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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

105 listings found

2011 Mazda MAZDA3 i Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mazda MAZDA3 i Touring

Farmington Hills, MI

UnscoredLimited · 5
$6,66093,703 mi

Comparison: 5 similar vehicles

Farmington Hills, MI

2014 Mazda MAZDA3 i Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Mazda MAZDA3 i Touring

Farmington Hills, MI

UnscoredLimited · 9
$8,769132,412 mi

Comparison: 9 similar vehicles

Farmington Hills, MI

2019 Mazda CX-3 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Mazda CX-3 Touring

Farmington Hills, MI

UnscoredLimited · 5
$16,271120,631 mi

Comparison: 5 similar vehicles

Farmington Hills, MI

2021 Mazda CX-5 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Mazda CX-5 Touring

Farmington Hills, MI

UnscoredLimited · 8
$16,776103,187 mi

Comparison: 8 similar vehicles

Farmington Hills, MI

2018 Mazda CX-5 Grand Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Mazda CX-5 Grand Touring

Farmington Hills, MI

UnscoredLimited · 8
$17,769106,406 mi

Comparison: 8 similar vehicles

Farmington Hills, MI

2024 Mazda Mazda3 Select Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Mazda Mazda3 Select Sport

Farmington Hills, MI

Fair PriceModerate · 25
$19,77946,443 mi

Market: $16,450 – $22,809

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Farmington Hills, MI

2020 Mazda CX-5 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Mazda CX-5 Touring

Farmington Hills, MI

UnscoredInsufficient · 3
$22,31054,238 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2021 Mazda CX-5 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Mazda CX-5 Touring

Farmington Hills, MI

Fair PriceLimited · 16
$23,99048,989 mi

Market: $21,398 – $24,281

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Farmington Hills, MI

2021 Mazda CX-5 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Mazda CX-5 Touring

Farmington Hills, MI

UnscoredLimited · 7
$23,99054,371 mi

Comparison: 7 similar vehicles

Farmington Hills, MI

2025 Mazda CX-50 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Mazda CX-50 Preferred

Farmington Hills, MI

Fair PriceLimited · 12
$24,27941,520 mi

Market: $23,990 – $25,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Farmington Hills, MI

2025 Mazda CX-5 S Preferred package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Mazda CX-5 S Preferred package

Farmington Hills, MI

Fair PriceModerate · 21
$24,77951,844 mi

Market: $24,397 – $27,194

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Farmington Hills, MI

2022 Mazda CX-9 Touring Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Mazda CX-9 Touring Plus

Farmington Hills, MI

UnscoredInsufficient · 3
$24,99070,459 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2023 Mazda CX-50 S PREMIUM PLUS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Mazda CX-50 S PREMIUM PLUS

Farmington Hills, MI

UnscoredInsufficient · 4
$25,47060,960 mi

Comparison: 4 similar vehicles

Farmington Hills, MI

2026 Mazda Mazda3 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda Mazda3 S

Farmington Hills, MI

Fair PriceLimited · 14
$25,530Mileage not verified

Market: $24,163 – $27,245

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Farmington Hills, MI

2023 Mazda CX-5 S Carbon Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Mazda CX-5 S Carbon Edition

Farmington Hills, MI

Fair PriceLimited · 12
$25,57349,957 mi

Market: $23,780 – $25,992

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Farmington Hills, MI

2022 Mazda CX-5 TURBO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Mazda CX-5 TURBO

Farmington Hills, MI

OverpricedLimited · 10
$25,76976,195 mi

Market: $23,995 – $25,000

Comparison: 10 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Farmington Hills, MI

2024 Mazda CX-50 S SELECT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Mazda CX-50 S SELECT

Farmington Hills, MI

UnscoredLimited · 5
$25,77321,754 mi

Comparison: 5 similar vehicles

Farmington Hills, MI

2024 Mazda CX-50 S PREFERRED

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Mazda CX-50 S PREFERRED

Farmington Hills, MI

UnscoredInsufficient · 3
$26,27429,037 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2026 Mazda Mazda3 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda Mazda3 S

Farmington Hills, MI

OverpricedLimited · 16
$27,245Mileage not verified

Market: $24,163 – $27,030

Comparison: 16 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Farmington Hills, MI

2023 Mazda Mazda3 Premium Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Mazda Mazda3 Premium Plus

Farmington Hills, MI

UnscoredInsufficient · 0
$27,77036,794 mi

Farmington Hills, MI

2022 Mazda CX-5 S Preferred package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Mazda CX-5 S Preferred package

Farmington Hills, MI

UnscoredInsufficient · 0
$27,77010,226 mi

Farmington Hills, MI

2026 Mazda Mazda3 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda Mazda3 Preferred

Farmington Hills, MI

Fair PriceModerate · 29
$28,810Mileage not verified

Market: $27,061 – $30,504

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-30 Select Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-30 Select Sport

Farmington Hills, MI

Fair PriceModerate · 43
$29,400Mileage not verified

Market: $28,655 – $31,238

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Farmington Hills, MI

2023 Mazda Mazda3 Premium Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Mazda Mazda3 Premium Plus

Farmington Hills, MI

UnscoredInsufficient · 0
$30,27417,787 mi

Farmington Hills, MI

2026 Mazda CX-30 Aire Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-30 Aire Edition

Farmington Hills, MI

Fair PriceModerate · 28
$30,918186 mi

Market: $30,065 – $33,320

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 248 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-30 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-30 Preferred

Farmington Hills, MI

Fair PriceRobust · 66
$31,485Mileage not verified

Market: $30,249 – $32,835

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Farmington Hills, MI

2025 Mazda MX-5 Miata Grand Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Mazda MX-5 Miata Grand Touring

Farmington Hills, MI

Fair PriceLimited · 12
$31,770Mileage not verified

Market: $28,990 – $35,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 499 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-30 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-30 Preferred

Farmington Hills, MI

Fair PriceRobust · 66
$31,835Mileage not verified

Market: $30,249 – $32,784

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$32,217Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-50 Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-50 Select

Farmington Hills, MI

Fair PriceModerate · 37
$32,480Mileage not verified

Market: $30,620 – $32,989

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$32,555Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$32,715Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 232 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$32,787Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$32,863Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$32,915Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-50 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-50 Preferred

Farmington Hills, MI

UnscoredLimited · 6
$33,610Mileage not verified

Comparison: 6 similar vehicles

Farmington Hills, MI

2026 Mazda CX-50 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-50 Preferred

Farmington Hills, MI

Fair PriceRobust · 199
$33,725Mileage not verified

Market: $32,891 – $38,044

Comparison: 199 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Select

Farmington Hills, MI

Fair PriceRobust · 162
$33,970Mileage not verified

Market: $32,151 – $35,314

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-50 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-50 Preferred

Farmington Hills, MI

Fair PriceRobust · 201
$34,275Mileage not verified

Market: $32,891 – $38,044

Comparison: 201 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-50 Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-50 Preferred

Farmington Hills, MI

UnscoredLimited · 6
$34,430Mileage not verified

Comparison: 6 similar vehicles

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$34,549Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$34,649Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$34,841Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$34,859Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$34,895Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$34,929Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$35,139Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$35,185Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$35,271Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Farmington Hills, MI

2026 Mazda CX-5 S Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mazda CX-5 S Preferred

Farmington Hills, MI

Fair PriceRobust · 294
$35,335Mileage not verified

Market: $34,343 – $39,940

Comparison: 294 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Farmington Hills, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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