FountAI

The structure, the rails and the verification add up to one thing: an agent that can reason from cause to effect and then act on it, under governance, when a single budget move swings millions. Where the Marketer Graph is taking us, and where it still fal

Quinley, our marketing chief-of-staff agent, has run on three significant versions: Quinley Base, Quinley Prime and Quinley Graph. The road from one to the next, and what the internal insurance marketing evals show. Part 2 of the Marketer Graph series.

How Fount turns the mess of insurance marketing and customer data into a single connected graph agents can reason over, to measure cause and effect and take trusted, governed actions. The overview of a five-part series.

A connected graph is only useful if the numbers coming off it can be trusted. How Quinley produces answers on governed rails, keeps every figure traceable, proves it is right by re-running reference logic against the warehouse, and gets sharper every week

The structure underneath Quinley Graph: three simple tables of nodes, edges and events, confidence levels on every fact, and a four-lane hybrid search that surfaces the right knowledge from a question asked in plain language. Part 3 of the Marketer Graph

A simple Monday-morning question - why are the leads down? - still costs an insurance marketer most of their week, because the answer is scattered across systems that were never wired together to show cause and effect. Part 1 of the Marketer Graph series.

Customer lifetime value in insurance is premium times expected policy lifetime times underwriting margin. Treating CLTV as a pricing problem, with vintages, credibility, and margins for error.

What it actually takes to impose a UTM taxonomy on dozens of live campaigns across multiple platforms: the failure modes, the naming convention that survived contact, the validator, and the unglamorous backfill that made CRM joins possible.

Ad platforms and your CRM count conversions with different windows, identity models, and clocks, so they will never reconcile to the dollar. How to read the gap, pick a system of record, and stop chasing a match that cannot exist.

Cost per lead optimizes for cheap leads, not profitable policyholders. A unit-economics framework for insurance acquisition that prices leads off lifetime underwriting profit instead.