Niche
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● Filing today
Defense tech analystsAnduril Lattice → procurement re-wiring· filed 4m agoPersonal finance · Gen Z'No-buy year' → wage-stagnation angle· filed 33m agoHealth policy operatorsSite-neutral rider back in the CR· filed 21m agoB2B SaaS · constructionProcore unbundles the estimator seat· filed 12m agoClimate & energyInterconnection queue is the bottleneck· filed 41m agoVertical SaaSSeat-based pricing cracks in the comments· filed 1h agoDefense tech analystsAnduril Lattice → procurement re-wiring· filed 4m agoPersonal finance · Gen Z'No-buy year' → wage-stagnation angle· filed 33m agoHealth policy operatorsSite-neutral rider back in the CR· filed 21m agoB2B SaaS · constructionProcore unbundles the estimator seat· filed 12m agoClimate & energyInterconnection queue is the bottleneck· filed 41m agoVertical SaaSSeat-based pricing cracks in the comments· filed 1h ago

Editorial intelligence for creators and their agents

Find the storiesworth writing about.

Most tools help you write. Niche helps you decide what’s worth writing. It reads primary sources — SEC filings, legislation and donor records, the forums where your niche actually argues — finds the story worth covering, picks the angle, and drafts it in your voice — with the sources attached, so you, and your readers, can check the work. Not a web search. Editorial intelligence for individuals and the agents working for them.

Start the 3-day trialSee how a run works →Full access · no card required

Already work in an agent? Connect Niche to Claude Desktop, Cursor, or the CLI →

The DeskLive · filing now

Now scanning

AI agents & developer tooling

Scan
Cluster
Rank
Decide
File
0sources
scanned

across 10 story clusters

Discussion threads
News beats
Pre-news signal
Niche forums
GitHub + release wires
Scanning live · 0 sources and counting

The budget · ranked candidates

streaming…
01
Pre-news 0.64σRelease wire13 src · 2h

Every agent framework quietly converged on the same tool-call schema. The moat moved to evals.

Tension
·.··
Filed ↗LinkedInXCarouselLong-form
02
● HotSecurity12 src · 3h

MCP server sprawl is the new dependency hell — and nobody's auditing what they connect.

Tension
·.··
03
Pre-news 0.57σProduct launch9 src · 6h

The 'agent books your travel' demos keep skipping the step that actually fails in prod.

Tension
·.··
04
Trend cluster14 src · 9h

Coding agents crossed from autocomplete to merge rights this quarter. Review didn't keep up.

Tension
·.··
05
Benchmark7 src · 1d

The context-window arms race quietly ended; retrieval quality is the new bottleneck.

Tension
·.··

↑ A sample desk — illustrative, not live data. The shape of the work: beats ranked by editorial tension. Click a niche to jump · hover to hold.

The workflow

Four steps.
Three decisions. One byline.

Most desks lose the morning to research that never becomes copy. Niche collapses that into a workflow with checkpoints — never autopilot, unless you ask for it.

Step

01

Name your niche

One line. “B2B SaaS for construction.” “Defense tech analysts.” Sharper niche, sharper signal.

Decision

02

Pick the thread

Ranked candidates by source density, freshness, and editorial tension. Dismiss, refine, open the evidence drawer.

Decision

03

Choose the frame

Three sharp angles per story — bolder, safer, analytical. Don’t like the lineup? Shift the lens: sharper, safer, contrarian.

Decision

04

Review and file

Platform-native copy. Edit in place, copy, schedule, or publish via OAuth.

What a run hands you

You finish a run with publish-ready assets, not a blank editor.

04 · Filed — LinkedIn post1,240 chars · 6 paragraphs

Everyone's reading the Lattice deal as Anduril's win. Read the appendix again. The terms describe a procurement category transition, not a contract — and three primes have analogous bids open right now.

The Lattice deal, re-read

It isn’t a contract.
It’s a category transition.

RidgelineNiche

↑ Image card · single still + text overlay, rendered from your Brand Kit (logo, colours, corner radius) · download to attach

Voice: analyst · skeptical · receipts-firstSample output

The structure

Built for the platform, not pasted into it.

Every output carries the same skeleton, shaped per platform. The X thread breaks at the turn. The carousel makes the receipt a slide. Same judgment, four native bodies.

Every draft shows where each claim came from, and flags the ones that aren’t yet corroborated. Authority you can audit, not authority you have to trust.

No source, no story.

What the desk does that yours can't

Six things, no hype.

01 /

Real signal, not keyword volume

The desk reads where your audience actually argues. If they're fighting about it in comments, it surfaces. If it merely ranks on Google, that's not signal.

02 /

Your voice, captured once

A short voice interview teaches archetype, tension habits, hook style. Applied to every piece without rewording it back into beige.

03 /

Platform-native by construction

LinkedIn doesn't read like a tweet. A carousel isn't long-form chopped up. Length, hook, structure, and CTA are built per platform.

04 /

Never repeats itself

The desk tracks every story you have filed and flags repeats. Your archive stays clean; your audience never sees the same take twice.

05 /

Brand kit, built in

Logo, colors, corner radius, photography pin. Visuals render as yours — not a stock template that screams “AI tool.”

06 /

Autopilot for Studio

Studio runs the pipeline on your standing niches and queues a curated inbox of ready-to-file ideas. Log in to the brief, make the calls.

Live · Runs inside your agent

The whole desk, driven by your own agent.

Niche is a live MCP server. When your agent needs to know what’s worth writing about — emerging narratives, the signals that matter, the strongest angle — it calls Niche directly: 25 tools spanning signal discovery, story discovery, and signal-to-story, through to draft and publish. Connect once and run the whole workflow from where you already work. No new app to learn.

connecthttps://api.nicheangle.com/mcp
Claude DesktopClaude CodeCursorany MCP client
Connect your agent →What is MCP? →

Pricing

Three days free. Every module unlocked.

The trial gives you everything for three days so you can decide on real work — no card to start. Then Creator pays per-module, Studio takes the bundle, and Operator runs the desk from your own agents.

Trial

$03 days

Full access for three days. Every feature, every module, every output. No card required to start.

  • 2,000 credits · ~9 typical runs
  • Every output format unlocked
  • Every module unlocked
  • 1 PAT — connect Claude / Cursor / CLI over MCP
  • Cancel before day 3 and pay nothing
Most picked

Creator

$39per month

For the working creator. Run the desk every day; pay only for the modules that match your beat.

  • 8,000 credits / month (~36 typical runs)
  • All base sources (news + reddit + HN)
  • Modules à la carte, $9/mo each
  • Voice profile + brand kit ingest
  • 1 PAT — connect Claude / Cursor / CLI over MCP
  • Writes for LinkedIn / X / Instagram / Substack
  • One-click publish to LinkedIn · export the rest

Studio

$99per month

Every module included. Watched niches on. Briefing emails. For the publisher running a real beat.

  • 30,000 credits / month (~136 typical runs)
  • Every module included
  • 5 brand profiles + 3 PATs
  • Priority verifier + render queue
  • Everything in Creator

Operator

$299per month

Agent-native. Auto top-up so the desk never stalls, unlimited brands, and a PAT per agent. For teams that run Niche from their own tools.

  • 80,000 credits / month + auto top-up
  • Unlimited brand profiles + PATs
  • Watched niches at scale
  • Agent-native MCP access (Claude, Cursor, CLI)
  • Everything in Studio

Studio includes every current module + every module that ships during your subscription.

File something worth filing

Your next story is
already out there.

Tell the desk your niche and go. No card, no setup. Three days of full access — pull a real run before you decide.

Start the 3-day trialRead the reference library