Endpoints

ScrapeClean markdown from one URL MapEvery URL on a site, one call CrawlWhole sites as one job SearchRanked results, already fetched ExtractTyped records from a schema BrandA company from its domain

Concepts

FormatsMarkdown, structured, links QualityConfidence on every response CreditsOne a page, failures free CachingFresh or cached, your call

Try it Run any endpoint on a URL of your own, no key

Web data for AI

Ground RAG in fresh contentCrawl a site on a schedule and pipe clean Markdown into your embeddings.Give an agent the live webSearch mid-answer and get results already fetched, cleaned and citable.Turn listings into a datasetPoint a JSON schema at a directory and get typed rows back.Watch pages for changesRe-run a set on a schedule and diff what came back.Track prices and competitorsMap a catalogue, pull every page, and extract the fields that move.

Company and brand data

Enrich a company from its domainOne call returns the name, industry, assets, palette and socials.Theme your app per tenantResolve a domain to a full design system and restyle your UI at runtime.Autofill onboardingTurn a work email domain into a filled-in company form.

All use cases Each one worked end to end, on real captures

DocsEndpoints, formats and limits BlogHow the engine is measured Extraction benchmarkWord-level F1 against the field Token indexWhat a page costs once it is clean

Talk to a human Thirty minutes, and bring your hardest URL

A domain is all you get. It is enough.

Turn the part after the at sign into a company record your team can act on. Name, legal name, industry classification, logo set, palette, typefaces, socials and links, read from the company's own site.

Get API key

{ "domain": "stripe.com" }200

nameStripe

legalNameStripe, LLC

naics.code5223

naics.sectorFinance and Insurance

colors[0]#533afd

socials7 profiles

one call · read from the company's own site

[ 01 / How it works ]

An email in. A record out.

Three lines end to end, and the middle one is ours. Nothing to ask the customer for, no vendor list to license.

Resolve

Take the domain off the email

A signup address, a billing contact, a row already in your CRM. Everything below starts from the part after the at sign.

const domain =
  user.email.split('@')[1];

Enrich

Ask for the company

One call returns the name, legal name, industry classification, logo set, palette, typefaces, socials and the links worth keeping.

const company = await hf.brand({
  domain,
});

Store

Write it to the record

Upsert on the domain. Re-run it on a schedule and the record follows the company when it rebrands.

await db.accounts.upsert({
  where: { domain },
  data: company,
});

[ 02 / The demo ]

The same four listings. One call apart.

A directory where every vendor arrived as a domain, and the same directory after each one was resolved. Four real captures, nothing filled in by hand.

4 listings · 0 classified

Vendor directoryno enrichment

Sstripe.comCompany recordunclassified

Industry: Not specified
About: No description available
Profiles: —
Links: —

Sshopify.comCompany recordunclassified

Industry: Not specified
About: No description available
Profiles: —
Links: —

Ddatadoghq.comCompany recordunclassified

Industry: Not specified
About: No description available
Profiles: —
Links: —

Ccanva.comCompany recordunclassified

Industry: Not specified
About: No description available
Profiles: —
Links: —

The listing is the product. A directory, a marketplace, a vendor list or an integrations page is only as good as the records in it, and a record holding a domain and nothing else reads as abandoned. Every field that arrives above came back from one call against the company's own site, including the industry code a rule can filter on.

[ 03 / Built for ]