Tool: Article & URL Summarizer

Paste a list of links and get back a clean summary and the key points for each one. Turn long articles, blog posts and documentation pages into something you can read in seconds.

Summary plain-language recap

Key points the takeaways as a list

JSON / CSV / Excel output formats

What it does

Give it one or more public article or web page URLs. For each link it reads the page and returns a structured record:

• title of the article or page
• summary in plain language, short, medium or long
• keyPoints, the most important takeaways as a list
• error when a page cannot be read

Use it to triage a reading list, brief a team, feed summaries into a newsletter, or build a research digest. Export to JSON, CSV or Excel, or pull it through the Apify API.

Paid plans only

This tool runs on the latest, most reliable premium AI models. Because each run has a real model cost, it is available to paid Apify accounts only. A run started from a free account stops immediately with an upgrade message. Upgrade your Apify subscription to a paid plan and run it again.

Who is it for

Use case	Who benefits
Research	Analysts turning a link pile into a briefing
Newsletters	Editors recapping the week's articles
Content teams	Writers scanning sources before drafting
Product	Teams summarizing docs and release notes

Input

• urls: a list of public article or web page links to summarize.
• length: short, medium or long summaries.
• maxItems: optional cap on how many URLs to summarize this run.

Notes

• Only public pages that can be read are summarized. Pages behind a login or paywall may return an error.
• The summary reflects what the page says. Always check the original source before you rely on a fact.

Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

• Summarize a Long Wikipedia Article to a Brief: Turn a long Wikipedia entry into a short readable summary that keeps the key facts, dates and names so you can study faster.
• Summarize a News Article Into Key Points: Get the main points of a breaking news article in seconds so you can stay informed without reading the full story.
• Summarize a Developer Documentation Page: Condense a dense API or framework docs page into a short overview so engineers can grasp the concept before reading details.
• Summarize Two Blog Posts at Once: Feed two blog posts and get a clean summary of each so you can compare ideas and pick the one worth reading in full.
• Summarize a Research Paper Landing Page: Turn a research paper page into a plain language summary so non specialists understand the findings and why they matter.
• Summarize a Product Launch Page: Extract the core value and features from a product launch page so sales and marketing teams get the pitch at a glance.
• Summarize a Government Policy Page: Simplify a government or regulation page into clear points so citizens and analysts understand what the rule actually says.
• Summarize a Financial Report Article: Pull the headline numbers and takeaways from an earnings or finance article so investors save time before market open.
• Summarize a Recipe and Cooking Page: Skip the long story and get just the ingredients and steps from a recipe page so you can start cooking right away.
• Summarize Three Competitor Homepages: Summarize three competitor homepages together to compare positioning and messaging for a quick market research snapshot.

Export, API and AI agents (x402 + MCP)

Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.

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