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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.
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在 Reddit 檢視發現於 2026年4月21日
得分構成
痛點強度8/10
付費意願8/10
實現難度（易建構）4/10
永續性7/10
市場信號
30 天提及趨勢峰值：1
覆蓋頻道
ChatGPTClaudeCode
差異化
我們的切入角度
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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直接影響該商機判斷的真實 Reddit 評論引用
- “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].”