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About Data Tooly

Free, honest data tools: build the query, preview the data, and run it at scale only when you need to. Here is who builds the site, how it works, and how it makes money.

Updated · By Omar Eldeeb

Who builds it

Data Tooly is built and maintained by Omar Eldeeb, a data engineer who publishes 28 production data-extraction actors on the Apify Store under the handle constructive_calm. Every tool on this site sits in front of one of those actors, and every guide is written from the experience of building them.

What this site is

Data Tooly is a static collection of 28 free, no-login data tools grouped into 18 categories, plus 28 long-form guides. Each tool answers one concrete question about a public data source — what a company is hiring for, what an app ranks, what a Reddit search returns — and hands its exact configuration to an Apify actor when you need the same thing in bulk, on a schedule, or as clean JSON or CSV.

Live tools vs. query builders

Every tool is exactly one of two kinds, and the page says which:

  • Live tool (5 today): genuinely fetches real data in your browser. This is only possible when the source's public API allows cross-origin browser requests and needs no header a browser cannot send.
  • Query builder (23 today): assembles a ready-to-run query and shows a fixed, bundled sample that is clearly labelled “Example output — a fixed sample showing the data shape, NOT live results for your query.” A builder never presents a static sample as results for what you typed.

When in doubt a tool is a builder. A source is only marked live after its browser access has been tested.

Where the data comes from

The live tools call public sources directly from your browser — there is no server in between:

The example tables on query-builder pages are fixed samples bundled with the site to show the output shape of the matching actor. The actors themselves run on Apify and collect public data only; respect each source's terms when you use them.

Affiliate disclosure

Links to apify.com on this site carry an affiliate parameter (fpr=v77kxu). If you sign up for Apify through one of them, the site may earn a commission from Apify at no extra cost to you. Separately, Omar Eldeeb publishes the actors the tools link to, so running them on Apify's pay-as-you-go pricing also generates revenue for the author. The browser tools themselves are free and stay free.

Privacy

Data Tooly uses Google Analytics 4 to count visits and see which pages are useful; Google Analytics sets cookies in your browser for this. There are no accounts, no sign-up, no forms and no newsletter. The site is static with no backend of its own: what you type into a tool is processed in your browser and, for live tools, sent directly to the public source listed above — it is not collected or stored by this site.

Contact

Found a bug or an inaccurate claim? Open an issue or reach out via GitHub.