The Signal — Resonant IQCustomer success, account health, and the customer evidence scattered across your tools.https://resonantiq.app/en-usSix Frontier LLMs Called Churn on Almost Every Account. Ours Called It on the Right Ones.https://resonantiq.app/signal/we-benchmarked-six-frontier-llms-churn-prediction/https://resonantiq.app/signal/we-benchmarked-six-frontier-llms-churn-prediction/We pre-registered a churn benchmark, with success bars committed before the test data existed, then ran GPT-5, Claude Opus 4.8, Gemini 2.5 Pro, DeepSeek, Kimi K2, and GLM-4.6 against our own engine on a frozen 200-account corpus. Here's what happened, and the data to check us.Fri, 17 Jul 2026 00:00:00 GMTChurn Often Starts in the Sales Call — How to Audit the Promise-to-Experience Gaphttps://resonantiq.app/signal/why-churn-often-starts-in-the-sales-conversation-and-how-to/https://resonantiq.app/signal/why-churn-often-starts-in-the-sales-conversation-and-how-to/The renewal you lose was often decided months earlier, in a sales conversation nobody connected to the support queue. Here's how to audit the gap between what was promised and what customers actually experienced.Wed, 15 Jul 2026 00:00:00 GMTChurn Signals Hiding in Your Support Tickets: A Field Guidehttps://resonantiq.app/signal/churn-signals-in-support-tickets/https://resonantiq.app/signal/churn-signals-in-support-tickets/Your support team watches accounts drift toward the exit every week — in flattened tone, repeat tickets, and CC lines that go quiet. A field guide to seven signals in the queue, and the evidence to pull for each one.Fri, 10 Jul 2026 00:00:00 GMTThe Customer Data Fragmentation Problem in Customer Successhttps://resonantiq.app/signal/customer-data-fragmentation-problem/https://resonantiq.app/signal/customer-data-fragmentation-problem/Every tool in your stack holds a piece of the customer's story. Nobody holds the whole thing. What fragmentation looks like inside a CS org, why it happens, what it costs, and a self-assessment you can run this week.Fri, 10 Jul 2026 00:00:00 GMTYou don't have a customer understanding problem. You have a fragmentation problem.https://resonantiq.app/signal/customer-understanding-vs-fragmentation/https://resonantiq.app/signal/customer-understanding-vs-fragmentation/Most teams reach for another dashboard when the intelligence they need already exists — scattered across five tools that never compare notes. The fix isn't more understanding; it's connection.Wed, 08 Jul 2026 00:00:00 GMTChurn Starts in the Sales Callhttps://resonantiq.app/signal/churn-starts-in-the-sales-call/https://resonantiq.app/signal/churn-starts-in-the-sales-call/The renewal that died wasn't lost at the QBR. It was lost in a sales call customer success never heard — and the evidence of the gap was sitting in two teams' tools the whole time.Sun, 28 Jun 2026 00:00:00 GMTShow Me Where: The Case for Traceable Evidence in CS Intelligencehttps://resonantiq.app/signal/show-me-where-traceable-evidence/https://resonantiq.app/signal/show-me-where-traceable-evidence/A risk score nobody can trace is just an opinion with a number on it. The next question after any signal has to be 'show me where' — and most CS tools can't answer it.Sun, 28 Jun 2026 00:00:00 GMTYou Already Have the Data. You Just Can't See It.https://resonantiq.app/signal/you-already-have-the-data/https://resonantiq.app/signal/you-already-have-the-data/The account that churns rarely surprises the people who held the pieces. It surprises everyone because nobody held all of them. That's a fragmentation problem, not an understanding problem.Sun, 28 Jun 2026 00:00:00 GMT