Intent Intelligence
Intent intelligence for growth & marketing teams
Intent intelligence for growth & marketing teams
Darwinium protects the budget behind your promotions, signups, loyalty programs and launches.
It scores every step from the first visit through account creation, so bots, fake accounts and abusers are caught by how they move, not just by who they claim to be.
Real customers and legitimate AI shopping agents keep a frictionless experience.
Why do promotions and referral programs attract abuse that controls miss?
Abusers spread their activity across accounts and sessions to stay under per-event thresholds. Fifty promo redemptions across new accounts over three days look fine at every individual moment.
AI has lowered the barrier further: 75% of organizations say more than a quarter of fraud attempts are already AI-assisted.
Controls that check each event alone can't see the pattern. Darwinium scores the path.
How does Darwinium spot fake signups and multi-accounting?
Account creation is scored like any other journey step.
Persistent Digital Signatures recognize returning and related activity even when emails, devices or other identifiers change or are spoofed.
Bot-driven signups show up as identical paths from many devices, and automated agents show up as the same fingerprint across "different" identities.
How does Darwinium protect loyalty programs from account takeover?
A loyalty program is a currency, and fraudsters treat it like one. They buy stolen credentials, take over member accounts and cash points out for high-value rewards.
At a large global airline, Darwinium profiles registration, login and change-of-details at the edge. A change of email address proved to be one of the strongest takeover signals in the journey.
Flagged accounts trigger alerts the moment they try to re-enter, and the airline is now extending coverage to point redemption, catching fraud before points are ever spent.
Can it protect product launches and limited offers from bots?
Yes. Inventory hoarding shows up as rapid cart-add loops on limited stock. Scraping shows up as systematic enumeration with no engagement signals. Promo and coupon abuse, such as coupon stacking, shows up as improbable paths to discount endpoints.
Each is scored in real time and acted on before the request reaches your application.
What about AI agents shopping on customers' behalf?
AI agents now browse products, compare prices, build carts and complete purchases for users.
Whether an agent is acting for a real customer or against them decides whether you capture new revenue or absorb new risk. [
Darwinium judges agents by their behavior and journey, so legitimate agents can reach your offers and malicious automation can't exploit them.
- Large global airline, first three months:
- 300% more account takeovers identified
- 50+ compromised accounts blocked in real time
- 2.4M loyalty points protected from theft
- 75% of organizations say more than a quarter of fraud attempts are already AI-assisted
- 89% expect non-human traffic to increase over the next 12 months with 55% already see legitimate agentic activity
- $3M average annual revenue lost to false positives
- 50% less fraud and 40% greater operational efficiency
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