Directory/Copywriting/Content Optimization/Markup AI
Markup AI

Markup AI

Markup AI (formerly Acrolinx) is an enterprise platform that uses AI agents to scan, score, and rewrite content for brand, style, and regulatory compliance at scale. It provides real-time editorial assistance and automated governance across authoring tools, holding both humans and LLMs accountable for content standards. The platform is designed for large organizations in regulated industries like finance, life sciences, and manufacturing to enforce writing guidelines and reduce compliance risk.

Copywriting
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Added on
Sep 18, 2026
Content ComplianceAI GovernanceBrand EnforcementRegulatory ChecksLLM Accountability40+ IntegrationsAzure AI Backend
Product information

Everything worth knowing about Markup AI

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Enterprise Guidance
Digitize style guides, terminology sets, and rules to establish company-wide writing standards for different audiences.
Editorial Assistance
Guide writers within their existing authoring environments with clickable suggestions on over 87% of standards.
Automated Content Governance
Integrate into publishing workflows to automatically check and score content, blocking poor quality content from publishing.
Analytics & Reporting
Measure content quality and correlate it with performance to understand how style resonates with audiences.
AI Guardrails for Content Standards
Act as content governance at any stage of creation or review, stopping content from deviating from enterprise standards, whether by people or AI.
Technical capabilities
Best-in-Class LLM Infrastructure
Powered by Azure AI, providing superior flexibility and security while keeping private and sensitive information confidential. User data is never shared with public models or used to train external AI models.
Must watch videos
Acrolinx Launches New AI Capabilities To Unlock Enterprise Content Potential
2:46
Tutorial2:46
Acrolinx Launches New AI Capabilities To Unlock Enterprise Content Potential
How the Acrolinx AI Assistant and Get Suggestions Capabilities Help Enterprises with Generative AI https://www.businesswire.com/news/home/20240618480157/en/Acrolinx-Launches-New-AI-Capabilities-To-Unlock-Enterprise-Content-Potential
Acrolinx is now Markup AI
1:20
Tutorial1:20
Acrolinx is now Markup AI
For over 20 years, Acrolinx has led the content governance space, helping technical writers across industries—from medical devices and pharma to finance and high-tech—deliver high-quality content to the world. Now, we are taking the next big step. To meet the growing demand for faster content production and to support the rise of AI initiatives, we are thrilled to introduce Markup AI: the world’s first content control platform designed to fix and optimize both human and AI-generated content. What's inside Markup AI? We’ve taken the best of Acrolinx's highly configurable, deterministic rules engine and supercharged it for the modern workflow. Granular Content Control: Maintain strict standards across terminology, clarity, scannability, and consistency. Redesigned Experience: Enjoy a faster, cleaner interface built to streamline your day-to-day tasks. Expanded Admin Controls: Gain deeper oversight over your organization's entire content ecosystem. Bleeding-Edge AI Agents: Build, scale, and accelerate your content workflows like never before. Getting Started is Seamless! Just give us your style rules, and we’ll handle the rest. Whether you want to empower more writers to create publish-ready content or keep your AI models in check, Markup AI is built to scale your publishing process. 👉 Get started today: Visit markup.ai
Acrolinx Review: Features, Strengths & Weaknesses (Enterprise Content Governance)
1:58
Review1:58
Acrolinx Review: Features, Strengths & Weaknesses (Enterprise Content Governance)
This video is about: ▶ "Acrolinx Review: Features, Strengths & Weaknesses (Enterprise Content Governance)" #Acrolinx #content governance #Acrolinx review #AI writing #brand consistency #enterprise content #pros cons Hope it was helpful. Subscribe and Like

Who uses it

Real use cases, no hype
Marketing Content Governance
Ensure all marketing copy stays on-brand and consistent across campaigns, ads, and web content.
Technical Documentation
Enforce style guides and terminology for technical manuals, help docs, and developer portals.
Regulatory Compliance
Automate checks for legal, financial, or healthcare regulations in public-facing content.
LLM Output Validation
Score and rewrite AI-generated content to meet brand standards before publishing.
Translation Cost Reduction
Improve source content clarity and consistency to reduce downstream localization edits.
Inclusive Language Adoption
Systematically flag and correct non-inclusive terms across all written communications.
What's great
  • Deep brand voice and terminology enforcement at scale
  • 40+ authoring tool integrations (MS Office, VS Code, etc.)
  • AI-powered rewriting and compliance checking agents
Technical strengths
  • Proprietary LLM for secure, confidential content analysis
  • Enforces guardrails at content creation or publishing stages
Where it falls short
  • Enterprise pricing; no public self-serve signup
  • Complex configuration for style guide digitization
  • Learning curve for non-technical content teams
Technical limitations
  • Requires API-based integration for CI/CD pipeline checks
  • On-premise deployment option adds infrastructure overhead
For technical folks

The deep-dive specs

FAQ

Includes technical Q&A
It integrates with over 40 tools including Microsoft Office, Google Docs, VS Code, Adobe Experience Manager, and many CMS platforms.

Traffic Insights

Monthly Visits

—

November 2026

Growth Rate

0%

vs last month

Dominance

0%

in Copywriting

Top Country

—

Top Countries Breakdown

—

Growth Trend

Stable

Traffic has remained stable.

Honest pricing

No sneaky tiers, no “contact sales”

Here's who each plan is actually for — and where the hidden charges might hit.

Starter
$249/mo

Teams

  • Unlimited users
  • 12 million words checked a year
  • Centralized administration
  • Review for brand
  • quality
  • and citability
  • Actionable feedback and suggested improvements
Business
Most picked
$999/mo

Organizations

  • Everything in Starter
  • 50 million words checked a year
  • Priority ticket-based support
  • Community access
View Full Plans & Pricing on Markup AI

Official pricing, checkout, and plan upgrades are handled directly on markup.ai.

Reviews

What the internet actually thinks

Data refreshed weekly. No paid placements.

Trustpilot
Not reviewed yet
G2
G2
Not reviewed yet
C
Capterra
Not reviewed yet
Product Hunt
Not reviewed yet
COMMUNITY COMMENTS

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