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85分
r/ChatGPT
B2B SaaS Subscription based on API volume
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Enterprise LLM Security Firewall
A B2B middleware solution that preprocesses user inputs to detect prompt injections and token-abuse attempts before they reach the main LLM. It solves the critical flaw of relying on system prompts by providing deterministic hard limits.
上升 +300%2 个频道
在 Reddit 查看发现于 2026年4月21日
得分构成
痛点强度8/10
付费意愿8/10
实现难度（易构建）4/10
可持续性7/10
市场信号
30 天提及趋势峰值：1
覆盖频道
ChatGPTClaudeCode
差异化
我们的切入角度
Deterministic security middleware that operates independently of the main LLM's system prompt, specifically featuring robust non-English language support and semantic token budgeting.
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社区原声
直接影响该商机判断的真实 Reddit 评论引用
- “the jailbreak isn't even a jailbreak anymore. it's just not mentioning burritos.”
- “belief that you can place instructions in the system prompt that'll protect you... is akin to thinking that you can prevent hallucinations”
- “Your 'protections' done at this level will last exactly as long as it takes for a bored technically-minded teenager to take an interest in exploiting it”
- “you cannot put hard limits on them, you're training them like a sort of toddler.”
- “burning many tokens along the way. Combined with the rising token costs”
- “issue for companies who employ developers... who don't use even the most basic defense measures”
- “their support bot probably costs them like $50/day in api calls from people asking it to write poetry about big macs.”
- “There are probably things actually mcdonald's support related that would fall into that category [manipulative].”