Platform Features

Every Tool Your Team Needs to Control Content Quality

Custom reviewers, quality gates, analytics, knowledge bases, and multi-model AI chat — all in one workspace.

Core Review Engine

Review, Score, and Improve — In Seconds

Custom AI Reviewers

Your criteria. Your scores. Your standards.

Create custom AI reviewers that evaluate content exactly the way you would — but in seconds instead of hours. Define weighted scoring criteria, attach your brand guidelines, and choose which AI model powers the review.

  • Overall score (0–100) — weighted average across all your criteria
  • Per-criteria breakdown — see exactly where content excels or falls short
  • Strengths and weaknesses — specific, actionable feedback
  • Improvement suggestions — not vague advice, real direction

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Improve with AI

One click. Higher score. See what changed.

After a review, click 'Improve with AI.' The content is rewritten based on the reviewer's specific feedback, then automatically re-scored. Watch the score jump from 68 to 89 in one click.

  • Submit → Score → Improve → Re-score — the core loop
  • Word-level diff highlights showing every edit
  • Accept what works, adjust what doesn't

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Quality Gates

Nothing publishes below your standard.

Set a minimum passing score on any reviewer. Content that meets the threshold gets a PASS badge. Content that doesn't gets a FAIL badge. Simple, visible, enforceable.

  • Legal team requires ≥90 on the compliance reviewer
  • Marketing requires ≥75 on brand alignment
  • Editorial requires ≥80 on readability
  • Pass rates tracked automatically in your analytics

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Panel Reviews

One piece of content. Multiple reviewers. One scorecard.

Submit content to 2, 3, or 5 reviewers at once. Get a combined scorecard with the average score, per-reviewer breakdown, and pass/fail status for each.

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Auto-Improve

Set a target. Walk away.

Set a target score and max iterations. Auto-improve rewrites and re-scores your content repeatedly until the target is hit. Set your target to 90. Let it run 3 iterations. Come back to content that's already at 92.

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Content Intelligence

Track Quality. Prove Improvement.

Score Trends Dashboard

Is your team's content actually getting better?

Track review scores, pass rates, and quality distribution over time. See daily averages, score ranges, and performance by reviewer — across 7, 14, 30, 60, or 90-day windows.

  • Average score trending up? Your standards are being learned.
  • Pass rate above 80%? Your team is hitting the bar consistently.
  • One reviewer consistently scores low? That criteria needs attention.

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PDF Report Export

Branded quality reports. One click.

Generate a PDF report for any review — branded with your organization name, showing the full score breakdown, criteria results, strengths, weaknesses, version history, and content preview.

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Diff View

See exactly what changed. Word by word.

Side-by-side comparison between any two content versions. Green highlights for additions, red for removals — at the word level or line level.

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Content Input

Review Content from Anywhere

URL Import

Paste a URL, we extract the readable content — strips scripts, nav, ads. Review any published content.

File Upload

Drag and drop PDF, DOCX, TXT, MD, HTML, CSV, or RTF files (up to 10MB). Any content, any source.

Knowledge & AI

AI That Actually Knows Your Business

Knowledge Bases

Upload your docs. Make AI smarter.

Upload your brand guidelines, style guides, product documentation, compliance policies. Your AI reviewers and chat conversations draw on this knowledge automatically.

  • Supported formats: PDF, DOCX, TXT, MD, HTML
  • Up to 50MB per document
  • Multiple knowledge bases per organization

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Multi-Model Chat

GPT-5. Claude. Gemini. One workspace.

Access every major AI model through a single interface. Conversation history, search, folders, shared conversations, file attachments, voice input, and quick actions.

  • OpenAI: GPT-5-mini, GPT-5, o4-mini, o3
  • Anthropic: Claude 3.5 Haiku, Claude Sonnet 4.5, Claude Opus 4.5
  • Google: Gemini 2.5 Flash, Gemini 2.5 Pro

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Team & Organization

Built for Teams, Not Individuals

Projects

Organized workspaces with dedicated reviewers, attached knowledge bases, and member management.

Groups

Subdivide your organization into departments, teams, or clients. Control access to projects by group.

Guidelines

Organization-wide content standards. Attach to reviewers so every review reflects your standards.

Roles & Permissions

Three org roles and three project roles. Control who can manage billing, invite members, or create reviewers.

Pay for What You Use. Not Per Seat.

Most AI tools charge per person. TeamBench uses usage-based pricing. Your whole team gets access. Credits never expire. Or bring your own API keys.

See full pricing details

Start Reviewing Content Your Way

Create a custom reviewer. Define your criteria. Submit content. See the score. Five minutes from now, you'll have a quality system your team can actually use.

No credit card required · All features included · Custom scoring criteria