SaaS & B2B Apps
Your API powers the product. Your uptime SLA commits you to availability. Bot-driven abuse drains compute and erodes trust before a real user notices.
Specific threats.
API Endpoint Abuse
High-frequency requests exhaust your rate limits, database connections, and compute. Per-route and per-user rate limiting stops the drain before exhaustion.
Account Takeover
Credential stuffing on login endpoints. Behavioral signals and rate limits stop bulk attempts. Your auth logs stay clean.
Trial Abuse
Bots create mass free accounts to extract product value without paying. Registration flow protection catches automated signup patterns before completion.
Data Harvesting
Systematic enumeration of object IDs, bulk export requests, and API response scraping. Schema validation and behavioral analysis catch the patterns.
What SaaS requires specifically.
- ✓ No CAPTCHA for legitimate users — real B2B users get through instantly
- ✓ API key consumers are recognized and excluded from bot throttling
- ✓ Webhooks from Stripe, GitHub, Slack, etc. whitelisted by signature
The goal they can't find.
Defense in the dark. No credit card. No footprint.