Browse Inventory How Scores Work For Dealers

1 Data Sources

We blend up to six independent data sources to score each listing. More sources = higher confidence. The score label always reflects how many sources we had for that specific bike.

📘 JD Power 15%

NADAguides retail value for this year, make, and model. The industry-standard book baseline.

📗 Black Book 15%

Black Book retail/clean value. A second book reference that catches where JD Power may be stale.

🛒 Marketplace Avg 25%

Average asking price of comparable active listings across consumer marketplaces. The real-world comp.

🏪 Dealer Sites Avg 25%

Average asking price of the same model across dealer websites. Catches regional dealer pricing patterns.

🛣️ Mileage Position 10%

How this bike's mileage compares to similar listings. High mileage relative to comps adjusts the score.

Sales Velocity 10%

Units sold over the past 3, 6, and 12 months for this model. High demand bikes hold value; slow movers don't.

2 How the Score is Calculated

Each available source contributes a weighted percentage delta — how much above or below that reference price the asking price sits. We normalize across the sources we actually have data for and compute a composite score.

Book values (JDP + BB)
30%
Marketplace comps
25%
Dealer site comps
25%
Mileage position
10%
Sales velocity
10%

When fewer than all six sources are available, the weights are normalized across what we have. A listing with only JD Power and marketplace data will still be scored — but it gets a lower confidence level that's shown alongside the badge.

3 What Each Rating Means

The composite score is mapped to one of four tiers based on how far above or below the weighted market reference the asking price sits.

🔥 Great Deal
12%+ below weighted market
Priced significantly under what comparable bikes are fetching. The asking price is well below the composite reference — strong buy signal.
✅ Good Deal
5–12% below weighted market
Below-market pricing with meaningful savings. Solid deal, worth serious consideration. Room to negotiate may be limited.
📊 Fair Deal
Within ±5% of weighted market
Priced at or near market. Not a steal, not a ripoff. Condition, extras, and dealer reputation matter more here.
⚠️ Overpriced
More than 5% above weighted market
Priced above what comparable bikes are going for. Doesn't mean you shouldn't buy it — condition and features may justify the premium — but go in knowing.

4 How Often Data Updates

Market data comes from MotoMate dealer feeds and third-party book value providers. Here's the cadence:

🏪 Dealer inventory — refreshed every 6 hours. New listings, price changes, and sold bikes are reflected within a day.
📘 JD Power & Black Book values — updated monthly via MotoMate feeds. Book values move slowly; monthly is sufficient.
🛒 Marketplace & dealer site comps — refreshed with each MotoMate feed cycle. Typically weekly.
Sales velocity — rolling 3/6/12-month windows, updated with each feed refresh.
🕐 Score recalculation — triggered automatically after every feed refresh, and instantly when a dealer changes a sale price.

5 What a Score Can't Tell You

Deal scores are a starting point, not a final answer. There's real data behind every rating, but there are things no algorithm can account for:

Condition. A Great Deal on a bike with deferred maintenance may not actually be great. Scores use asking price vs. market reference — they don't reflect mechanical condition, cosmetic wear, or service history. Always inspect in person or request a pre-purchase inspection.

Accessories and modifications. A bike with $3,000 of aftermarket extras at market price isn't really "Fair" — it's a bargain. Our scoring doesn't yet account for option packages or custom work.

Local market variation. A bike priced 8% above national average might be correctly priced for a high-cost metro area. We use regional comp data where available but national averages as the fallback.

MotoRadar deal scores are estimates for informational purposes only. They are not professional appraisals and should not be your sole basis for a purchasing decision. Prices are sourced from dealer inventory feeds — MotoRadar does not set, verify, or guarantee accuracy.

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