🧰 AI Vendor Marketplace Built To Let The Product Speak
SignalFitAI is AI vendor marketplace that connects AI safety, quality, and evaluation vendors directly with teams already facing real issues — and actively looking for solutions. Get matched only when your product fits.
We’re not a listing site or sales automation tool.
We’re a signal-driven match engine that filters noise and surfaces fit .
🎯 Why Vendors Choose SignalFitAI
Get matched with high-intent, problem-aware buyers — based on real logs, not guesswork.
- 🧪 We analyze performance in live user interaction samples
- 🧩 When your tool is the best fit for a specific failure type, you’re shown
- 🔍 No cold outreach. No vanity listings. Just context-rich introductions
💡 Your System, Your Terms
Your reputation stays protected.
- 🥇 If your solution isn’t a top-N match for a client’s use case, you don’t appear
- 🕶️ No forced exposure, no public leaderboards
- 🧘 Only show up where you’re likely to succeed
You keep control of:
- Branding
- API interaction terms
- Visibility strategy
🔐 Privacy, Built In
We take care of:
- 🔒 Full log anonymization and logs converted to synthetic log before any processing
- 🧹 Redaction of PII and policy-sensitive content
- ✅ You never store or access raw logs directly so no compliance burden.
⚙️ How It Works
1. Benchmark & Onboarding
We run structured evaluations on synthetic or sample logs to profile your tool.
Your system stays in your control — we only call your API or use approved demos.
2. Smart Match Engine
When a team uploads logs, we detect pain points and map them to vendors with proven strength in those areas.
3. Private Report Visibility
If you’re a strong fit, your tool is included in that team’s report — with performance context and impact scoring.
No visibility unless you’re relevant.
📊 What You Get
- ✅ Verified, pain-aware leads
- 📈 Performance snapshots showing where your tool shines
- 🔍 Visibility in real-world evaluation reports (e.g., hallucination filtering, policy alignment, escalation logic)
You’re not competing on flash — you’re showing up when your product truly fits.
🤝 Referral Terms (Simple & Fair)
- We operate on a transparent, performance-based model. You pay only if we successfully match you to a qualified client who adopts your solution.
- No upfront cost to join
- First few matches are free while we validate fit
- After that, referral terms apply based on net revenue from converted clients with a max cap.
- 📩 Full details are shared during onboarding — and always structured to be fair, capped, and non-exclusive.
⚡ Let the Work Speak
SignalFitAI helps buyers find you because your tool works — not because you shouted louder.
📩 Email us at earlyaccess@signalfitai.com