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Summarization API

A faithful summary of any URL, in Markdown

The substance of a page, start to end, without the navigation, ads and comments — ready for a digest, a preview or a model's context window.

By · Last updated: October 2026

TL;DR

POST a URL to /summarize and get a Markdown summary of the page's main content: three to five paragraphs that cover every major section in the page's order, written in the page's own language, with nothing the page does not state. The page is rendered in a real browser and its navigation, ads and comments are left out. 17 credits per page.

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The request

One POST, one bearer token

POST /summarize
curl -X POST https://urlpipe.dev/summarize \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"url": "https://example.com/blog/launch", "sync": true}'
Response (text/plain)
The post announces version 3 of the product, which moves rendering into
the browser and drops the separate export step.

It walks through the three changes users will notice: faster previews,
**offline editing**, and a new sharing dialog. Existing projects open
unchanged; the old export command keeps working until the next release.

It ends with pricing, which stays the same, and a link to the migration notes.

The summary

What the summary is held to

  • The whole page, not its opening. Every major section gets at least a sentence, in the order the page takes them, through to what it ends with.
  • Only what the page says. No facts, context or opinions added, and no detail the page does not state.
  • The page's own content. Reader comments, reviews, ads and the other pages a site suggests alongside are left out.
  • Three to five paragraphs of Markdown, with emphasis and lists where the content calls for them, and no heading, label or preamble to strip.
  • In the page's language. A German article is summarized in German.

A page that is a list — a front page, a feed, search results — is summarized as one: what kind of list it is, what it shows for each item and what the items are about in general.

Pipeline

How it works

The page is rendered in a real browser, so JavaScript-built pages are complete. It is reduced to its readable content — the article, the product, the documentation — before a language model writes the summary, so the navigation and sidebars never reach it. A link to a PDF or text file is summarized from its text (documents & files). The /summarize reference has the parameters.

Use cases

What people build with it

  • Digests. A newsletter, a Slack channel or a daily briefing built from a list of links.
  • Link previews with substance. A paragraph about what a shared page actually says, beside the title and image from the metadata API.
  • Research triage. Decide which sources deserve a full read before anyone opens them.
  • Short context for a model. A summary when the whole page would crowd the context window; the Markdown API when the model needs every word.
A digest from a list of links
import requests

links = ["https://example.com/a", "https://example.com/b"]
digest = []
for url in links:
    res = requests.post(
        "https://urlpipe.dev/summarize",
        headers={"Authorization": "Bearer YOUR_API_KEY"},
        json={"url": url, "sync": True},
    )
    digest.append(f"## {url}\n\n{res.text}")

print("\n\n".join(digest))

Choosing

Summary or Markdown?

A summary costs 17 credits: a language model writes it. If the next step is your own model, /markdown returns the full content for 1 credit and lets your model summarize as part of its own work. Take /summarize when the summary itself is what you deliver. A page you already summarized is answered for free while the stored result is fresher than max_age, and a failed request costs nothing.

Limits

What it does not do

  • No length or style setting. Three to five paragraphs, in the page's language; there is no word count, bullet-only mode or prompt of your own.
  • No pages behind a login or a hard paywall: it summarizes what the page shows a visitor.
  • One page per request. It does not follow links or summarize a whole site.
  • Up to 10 MB of HTML, and public pages only.

Pricing

What it costs

CallCreditsFree (calls/mo)Starter (calls/mo)Pro (calls/mo)Scale (calls/mo)
/summarize17 credits581,1763,23510,294

Cache hits and failed requests cost nothing. Paid plans are never cut off: past the allowance, extra credits are $1.50 per 1,000 credits. See every plan.

FAQ

Frequently asked questions

Three to five paragraphs of Markdown, depending on how much the page covers.

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