Blog

May 18

Primer on Dealer Participation Programs and F&I Reinsurance

The Real Structure Behind F&I Profit Walkaway, Profit Share, Reinsurance, and DOWCs Most dealers know F&I products generate profit, but far fewer understand how F&I participation structures determine where that profit actually ends up. Some models pay upfront. Others pay over time. Some allow participation in underwriting. Others don’t. If you don’t understand the structure, […]

May 15

March 2026 New Home Sales: Spring Acceleration, Structural Pressures Persist

Reflecting the most recent U.S. Census Bureau and HUD release (March 2026) | Published May 2026 March 2026 new home sales rebounded from January’s subdued pace and posted the strongest month-over-month improvement of the early 2026 cycle. Sales of new single-family homes reached a seasonally adjusted annual rate of 682,000, up 7.4% from February’s revised […]

May 11

First Dollar CLIP vs. Failure-to-Perform CLIP: A Complete Guide to Risk Transfer in Automotive Warranty Programs

The automotive warranty industry runs on a layered system of risk transfer. When a customer purchases a Vehicle Service Contract (VSC), a GAP waiver, or another ancillary F&I product, the transaction creates a chain of financial relationships that determines who holds risk, who controls reserves, who earns underwriting profit, and who ultimately pays claims if […]

May 4

DealerTech AI in Warranty Claims: From Processing to Decision Systems

OEM warranty claims processing is one of the largest manual revenue functions in automotive retail. DealerTech AI in warranty claims is changing how revenue is processed, validated, and recovered across dealership operations. Most OEMs runs their own proprietary claims system. An incorrect submission, a wrong labor code, a missing authorization, a documentation gap, results in […]

Apr 27

The DTC VSC Market in 2026: Why the Fastest-Growing F&I Channel Is Just Getting Started

The DTC VSC industry is no longer an emerging channel. It has reached a level of scale and maturity that is attracting institutional attention. Colonnade Advisors, an independent investment bank focused on financial and business services, published a March 2026 whitepaper confirming what marketers are already seeing in their numbers: DTC VSC is the fastest-growing […]

Apr 20

The Agency of the Future: F&I’s Next Five Years Are Twenty-Five Years of Change

The agency of the future is not a distant concept. Joel Kansanback, in his keynote at the Agent Summit on April 15th, was direct. The next five years in F&I will compress twenty-five years of change. That is not a trend call. It is an operating reality. The agents, administrators, and dealers who adjust to […]

Apr 14

What the War in Iran Means for DTC and Dealership Marketers

Dark Sky Data | Market Intelligence | April 2026 A military conflict involving Iran doesn’t stay in the Middle East. It travels through oil markets, into consumer prices, and eventually into the cost of a car repair, a mortgage payment, and a household’s appetite for protection products. For performance marketers in the home warranty, VSC, […]

Apr 8

January 2026 Home Sales: Early-Year Reset, Structural Reality

Reflecting the most recent U.S. Census Bureau and NAR releases (January 2026) | Published March 2026 January 2026 home sales did not extend year-end momentum. They clarified how the housing market is likely to behave in early 2026. New residential transactions declined on an actual monthly basis. Existing-home turnover declined from December levels but remained […]

Mar 31

The $39 Billion Home Warranty Opportunity: What DTC Marketers Need to Know

The U.S. home warranty market is large, growing, and structurally underserved — a combination that creates real opportunity for marketers who understand the data. The direct-to-consumer (DTC) home warranty channel reached $2.7 billion in sales in 2025, growing at a 5.2% CAGR since 2020. Yet that figure represents just a fraction of the addressable opportunity: […]

Mar 16

A Primer on Auto F&I Reinsurance

An overview of the structure, mechanics, and financial dynamics behind dealer participation programs for Finance & Insurance products. Contents Introduction The Auto F&I Product Landscape The Reinsurance Framework Program Structures Financial Mechanics Earnings Curves Reserves & Collateral Reading a Ceding Statement Trust Account Distributions Controlled Groups & Tax Considerations Glossary of Key Terms Introduction Auto […]