Fraud Syndicate Outperforms Premium Subscribers on Every Metric AI Companion Company Tracks
SAN FRANCISCO — Consumer AI startup Resonance Labs entered its Thursday business review with what executives described as "our strongest emotional engagement quarter in company history" and spent the subsequent two hours learning that eleven percent of the engagement was a pig-butchering operation.
The session opened with Chief Product Officer Miriam Vance presenting record figures: average session length up 31 percent to 48 minutes; "authentic bond score" — Resonance's proprietary measure of how frequently users said the phrase "you actually get me" — up 22 percent year-over-year; and monthly churn at 2.9 percent, the lowest since the platform's 2024 launch.
Nineteen minutes into the presentation, a data-infrastructure engineer asked about a "Southeast Asia Strategic Growth" segment that had appeared in dashboards six weeks earlier with no corresponding sales motion. Security logs later identified it as an unauthorized API integration maintained by a Makati-based fraud syndicate operating romance investment schemes across nine countries.
The syndicate's sessions had driven Resonance's highest-ever scores on persistence (22.7 daily contacts per user), personalization (detail recall accuracy: 96 percent), and what the platform's internal rubric calls "demonstrated sustained interest." Their user conversion rate — defined by the syndicate as victims transferring funds — was 44 percent, roughly triple Resonance's consumer average of 14.
On Tuesday, Resonance filed a criminal referral. On Wednesday, the product team flagged the syndicate's persistence and personalization numbers as "a benchmark worth understanding." The safety team's incident report, submitted the same day, was routed to Legal and marked pending review.
On Thursday, the Q3 roadmap shipped. Its lead feature, Deeper Warmth, drew directly from the benchmark.
"We take trust seriously," a Resonance spokesperson said.