Watching rivals is easy. Comparing them is the work.

Three pricing pages have three layouts, three vocabularies and, if you are not careful, three currencies. One schema across all of them turns that into a table you can actually read down.

Get API key

linear.app200

calls made1

urls returned988

releases found24

about agents10

credits1

permission needednone

one schema · every rival

[ 01 / How it works ]

One schema. Every rival.

The cost of competitive tracking is never the first site. It is keeping a parser alive per competitor, and rewriting one every time somebody ships a redesign.

Find

Locate the pages that matter

Map each site once and keep the handful of URLs worth watching. Pricing, changelog, careers, whatever your question actually lives on.

const { links } = await hf.map({
  url: rival,
});

Define

Name the fields once

One schema describes what you want from every rival. Their layouts differ, their markup differs, and none of that reaches your side of the call.

const schema = {
  plans: [{ name, monthlyPrice }],
};

Compare

Run it across all of them

The same call handles every site, so the output arrives already in one shape and the only work left is deciding what the movement means.

await hf.extract({
  urls: rivals,
  schema,
});

[ 02 / The demo ]

Everything a competitor shipped this year, from one call.

No announcement, no account, no scraping their app. A changelog that publishes dated URLs is a public record of what a company decided to build, and reading it takes a single request.

linear.app · releases in 2026POST /v1/web/map988 urls · 1 credit

10 of their 24 releases this year are agents, MCP or coding.

That is a roadmap. Nobody sent it to you.

agent workeverything else

20 AugCoding environments
13 AugTeam initiatives
30 JulCoding sessions on mobile
23 JulAgent assisted editing
20 JulIntroducing Loops
02 JulInitiative properties
18 JunAgent assisted project updates
11 JunCoding sessions
04 JunTeam documents
27 MayLinear diffs
21 MayProject Slack channels
14 MayCode intelligence

30 AprReleases
23 AprLinear agent MCP support
16 AprLinear for Microsoft Teams
09 AprMulti level sub teams
02 AprWeb forms for Linear Asks
24 MarIntroducing Linear agent
12 MarUI refresh
26 FebDeeplink to AI coding tools
13 FebAdvanced filters in private teams
05 FebLinear MCP for product management
29 JanTime in status
22 JanNavigation in Linear mobile

read from their sitemap on 2026-08-25 · no account, no announcement, no permission

Every dated URL is a dated decision. The slugs above came back inside an ordinary sitemap, so the dates, the titles and the order are all theirs. Run the same call against the rest of your market on a schedule and the question stops being what a competitor announced and becomes what they have been quietly working on for the last six months.

[ 03 / Built for ]