Trial and credit farming
investigate related registrations and repeated promotional participation.
Keep automated abuse from consuming your SaaS and API budget.
Every free account can consume infrastructure before it earns revenue. When operators repeatedly claim credits, misuse account access or automate expensive requests, a generous trial becomes harder to sustain. Kairal helps your team connect activity behind that usage and focus protection on the entry points being abused.
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Kairal Full protectionActivity
TotalChallenged
Events d4e8c2a1
16:04:12/app/search
Allowed16:04:21/signup
L2 mitigatedWhy attackers target SaaS and AI-powered APIs
Free tiers, referral credits and inexpensive sign-ups make it possible to acquire resources through many accounts. Leaked credentials offer access to someone else’s allowance.
Search, generation and export operations can carry a cost each time they run. Operators can also make repeated queries to collect data. Looking only at an account total or one IP address can miss connections between those attempts.
The true cost of automated abuse in SaaS
Abusive usage consumes compute and credits without demonstrating demand from a future paying customer. It can distort activation figures and make an acquisition channel appear more productive than it is.
Customers whose accounts are misused may face unexpected usage and contact support. Engineering teams then spend time investigating patterns and adjusting controls while keeping access reliable for legitimate users, integrations and third-party agents.
Protection statusFull protection
- Ruleset version
- 0.2.0
- Sensitivity
- Medium
- Rules active
- 5 rules active
Path rules
/signup Full protection
/login Full protection
/app/search Full protection
How Kairal protects access to your product
Kairal Business Defense (currently in early access) adds sign-up scoring, while session linking connects related accounts and payment activity. Request controls help assess abuse at supported authentication and application endpoints. Agent Traffic Intelligence adds context for access by third-party agents.
For a browser-based SaaS application, connect the browser collector with protection at your edge or server. Scope machine-to-machine API routes separately with Kairal, preserving legitimate clients’ authentication and access requirements. Review endpoint activity and protection decisions in Events.
The Kairal advantage: before and after
For a team investigating rising free-tier usage, related activity can change the assessment:
| Before (example) | With Kairal |
|---|---|
| Each trial account assessed independently | Sign-up risk considered with linked account activity |
| Costly requests investigated without wider context | Endpoint activity examined alongside available client and session signals |
| Automated clients treated as one group | Agent identity and purpose inform access policy |
SaaS and API use cases
Account access abuse
assess automated login attempts and unusual client activity.
High-volume data collection
examine repeated querying of protected endpoints.
Expensive-operation abuse
focus request controls on supported search, generation or export routes.
Third-party agent access
distinguish permitted automation when applying access policies.
SaaS and API learning center
Explore account farming and promotional abuse mechanisms relevant to free tiers:
Understand the activity behind your next usage spike
Request a three-month Kairal Bot Protection trial to evaluate protection for your application’s supported entry points.
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Our team will prepare your account and contact you with the next steps.