Each industry reads web data differently — a grocer needs ZIP-level prices, an airline needs booking curves, a brand needs digital shelf signals. We tailor schema, sources and delivery to eight US industries, with the same fast, reliable pipeline behind each.
The engineering is shared; the schema, sources and use cases are tailored to each sector's reality.
US industries with dedicated schema, sources and use cases.
Solutions mapped across those industries.
From scope confirmation to a validated pilot dataset.
US-focused sources, schema and support hours throughout.
Pick your sector to see the challenges, roles and solutions we cover for it.
Competitor pricing, assortment and content data for US retailers, brands and marketplaces competing across dozens of sites.
View industry →Hyperlocal, ZIP-level pricing and availability data for US grocers, CPG brands and quick-commerce platforms.
View industry →Menu, pricing, fee and performance data for US restaurant groups, food brands and delivery platforms.
View industry →Airfare, hotel rate and availability data for US airlines, hotels, OTAs and travel firms in a fast-moving market.
View industry →Property listing, price and rental data for US investors, brokerages and proptech firms across fragmented portals.
View industry →Channel pricing, digital shelf, review and brand-presence data for US consumer and CPG brands.
View industry →Seller, listing, pricing and Buy Box data for US marketplace operators, sellers and aggregators at scale.
View industry →Vehicle listing, parts pricing and fitment data for US dealers, parts retailers and automotive marketplaces.
View industry →We tailor the schema and sources to your sector — the delivery process stays consistent and transparent.
Tell us your industry, targets and the fields you need.
We configure an industry-tuned pipeline and validate it.
Clean output via CSV, JSON, API or dashboard.
Scheduled updates with monitoring and alerts.
We serve US retail and ecommerce, grocery and quick commerce, food delivery, travel and hospitality, real estate, consumer brands, online marketplaces and automotive and auto parts companies.
Our pipelines are industry-agnostic. If your sector is not listed, contact us — we can scope a custom web data pilot for almost any industry that relies on public web data.
Yes. Each industry has its own schema, sources and use cases. We configure the pipeline and fields around how teams in that industry actually use the data.
Most industry pilots deliver a first validated dataset within 3 to 7 days of confirming the scope, target sites and required fields.
Tell us your sector and scope and we'll return a sample dataset within 1 business day.