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 […]

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 […]

Mar 11

Flat Cancels vs. Unfunded Contracts in DTC VSCs

Why Timing Between Day 30 and Day 45 Changes the Economics Flat cancels and unfunded contracts are often treated as the same problem in direct-to-consumer Vehicle Service Contract (VSC) marketing. It is not. It is two distinct outcomes with two different economic implications: The nuance that drives confusion in DTC installment billing is the gap […]

Mar 3

December 2025 Home Sales: Selective Improvement, Structural Constraints Remain

Reflecting the most recent U.S. Census Bureau and NAR releases (December 2025) | Published February 2026 December 2025 home sales did not mark normalization. They demonstrated that turnover can improve without structural convergence between new construction and resale markets. Buyer demand responded to modest rate relief. Resale activity accelerated meaningfully. Builder inventory compressed into year-end. […]

Feb 25

November 2025 Home Sales: Divergence Reinforced

Reflecting the most recent U.S. Census Bureau and NAR releases (November 2025) | Published February 2026 November 2025 home sales did not signal a broad housing recovery. They clarified the structure of the market heading into 2026. Buyer demand remained payment-sensitive. Resale turnover remained constrained by homeowner lock-in. Builders continued adapting through pricing flexibility and […]