Most API abuse is automated. Credential stuffing, scraping, fake-signup pipelines, ticket-bot drops, content theft — they're all run from scripts hitting your endpoints in volume. A WAF catches the bad payload shapes; Prosopo catches the bad actor regardless of payload.
Your backend calls Prosopo to verify each protected request before acting on it. The verification returns:
- A verified/not-verified result — pass or fail.
- A risk score between 0 and 1, surfaced on paid tiers, that your code can use however you want.
- A specific reason if the request was rejected — so you can show users an actionable message instead of a generic failure.
API Protection is most useful in front of endpoints where automation is expensive for you and rewarding for attackers:
| Endpoint type | What it stops |
|---|
| Login / authentication | Credential stuffing, brute force, password-spray attacks |
| Signup / registration | Fake-account creation, throwaway-email signups |
| Password reset | Account-takeover reconnaissance |
| Checkout / payment | Card-testing, inventory hoarding, ticket scalping |
| Search / catalogue | Scraping of pricing, listings, or proprietary content |
| Comment / review submission | Spam and astroturfing |
| Anything triggering an email / SMS | Abuse that drives your messaging bills up |
Every protected endpoint can be tuned independently:
- Bot-detection strictness via the Safety Threshold — tighter for checkout, looser for low-risk paths.
- Access rules by IP, IP range, ASN, country, TLS fingerprint, user agent, or user ID. Useful for blocking specific hosting networks, applying tighter rules to high-risk regions, or whitelisting partner integrations.
- Custom decision logic through Decision Machines — combine Prosopo's score with your own signals (account age, purchase value, device history) before deciding.
- Hard auto-ban above a score threshold of your choice, so unambiguous abuse never gets a challenge.
| Prosopo API Protection | Traditional WAF | reCAPTCHA Enterprise |
|---|
| Designed for automation detection (not payload inspection) | ✓ | ✗ | ✓ |
| Risk score returned to your backend | ✓ (paid tiers) | ✗ | ✓ |
| Access rules by ASN / TLS fingerprint | ✓ | Limited | ✗ |
| Per-endpoint policy | ✓ | ✓ | Limited |
| No DNS changes or traffic re-routing | ✓ | Varies | ✓ |
| Custom decision logic on the verification path | ✓ | ✗ | Limited |
| GDPR-compliant data handling | ✓ | Varies | ✗ |