deliverable
A dataset built around
your next decision.
Compare prices, track inventory, research markets or update internal systems. We agree the dataset scope around your goal.
Explore data sources- Your coverage
- Target websites or apps, markets, locations and record boundaries.
- Your structure
- Agreed fields, identifiers, types and rules for missing values.
- Your delivery
- CSV, JSON or another agreed format and destination, on the agreed schedule.
Example dataset blueprint
Restaurant menu data
Keep the item, its location
and its price connected.
- Source & location
- Where this menu was observed
- Item & variant
- The product, size and format
- Price & currency
- The source-displayed value
- Collection time
- When the record was captured
The work behind the dataset
Collection is the start. Reliability is the ongoing work.
For teams that need source-specific data, recurring coverage, or help maintaining a collection workflow.
See our quality and maintenance approachRecords that keep their meaning
We normalise and deduplicate records without losing source-specific detail, keeping identifiers, currencies, sizes and locations connected in the output.
Checks before delivery
We check required fields, types, coverage and freshness against the agreed scope. Missing values and partial results should stay explicit, never filled with guesses.
Ownership beyond the first run
For recurring projects, we agree reporting and handling of source changes, missing records and delivery issues, including maintenance and recovery scope.
From brief to delivery
Clear scope. A practical next step.
Share what you need
Send website URLs or app names, the data you need and how you plan to use it. Tell us whether you need a one-off dataset or recurring collection.
Agree the project
We review feasibility and available capacity, then agree scope, pricing and timing. Any sample or pilot is agreed separately.
Build and deliver
We implement and validate against the approved requirements. Recurring delivery and maintenance follow the agreed scope.
Can we review a sample before a larger engagement?
We can discuss a sample or pilot as part of the project review. Its fields, coverage, cost and acceptance criteria are agreed separately before that work starts.
What determines the price and first delivery date?
The sources, access requirements, record volume, markets, refresh frequency and processing all affect the work. We review those requirements and our available capacity, then agree pricing and timing before accepting the project.
What if the data is inside a mobile app or an account?
Share the app name or store link and the data you need. We assess the collection method and access requirements for that source. Account-based work is limited to accounts and data you are authorised to access; feasibility is reviewed before any delivery commitment.
Can the dataset include classification or enrichment?
Attribute extraction, classification, entity matching and summaries can be scoped alongside collection. We distinguish AI-derived fields from source facts and agree validation rules and additional costs before including them.
Your next data project
Your source.
Your requirements.
Share the websites or mobile apps and the data you need. We review feasibility and available capacity before discussing scope, delivery and pricing. Work starts only after both sides agree.
- Source-specific collection plan
- Any sample or pilot agreed separately
- Agreed fields, refresh schedule and quote
We review feasibility and available capacity before accepting a project. Scope, pricing and timing are agreed individually.
How we handle your enquiry
Your work email, project requirements, any first and last name or company you provide, and a label identifying this form are sent through Resend, our email delivery service, to our enquiry inbox. We use these details to review your project and respond, with your work email as the reply address.
Do not include passwords or API keys. Discuss confidentiality requirements with us before sending sensitive material.