1
Hive Moderation
Shares tags: build, observability & guardrails, content moderation
AI ToolDead Man Walking
Elevate Your Community with CleanSpeak Moderation Suite
Comprehensive text and image moderation for games and communities.
shipped Nov 21, 2025buildpaid
Read full review↓Visit CleanSpeak Moderation Suite↗
BuildObservability & GuardrailsContent Moderation
1Harness advanced machine learning for nuanced moderation across text, images, and videos.
2Customize and adapt moderation workflows for unique platform needs with ease.
3Scale effortlessly with cloud or self-hosting options for any size organization.
4Prioritize safety with real-time moderation queues and actionable insights.
Stork Quadrant
Dead Man Walking· 15/100
An LLM can do most of what this tool's UI promises. No moat, no agent presence.
“CleanSpeak's core defensibility rests on proprietary toxicity datasets (trained on millions of moderation decisions across games/communities) and the liability shield of bearing responsibility for moderation failures in high-stakes environments. An LLM can flag obvious profanity, but can't replicate CleanSpeak's tuned models for context-aware toxicity or the legal indemnification that gaming studios and platforms actually buy. The workflow/coordination layer is replaceable; the data and trust moat are real.”
Defensibility · 27/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Flag profanity and slurs in user-generated text using pattern matching
- Generate moderation policy recommendations based on community guidelines
- Classify toxicity levels and assign severity scores to flagged content
- Create moderation workflow templates and escalation rules
Agent-Readiness · 0/100
- Verified MCP
- Listed on agent surfaces
- Usage-based pricing
- Headless agent auth
- Public OpenAPI
- Active changelog
- llms.txt
How to defend
Double down on vertical-specific data: build separate models for gaming toxicity vs. dating vs. financial services, each trained on thousands of moderation decisions in that domain. Formalize the liability story — publish case studies showing how CleanSpeak's decisions held up in legal disputes, and make that the sales anchor, not the UI.
- Ship an MCP server and list it on Stork — biggest single point gain (+25).
- Get listed in the Anthropic MCP registry, Cursor, or Claude Desktop (+20).
- Add a usage-based or per-call tier; per-seat-only pricing dies when agents replace seats (+15).
- Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
- Publish an OpenAPI spec at /openapi.json or /.well-known/openapi (+10).
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overview
What is CleanSpeak?
CleanSpeak Moderation Suite is a hybrid SDK designed for seamless text and image moderation in various user-generated content scenarios. Whether in gaming, forums, or educational platforms, our tool delivers robust, scalable solutions.
- 1Supports diverse content types including text, images, and video.
- 2Designed for enterprises needing automated and human moderation.
- 3Adapts to various industries with its customizable features.
features
Key Features
CleanSpeak provides powerful features that enable users to implement effective moderation at scale. Our machine learning models and customizable workflows ensure the right balance between automation and human supervision.
- 1Advanced machine learning models for better content insights.
- 2Highly customizable moderation rules tailored to specific applications.
- 3Real-time reporting tools for informed decision making.
use cases
Use Cases
CleanSpeak is versatile, serving industries from gaming to financial services, ensuring safe environments for user interactions. Its adaptability makes it suitable for startups and established organizations alike.
- 1Gaming communities looking for real-time content moderation.
- 2Chat applications needing flexible moderation policies.
- 3Educational platforms requiring stringent content oversight.
❓
Frequently Asked Questions
+How does CleanSpeak integrate with existing platforms?
CleanSpeak offers a hybrid SDK that can be easily integrated into various platforms, whether cloud-based or self-hosted, ensuring seamless operation within your existing systems.
+What types of content can CleanSpeak moderate?
CleanSpeak is capable of moderating a wide range of content types, including text, images, and videos, using advanced machine learning algorithms for nuanced error detection.
+Can I customize moderation rules?
Absolutely! CleanSpeak allows you to create highly customizable moderation rules and workflows that can be tailored to fit your specific community needs and content policies.
For builders
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