[NOW AVAILABLE] 👋 Hey Content Agent, tell me what you do that other AI tools can’t
Find all posts missing meta descriptions and write them
Turn this press release into an article
Replace all instances of 'acme-corp.com' with 'acme.io'
Create localized versions of this landing page for French and Spanish

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Context: Marketing site

The first AI agent built to run content operations at scale

Content Agent

Bulk edits, content audits, and gap analysis through conversation. What used to take days now takes minutes.

Content Agent 101

Tell it what's wrong. Watch it fix everything.

Turn conversations into content operations

A Content Agent UI where an AI assistant filters documents about interest rates, narrowing 182 items to 7 beginner-friendly explainers for a new guide.

  • Work at scale

    Analyze thousands of documents or update hundreds at once without engineering resources or custom scripts.

  • Save hours daily

    Turn tasks that take hours into seconds with AI that understands your content structure and relationships.

  • Bridge internal and external

    Combine your CMS knowledge with web research to identify gaps, trends, and opportunities automatically.

  • Empower editors

    Give content teams capabilities that previously required developer time and technical expertise.

Five ways Content Agent works

  • 1. Pipeline

    Press release to published article

    AI suggesting "Turn this press release into a blog post" above a blog article draft and content change proposals.
  • 2. Analyst

    Scale beyond human limits

    AI-generated report summarizing documentation themes, including findings like 'Concept-heavy documentation,' 'Limited hands-on examples,' and 'Sparse visual aids,' in response to a user query.
  • 3. Bulk editor

    Transform at scale

    A UI displays proposed document changes, including a new 'Changelog' document and updates to pages like 'Topics - Landing page', all stemming from renaming 'Categories' to 'Topics'.
  • 4. Designer

    Describe it, see it

    A chat message from a person: "Add our brand color to all staff portraits images."
  • 5. Researcher

    Your content meets the world

    AI tool analyzing competitor messaging, displaying a summary of company leads, competitor strengths, and recommended changes.

  1. 1

    Transform source material into articles

    Transform press releases, briefs, or raw documents into articles with proper metadata, images, and alt text in a single conversation.

  2. 2

    Audit content health without queries

    Find documents missing fields, outdated content, or quality issues across. Surface gaps that would normally require engineering resources to uncover.

  3. 3

    Update hundreds of documents at once

    Bulk replace URLs, brand names, or text patterns across thousands of documents. Changes are validated and staged for review, so you stay in control.

  4. 4

    Edit visuals with natural language

    Adjust colors, compositions, or generate new images that match your brand without leaving your workflow.

  5. 5

    Connect your content to market trends

    Search the web, analyze industry developments, and identify gaps between what you've published and what's happening in your space.

The first AI agent built to run content operations at scale

A content management UI showing a Content Agent suggesting a band name change from "The Satellites" to "Satellites", with proposed content updates and the new name displayed in a Studio panel.

Writing assistants are everywhere. Content Agent is something else entirely.

It understands your content structure. It finds what needs fixing. It makes the changes, hundreds at a time, and stages everything for your review.

This isn't AI bolted onto a CMS. It's AI that runs your content operations.

Read the launch post

How Content Agent works differently

A search bar with "Find and do anything" text, a "Your Context" button with a lock icon, and an upward arrow button, all on a textured dark gray background.

Document sets and bulk operations

Create collections of documents, select within them, then apply changes across the entire set. Track progress and review results before committing.

Staged changes and releases

All edits are staged as proposed changes. Review in one place, adjust what to include, then release together.

interface: Create release from agent proposal

Web research capabilities

Search the web, extract information from URLs, and synthesize external data with your content. Find trends, fact-check, and identify content gaps.

Schema-aware operations

Content Agent knows your document types, field requirements, and validation rules. Required fields are enforced, references stay intact, data types match your schema.

Multi-agent architecture

Specialized agents handle different operations. One for queries, another for edits, and one for images. Each task gets the right approach with appropriate safeguards.

Content Lake integration

Direct access to your content database. Query relationships, understand document history, and execute operations.

Marketing site

Marketing site

Work at the scale your content deserves

Book a demo to see bulk edits and content audits in action.