We Built the Quality Layer That Content Teams Are Missing
TeamBench exists because more content shouldn't mean worse content. We're building the system that helps teams maintain their standards — no matter how fast they grow.
Why TeamBench Exists
Every content team hits the same wall.
At first, quality is easy. You write it, you review it, you publish it. Then you hire writer #2. Then #3. Then freelancers. Then AI enters the picture and suddenly everyone can produce 10x more content.
Volume goes up. Quality gets unpredictable. Your most experienced people become full-time reviewers. They spend more time catching recurring mistakes than doing the strategic work they were hired for.
That's the problem TeamBench solves.
We built a system where teams define their own quality criteria, reviewers score content against those criteria, and everyone works against the same measurable standard.
The senior people get their time back. The junior people get instant, specific feedback. Quality becomes consistent, trackable, and scalable.
Principles, Not Platitudes
Quality over quantity
The world doesn't need more content. It needs better content. Every feature we build serves that idea.
Your standards, not ours
Generic "good writing" advice is useless because every team has different standards. The tool adapts to you.
AI supports. It doesn't lead.
AI powers the reviews, the scoring, the improvement suggestions. But the criteria — the definition of "good" — comes from you.
Teams, not individuals
Content quality is a team problem. One person with great taste doesn't scale. A system does.
Measurable, not subjective
"Your brand voice score is 68/100" is more useful than "I don't think this is quite right." Quality should be a number.
What TeamBench Does
TeamBench is a B2B SaaS platform where content teams:
- 1
Create custom AI reviewers with weighted scoring criteria and attached brand guidelines
- 2
Submit content (paste, URL import, or file upload) and get scored feedback (0–100) in seconds
- 3
Improve with one click and see the score jump — with a diff view showing exactly what changed
- 4
Enforce quality gates — pass/fail thresholds that prevent content from moving forward below your standard
- 5
Track quality over time with score trends, pass rates, and per-reviewer analytics
Plus knowledge bases, multi-model chat (GPT-5, Claude, Gemini), projects, team management, and usage-based pricing.
The name combines Team (collaboration, shared standards) and Bench (workbench, benchmark).
See It for Yourself
Create your first reviewer. Define what "good" means to your team. Score some content. Five minutes.
No credit card required.