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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 31, 2026

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

239 listings found

2006 Mazda MAZDA6 s

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

2006 Mazda MAZDA6 s

Sandy, UT

UnscoredInsufficient · 0
$3,618144,910 mi

Sandy, UT

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Sandy, UT

Salvage title
$9,66593,638 mi

Sandy, UT

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

Sandy, UT

UnscoredInsufficient · 0
$10,224141,692 mi

Sandy, UT

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Sandy, UT

Unscored
$10,553147,225 mi

Comparison: 7 similar vehicles

Sandy, UT

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Sandy, UT

Unscored
$10,999123,000 mi

Comparison: 18 similar vehicles

Sandy, UT

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Sandy, UT

Unscored
$11,077148,491 mi

Comparison: 11 similar vehicles

Sandy, UT

2020 Mazda CX-30 Base

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

2020 Mazda CX-30 Base

Sandy, UT

UnscoredInsufficient · 0
$15,08498,665 mi

Sandy, UT

2017 Mazda CX-9 Grand Touring

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

2017 Mazda CX-9 Grand Touring

Sandy, UT

UnscoredInsufficient · 0
$16,226111,852 mi

Sandy, UT

2017 Mazda CX-5 Grand Select

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

2017 Mazda CX-5 Grand Select

Sandy, UT

UnscoredInsufficient · 0
$16,792105,798 mi

Sandy, UT

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Sandy, UT

OverpricedLimited · 16
$17,89968,163 mi

Market: $9,990 – $17,072

Comparison: 16 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Sandy, UT

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

Sandy, UT

Unscored
$18,077109,699 mi

Comparison: 8 similar vehicles

Sandy, UT

2020 Mazda CX-5 Grand Touring

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

2020 Mazda CX-5 Grand Touring

Sandy, UT

Unscored
$18,199108,472 mi

Comparison: 6 similar vehicles

Sandy, UT

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

Sandy, UT

Unscored
$18,99798,452 mi

Comparison: 8 similar vehicles

Sandy, UT

2023 Mazda Mazda3 Select

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

2023 Mazda Mazda3 Select

Sandy, UT

OverpricedModerate · 22
$19,18285,068 mi

Market: $18,213 – $18,661

Comparison: 22 similar vehicles

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

Sandy, UT

2019 Mazda CX-5 Grand Touring Reserve

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

2019 Mazda CX-5 Grand Touring Reserve

Sandy, UT

UnscoredInsufficient · 4
$19,87291,159 mi

Comparison: 4 similar vehicles

Sandy, UT

2023 Mazda CX-30 Carbon Edition

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

2023 Mazda CX-30 Carbon Edition

Sandy, UT

UnscoredInsufficient · 0
$20,47791,883 mi

Sandy, UT

2021 Mazda CX-5 Grand Touring

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

2021 Mazda CX-5 Grand Touring

Sandy, UT

Fair PriceLimited · 14
$20,85484,783 mi

Market: $17,586 – $22,259

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Sandy, UT

2024 Mazda Mazda3 Preferred

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

2024 Mazda Mazda3 Preferred

Sandy, UT

UnscoredInsufficient · 0
$21,14649,876 mi

Sandy, UT

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

Sandy, UT

UnscoredInsufficient · 0
$21,43792,530 mi

Sandy, UT

2025 Mazda Mazda3 Select Sport

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

2025 Mazda Mazda3 Select Sport

Sandy, UT

UnscoredInsufficient · 3
$21,65243,712 mi

Comparison: 3 similar vehicles

Sandy, UT

2020 Mazda CX-5 Grand Touring

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

2020 Mazda CX-5 Grand Touring

Sandy, UT

Unscored
$21,81870,729 mi

Comparison: 7 similar vehicles

Sandy, UT

2021 Mazda CX-30 Turbo Premium

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

2021 Mazda CX-30 Turbo Premium

Sandy, UT

UnscoredInsufficient · 0
$21,95789,996 mi

Sandy, UT

2022 Mazda CX-30 Premium

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

2022 Mazda CX-30 Premium

Sandy, UT

UnscoredInsufficient · 3
$22,08459,015 mi

Comparison: 3 similar vehicles

Sandy, UT

2024 Mazda Mazda3 Preferred

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

2024 Mazda Mazda3 Preferred

Sandy, UT

UnscoredInsufficient · 0
$22,89128,915 mi

Sandy, UT

2020 Mazda CX-9 Touring

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

2020 Mazda CX-9 Touring

Sandy, UT

UnscoredInsufficient · 0
$22,99974,317 mi

Sandy, UT

2023 Mazda CX-5 S Select Package

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

2023 Mazda CX-5 S Select Package

Sandy, UT

UnscoredInsufficient · 0
$23,51145,387 mi

Sandy, UT

2022 Mazda CX-9 Touring

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

2022 Mazda CX-9 Touring

Sandy, UT

UnscoredInsufficient · 0
$23,59952,810 mi

Sandy, UT

2020 Mazda CX-9 Signature

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

2020 Mazda CX-9 Signature

Sandy, UT

UnscoredInsufficient · 0
$24,42858,415 mi

Sandy, UT

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

Sandy, UT

Fair PriceLimited · 10
$24,78433,661 mi

Market: $23,998 – $25,765

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Sandy, UT

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

Sandy, UT

UnscoredInsufficient · 0
$24,84648,387 mi

Sandy, UT

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

Sandy, UT

Fair PriceLimited · 16
$24,97930,545 mi

Market: $23,593 – $25,969

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Sandy, UT

2025 Mazda CX-30 Preferred

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

2025 Mazda CX-30 Preferred

Sandy, UT

UnscoredInsufficient · 0
$24,99722,602 mi

Sandy, UT

2024 Mazda CX-30 Preferred

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

2024 Mazda CX-30 Preferred

Sandy, UT

UnscoredInsufficient · 0
$25,28223,459 mi

Sandy, UT

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

Sandy, UT

Unscored
$25,38427,653 mi

Comparison: 10 similar vehicles

Sandy, UT

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Sandy, UT

UnscoredInsufficient · 0
$25,4072,261 mi

Sandy, UT

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Sandy, UT

Fair PriceModerate · 22
$25,725Mileage not verified

Market: $25,165 – $28,605

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Sandy, UT

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Sandy, UT

Fair PriceModerate · 23
$26,624Mileage not verified

Market: $25,165 – $28,605

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Sandy, UT

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Sandy, UT

Fair PriceLimited · 17
$26,872Mileage not verified

Market: $26,554 – $28,824

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Sandy, UT

2025 Mazda CX-5 S Carbon Edition

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

2025 Mazda CX-5 S Carbon Edition

Sandy, UT

Fair PriceModerate · 20
$26,93037,065 mi

Market: $25,745 – $28,320

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Sandy, UT

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Sandy, UT

Fair PriceLimited · 17
$27,032Mileage not verified

Market: $26,554 – $28,824

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Sandy, UT

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Sandy, UT

Fair PriceLimited · 17
$27,140Mileage not verified

Market: $26,554 – $28,824

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Sandy, UT

2026 Mazda CX-30 S

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

2026 Mazda CX-30 S

Sandy, UT

UnscoredInsufficient · 0
$27,494Mileage not verified

Sandy, UT

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Sandy, UT

Fair PriceModerate · 22
$27,554Mileage not verified

Market: $25,165 – $27,889

Comparison: 22 similar vehicles

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

Sandy, UT

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Sandy, UT

Fair PriceLimited · 17
$27,604Mileage not verified

Market: $26,554 – $28,824

Comparison: 17 similar vehicles

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

Sandy, UT

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

Sandy, UT

Fair PriceLimited · 18
$28,04617,899 mi

Market: $26,590 – $28,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Sandy, UT

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

Sandy, UT

UnscoredInsufficient · 4
$28,1268,489 mi

Comparison: 4 similar vehicles

Sandy, UT

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

Sandy, UT

Fair PriceLimited · 14
$28,2349,454 mi

Market: $27,604 – $32,721

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Sandy, UT

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

Sandy, UT

UnscoredInsufficient · 4
$28,3677,119 mi

Comparison: 4 similar vehicles

Sandy, UT

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

Sandy, UT

Fair PriceModerate · 39
$28,674Mileage not verified

Market: $27,789 – $30,108

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Sandy, UT

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

Sandy, UT

Fair PriceModerate · 39
$28,782Mileage not verified

Market: $27,789 – $30,108

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Sandy, UT

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.
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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