Turn publicly available web data into a clean, structured feed — market research, price and competitor monitoring, and custom scrapers that keep running.
10 services in this discipline. Each one says what it includes and how we approach it — no jargon, no vague promises.
01
Structured, scheduled collection of publicly available data from almost any website.
We build collectors that run on a schedule, handle pagination and rate limits politely, and store results in a structured, queryable form. Only publicly accessible data is collected, and we work within robots directives and applicable terms of use. Scrapers are monitored, because sites change and a silent failure is worse than a loud one.
02
Pull the specific fields you need out of pages, PDFs or documents into a clean dataset.
Specific fields are pulled out of pages, PDFs or documents and mapped into your schema, including the awkward cases where layout varies between records. Output is validated against expected types and ranges so downstream systems don't choke on surprises. Anything that fails validation is reported rather than guessed at.
03
Structured company and market datasets built to your criteria, from publicly published sources.
Company-level research built to your criteria — industry, geography, company size, technology in use — compiled from publicly published sources such as company websites, public registries and open directories. Delivered in whatever format your systems import cleanly, with the source URL and collection date on every record so anything can be traced back. This is firmographic and market intelligence for research, sizing and territory planning. We do not compile or sell personal contact lists, and we do not supply data for unsolicited outreach.
04
Track competitor pricing over time and get alerted the moment something changes.
Competitor prices are checked on your schedule and stored as a time series, so you can see trends rather than only today's number. Alerts fire when a price crosses a threshold you define, delivered wherever you actually read messages. Historical data makes it possible to see who leads and who follows on price.
05
Watch listings, launches and content changes across rival sites automatically.
New listings, product launches, pricing page edits, job postings and content changes are tracked automatically across the sites that matter to you. Changes are summarised into something readable rather than delivered as raw diffs. You choose the frequency, from hourly for fast-moving markets to weekly for slower ones.
06
Catalogue-scale product specs, images and availability, kept current without manual work.
Catalogue-scale collection of specifications, images, variants and availability, refreshed often enough to stay accurate. Useful for marketplaces, comparison sites, and for keeping your own listings current against supplier changes. Images are fetched and stored alongside the structured data.
07
Listings, prices and amenities from property portals, refreshed on your schedule.
Listings, prices, locations, amenities and the listing agency’s public name from property portals, normalised across sources so records are genuinely comparable. Historical snapshots let you track how a market is moving rather than only seeing its current state. Deduplication across portals is handled, since the same property is often listed several times.
08
Purpose-built crawlers for sites with logins, pagination or heavy JavaScript rendering.
For sites that require authenticated sessions, render heavily in JavaScript, or hide data behind multi-step navigation. Built to fail loudly and recover cleanly rather than silently returning empty results that look like real data. We stay within acceptable, lawful use and will tell you plainly if a target isn't appropriate to scrape.
09
Deduplication, normalisation and validation so the data is trustworthy before you use it.
Duplicates removed, formats normalised, missing values handled explicitly and every record validated against rules you define. The output is data you can actually base decisions on rather than something you half-trust. Cleaning rules are documented, so the same standard applies to every future batch.
10
Aggregation, enrichment and export straight into your database, sheet or CRM.
Aggregation, enrichment from additional sources, scoring and export straight into your database, Google Sheet, CRM or BI tool. The whole chain runs automatically once it's set up, on whatever schedule suits you. Failures are alerted rather than silently skipped.
Intelligent systems that take repetitive work off your team — from LLM-powered assistants to end-to-end business process automation.
Production-grade Telegram bots for sales, support, payments and trading — built on the official Bot API and ready to scale.
Reach customers where they already are. Official WhatsApp Business API setup, chatbots, broadcasts and CRM-connected workflows.
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Tell us what you are trying to do. If we are not the right people for it, we will say so.