A smart copy editor that evaluates your contentAnother AI content generatorfor busy writers.
Not another AI content generator, but a smart copy editor that evaluates
if your content achieves the goals you’ve set. Write in your own voice, UnitText will help perfect it.

All you need to write with confidence.
Define your goal and audience. Write your working draft, in your own voice. Let AI help you iterate and polish your copy.
Generic AI content
Most AI tools write content for you, resulting in generic, soulless text that doesn’t represent your unique voice or expertise. UnitText helps you maintain your authentic voice while improving your writing.
Lack of direction
Writers often struggle to define their goals and target audience before writing. UnitText guides you through defining your purpose and audience first, ensuring your content stays focused and effective.
Poor iteration process
Traditional editing lacks structured feedback. UnitText applies the concept of unit tests to prose, giving you specific, actionable feedback to improve your writing through deliberate iteration.
Ineffective communication
Many writers struggle to convey their ideas clearly and persuasively. UnitText helps you craft content that resonates with readers and achieves your communication goals without sacrificing authenticity.
Professional review for all your writing needs.
Whether you’re crafting blog posts, sending important emails, or developing content-rich applications, our tools help ensure your writing is always at its best.
Content review
Elevate your blog posts and academic writing with professional-grade review.
Our browser extension provides instant feedback on your blog posts, journal or research articles, and academic writing. Get suggestions from an AI that understands the nuances of copy editing and helps polish your content like a professional freelance copy editor would.
Email assistant
Craft perfect emails with our intelligent email writing AI assistant.
Our browser extension doesn’t stop at content writing. Review also your emails for tone, clarity, and professionalism before sending. Our online copy editor ensures your business communications are as polished as your published content.
Developer tools
Integrate powerful content review directly into your development workflow.
For developers, our CLI tool brings the power of our copy editor to your terminal. Run content reviews via console commands or integrate them into your CI process. Perfect for teams working on technical documentation or blog writing projects that require consistent quality control.
Elevate your blog posts and academic writing with professional-grade review.
Our browser extension provides instant feedback on your blog posts, journal or research articles, and academic writing. Get suggestions from an AI that understands the nuances of copy editing and helps polish your content like a professional freelance copy editor would.
Craft perfect emails with our intelligent email writing AI assistant.
Our browser extension doesn’t stop at content writing. Review also your emails for tone, clarity, and professionalism before sending. Our online copy editor ensures your business communications are as polished as your published content.
Integrate powerful content review directly into your development workflow.
For developers, our CLI tool brings the power of our copy editor to your terminal. Run content reviews via console commands or integrate them into your CI process. Perfect for teams working on technical documentation or blog writing projects that require consistent quality control.


Start writing today
It’s time to take control of your writing. Set your goal, write with your own voice, and let AI help you get there.
Get 3 reviews freeTrusted by writers, academics, and professionals worldwide.
Discover how UnitText has transformed the writing process for academics, content creators, and professionals across various industries.
As an academic researcher, UnitText has transformed how I approach my peer-reviewed journal articles. The feedback is precise and helps maintain scholarly integrity while improving clarity.
Dr. Sarah ChenProfessor of BiochemistryUnlike generic email writing AI tools, UnitText respects my voice while helping me refine my message. My professional communications have never been more effective.
James WilsonMarketing Director
As a freelance copy editor, UnitText has become an essential part of my workflow. It helps me provide more comprehensive feedback to clients and has increased my productivity by 30%.
Mia RodriguezIndependent Copy EditorMy blog writing has improved dramatically since I started using UnitText. The targeted feedback helps me connect with my audience while maintaining my authentic voice.
Ethan PowellContent Creator
The academic copy editing capabilities of UnitText have been invaluable for our peer-reviewed research articles. Our acceptance rate has increased significantly since implementation.
Dr. Michael ChangResearch DirectorAs a professional blogger, UnitText has revolutionized my blog post creation process. It helps me maintain my voice while ensuring my content resonates with my target audience.
Olivia MartinezProfessional Blogger
Launch offer available now
Save 60% on all plans during our launch period - limited time only!
Starter
Perfect for individuals getting started with content writing.
$3/ month$5
- 10 AI-powered reviews*
- 1000 characters maximum*
- Basic support
ProfessionalSave 20%
Ideal for professionals with extensive content review needs.
$12/ month$20
- 50 AI-powered reviews*
- 5000 characters maximum*
- Priority support
* Are you an organization or need more reviews or characters? Contact us for a custom plan tailored to your needs.

Frequently asked questions
Choose the section that best matches your needs. For additional questions, reach out to our support team.
For everyone
What exactly is UnitText?
UnitText is a tool that applies the concept of unit testing to writing. Instead of letting AI write content for you, it acts as your critic and copy editor, helping you validate and improve your own writing through defined test criteria.
What’s wrong with using AI to write my blog posts?
While AI can generate decent content, it won’t capture your unique voice or expertise. UnitText encourages you to do your own research and writing, while using AI as a tool to critique and improve your work, ensuring the content remains authentically yours.
Can I use UnitText for content other than blog posts?
Yes! While blog posts are a common use case, UnitText can help validate any type of written content where you want to ensure it meets specific goals and resonates with your target audience.
For developers
How do I use the CLI version?
Install UnitText using uv (recommended), pip, or pipx. Run ’unit-text ideate’ to define your blog idea, which creates a unit-text.json file. Then use ’unit-text test <draft.md>’ to validate your content against the defined criteria.
What are the CLI technical requirements?
The CLI requires either Ollama running locally or an Ollama server (specified via OLLAMA_HOST). Make sure you have Python installed and either uv, pip, or pipx for package management.
Can I integrate UnitText CLI with my CI workflow?
Yes! The CLI is designed to fit into your existing CI workflow. You can use your favorite text editor or markdown tool, and run UnitText tests whenever you want to validate your content.
For content writers
How do I get started as a content writer?
Simply install our browser extension from your browser’s extension store. If you are interested in using UnitText in a different platform, please reach out to us.
Where can I use the browser extension?
You can use it directly in your browser while writing blog posts, articles, or other content without needing any technical setup.
How does the feedback process work?
After defining your content goals in the extension, you can run tests at any time. UnitText will analyze your writing and provide specific feedback on whether your content meets your goals, speaks to your target audience effectively, and achieves your desired impact.