How this site works

What each guide covers

Every guide focuses on fitment for one accessory category on one specific vehicle - trim differences, generation-year changes, and the small details (bed length by cab, headrest style, roof-rail type, drivetrain-dependent frunk size) that decide whether an off-the-shelf accessory actually fits. We do not rank or review specific products, because product data changes daily and we have no live feed. What we can give you is the fit context, so a search you run yourself on Amazon or elsewhere returns the right size, class, or compatibility bucket.

Where the vehicle-specific facts come from

• Vehicle enrichment data: for each of the 37vehicles we track (current generation, body class, cargo volume, notable trims, fitment notes), the facts on each page draw from public references - manufacturer pages, dealer spec sheets, US News, Edmunds, and enthusiast publications. Each model page lists its own sources at the bottom.
• Safety context: the recall count and top campaigns on each/for/[make]/[model]/ page come from theNHTSA recallsByVehicle API, queried at build time. If NHTSA has not yet indexed the model year for a given vehicle, we fall back to the most recent indexed year and label it.
• Prose drafting: the narrative sections of each guide (opening angle, checklist, material choices, FAQ) are drafted by a large language model working from the enrichment data above. Every page carries ageneratedBy: llm flag in its metadata so downstream readers can tell.

What we do not do

• No invented specs: trim names, model years and dimensions are taken from the enrichment sources, never guessed. Where a fact is not in our source data, the page leaves it out rather than fabricating it.
• No live prices or product titles: we do not sync from a product catalog, so we deliberately avoid claiming a specific product is "best" or quoting a price. Product-facing calls-to-action on each guide open a filtered Amazon search, not a preselected item.
• No sponsored placements: brand mentions in prose (RamBox, MultiPro tailgate, Multi-Flex, etc.) are OEM feature names, not endorsements.

How the site earns

As an Amazon Associate we earn from qualifying purchases. Prices and availability are accurate as of the date shown and are subject to change.

Corrections and updates

If a specific fitment fact on a guide looks wrong, the sources at the bottom of each page show what the claim was drawn from. Guides carry a generatedAtdate in their metadata; NHTSA recall data on the /for/ pages carries a separate queried date. Both are refreshed at build time when we regenerate the site.