Do you only sell ready-made datasets?

No. Ready-made collections are a starting point. Most customers ask for a custom cut — specific geography, fields, sources or schedule — or for a completely new source.

How much does a dataset cost?

It depends on the sources, the number of records and how often you need updates. Start with a free sample — once you’ve checked the data, we’ll send a quote.

How fresh is the data?

Every record includes the date it was collected. Take a one-time snapshot or subscribe to daily, weekly, monthly or quarterly updates — and re-collect any individual record live through our API.

Can I see the data before I buy?

Yes. We send sample rows built to your specification, together with a data dictionary, so you can check coverage and quality against your own list.

How is the data delivered?

As CSV, JSON, JSONL or Parquet — once, or as regular updates on the schedule you choose. You can also query the same data live through our API and MCP server.

Can I use the data to train AI models or inside my product?

Usage rights depend on the dataset and the source. We agree them with you for each project, before delivery.

I already use the Anysite API. Why would I need a dataset?

The API is best for live lookups and agent workflows. A dataset is better when you need millions of records at once, a full historical snapshot, or regular updates on a fixed schedule. Both run on the same data layer.

//Anysite Datasets

Any Dataset. From Any Source on the Web.

Tell us what data you need — we build it from our 900+ sources or from any site you name, keep it fresh, and deliver it where your team works.

Free sample built to your spec · no commitment

Browse ready-made datasets ↓Contact us

> request: restaurants in London · menus · reviews (12 mo)

>sources matched4

>entities resolved1 per venue

>fields38

>sampleready for review

>deliveryParquet · weekly updates

✓ dataset spec approved

900+web sources already connected

850M+professional profiles

70M+company profiles

45M+restaurant reviews

Any sitebuilt on request

The Old WayWith Anysite

The Old Way

With Anysite

We build the source you’re missing.

If the data is on a public web page, we turn it into a structured dataset — whether it’s in our catalog today or not.

The Old Way

With Anysite

Fresh, and you can check.

The Old Way

With Anysite

One entity, every signal.

Ready-Made Datasets

Collections we already collect and keep current. Take them as they are, or have us cut them to your geography, fields and schedule.

Companies & People

Firmographics for 70M+ companies and 850M+ professional profiles — roles, experience and education — for sales platforms, AI agents and market mapping.

industry
headcount
location
website
job title
experience
education

Restaurants: Reviews & Menus

45M+ restaurant reviews with sub-ratings, plus venue details and menus from booking, delivery and review platforms worldwide.

rating
review text
venue
cuisine
menu items
prices

Job Postings

Openings from global job boards and company career sites — including regional boards most data vendors don’t cover.

title
company
location
salary
posted_at
skills

Startups & Funding

Startups, founders, launches and funding rounds, joined with the company’s team and hiring data.

founders
funding rounds
investors
launches
batch
headcount

Anything Else

E-commerce prices, real estate listings, app store reviews, public registries, procurement tenders, social posts — or a source nobody has on their list yet.

Structured, Documented, Dated

Every dataset ships with a data dictionary and a collection date on every row — so you know exactly what you’re getting before you commit.

Example: restaurant reviews. All rows are fictional.
venue_id	venue_name	city	rating_overall	rating_food	review_text	collected_at
ven_3c91e0	Trattoria Verdi	London	4.5	4.7	Handmade pappardelle, worth the wait. Service was slow but w…	2026-09-28
ven_7a02b4	Osteria Luna Blu	London	4.0	4.3	Great cacio e pepe, the tiramisu was a little too sweet for…	2026-09-28
ven_1f5d88	Pasta & Basilico	London	3.5	3.0	Booked for eight, seated at nine. Food was fine once it arri…	2026-09-27
ven_c40e19	Il Forno Piccolo	London	5.0	5.0	Best Neapolitan pizza we have had outside Naples. Tiny room,…	2026-09-27
ven_9b6a27	Cucina Sorella	London	4.5	4.0	Lovely set lunch menu and a friendly sommelier. Portions a b…	2026-09-26

Example: restaurant reviews. All rows are fictional.
field	type	description	example
venue_id	string	Stable venue ID, kept across deliveries	ven_3c91e0
venue_name	string	Venue name as listed	Trattoria Verdi
city	string	City of the venue	London
rating_overall	float	Overall rating, 1–5	4.5
rating_food	float	Food sub-rating, 1–5	4.7
review_text	string	Full review text	Handmade pappardelle, worth the wait…
collected_at	date	Date the record was collected	2026-09-28

JSON · JSONL · CSV · Parquet

If It’s on the Web, It Can Be Your Dataset

Our catalog is where we start, not where we stop. Name any public site — a regional marketplace, a government portal, a niche directory — and we’ll build a reliable dataset from it.

01
Describe
Tell us the sources, fields, geography and how often you need updates. A sentence is enough to start.
02
Review a sample
We build the collection and send sample rows with a data dictionary. You check them against your own list.
03
Approve the spec
Fields, schema, volume and delivery are fixed in writing. No surprises in production.
04
Stay up to date
Take it once, or subscribe to updates — daily, weekly, monthly or quarterly. We monitor the source and fix breakages on our side.

company registriesjob boardsATS career pagesfood delivery appsrestaurant booking sitesreview platformsapp stores

e-commerce marketplacesreal estate portalspublic tendersSEC filingsstartup directoriesproduct launch sitesdeveloper platforms

news sitesforums & communitiescrypto & DeFitravel sitesacademic paperssanctions lists

One Record, Every Signal

Most vendors sell one source at a time. We merge them — so each company or venue arrives as a single, complete record.

company profile
job postings
funding & launches
reviews & mentions

{
  "company_id": "cmp_8f2a…",  "name": "Example Foods Ltd",  "headcount": 240,  "open_roles": 12,  "last_funding": "Series B · 2026-05",  "avg_rating": 4.3,  "collected_at": "2026-09-28"}

One-Time or Always Current

Formats

CSV
JSON
JSONL
Parquet

Updates

One-time snapshot, or a subscription to updates on the schedule you pick: daily · weekly · monthly · quarterly

Plus: live access for your agents.

Every dataset is backed by the same live data layer as our API and MCP server. Query it from Claude, Cursor or ChatGPT, or re-collect any record on demand when you need it fresher than the last update.

Built for Teams That Run on Data

AI & ML teams

Domain-specific corpora for training, fine-tuning, RAG and evaluation — with source and date on every record.

Data product builders

Feed your sales, HR or analytics platform with bulk data and regular updates, merged into one schema.

Investors

Screen markets, source deals and back due diligence with hiring, product and review signals across thousands of companies.

Food & consumer brands

Menus, prices and reviews at venue level, across cities and delivery platforms, refreshed as often as you need.

HR & workforce analytics

Job postings from global and regional boards to track hiring demand, skills and salaries.

Market research & consulting

One-off datasets for a market map, a TAM or a client project, without a long-term contract.

What You Can Check Before You Buy

Free sample first

Sample rows from your actual specification, not a curated demo.

Collection date on every row

Freshness you can verify, not a promise on a pricing page.

Data dictionary

Every field documented with type, description and example.

Deduplicated, stable IDs

The same entity keeps the same ID across deliveries.

Monitored sources

When a site changes, we fix the collection. Your updates keep arriving.

Publicly available data

We collect publicly available information and review compliance for every project, including how the data may be used.

Common Questions

Our catalog covers 900+ web sources — company data, job boards, reviews, e-commerce, real estate, public registries, startup data and more. If your source isn’t there, we can add it: in most cases, if the information is publicly available on a website, we can turn it into a structured dataset.

Get a Free Sample of Your Dataset

Describe the data in a sentence. We’ll build sample rows to your spec, with a data dictionary — no commitment.

Prefer email? Contact us at hello@anysite.io

Any Dataset. From Any Source on the Web.

We build the source you’re missing.

Fresh, and you can check.

One entity, every signal.

Ready-Made Datasets

Companies & People

Restaurants: Reviews & Menus

Job Postings

Startups & Funding

Anything Else

Structured, Documented, Dated

If It’s on the Web, It Can Be Your Dataset

Describe

Review a sample

Approve the spec

Stay up to date

One Record, Every Signal

One-Time or Always Current

Formats

Updates

Plus: live access for your agents.

Built for Teams That Run on Data

AI & ML teams

Data product builders

Investors

Food & consumer brands

HR & workforce analytics

Market research & consulting

What You Can Check Before You Buy

Free sample first

Collection date on every row

Data dictionary

Deduplicated, stable IDs

Monitored sources

Publicly available data

Common Questions

Get a Free Sample of Your Dataset