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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 · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

253 listings found

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Boise, ID

Unscored
$5,187204,543 mi

Comparison: 7 similar vehicles

Boise, ID

2009 Mazda MAZDA6 i Sport

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

2009 Mazda MAZDA6 i Sport

Boise, ID

Salvage title
$5,984212,481 mi

Boise, ID

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Boise, ID

UnscoredInsufficient · 0
$6,495124,074 mi

Boise, ID

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Boise, ID

UnscoredInsufficient · 0
$6,995152,853 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$7,294145,688 mi

Boise, ID

2011 Mazda MAZDA3 s Grand Touring

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

2011 Mazda MAZDA3 s Grand Touring

Boise, ID

UnscoredInsufficient · 0
$8,99989,500 mi

Boise, ID

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

Boise, ID

UnscoredInsufficient · 0
$9,495117,693 mi

Boise, ID

2014 Mazda MAZDA6 i Grand Touring

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

2014 Mazda MAZDA6 i Grand Touring

Boise, ID

Unscored
$9,995126,731 mi

Comparison: 6 similar vehicles

Boise, ID

2014 Mazda MAZDA3 i Sport

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

2014 Mazda MAZDA3 i Sport

Boise, ID

UnscoredInsufficient · 0
$10,898107,061 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$10,995146,033 mi

Boise, ID

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Boise, ID

UnscoredInsufficient · 0
$11,595103,660 mi

Boise, ID

2016 Mazda CX-3 Grand Touring

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

2016 Mazda CX-3 Grand Touring

Boise, ID

UnscoredInsufficient · 0
$11,995133,497 mi

Boise, ID

2014 Mazda MAZDA6 i Grand Touring

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

2014 Mazda MAZDA6 i Grand Touring

Boise, ID

UnscoredInsufficient · 0
$11,995130,471 mi

Boise, ID

2013 Mazda CX-5 Touring

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

2013 Mazda CX-5 Touring

Boise, ID

UnscoredInsufficient · 0
$11,995107,158 mi

Boise, ID

2015 Mazda MAZDA3 s Touring

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

2015 Mazda MAZDA3 s Touring

Boise, ID

UnscoredInsufficient · 0
$12,995111,569 mi

Boise, ID

2015 Mazda MAZDA6 i Touring

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

2015 Mazda MAZDA6 i Touring

Boise, ID

UnscoredInsufficient · 0
$12,995110,725 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$13,000151,301 mi

Boise, ID

2014 Mazda MAZDA3 i Sport

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

2014 Mazda MAZDA3 i Sport

Boise, ID

UnscoredInsufficient · 0
$13,16940,464 mi

Boise, ID

2016 Mazda MAZDA3 i Sport

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

2016 Mazda MAZDA3 i Sport

Boise, ID

UnscoredInsufficient · 0
$13,99585,587 mi

Boise, ID

2017 Mazda Mazda6 i Touring

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

2017 Mazda Mazda6 i Touring

Boise, ID

UnscoredInsufficient · 0
$14,99585,483 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$14,995119,007 mi

Boise, ID

2018 Mazda CX-3 Grand Touring

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

2018 Mazda CX-3 Grand Touring

Boise, ID

UnscoredInsufficient · 0
$16,991101,670 mi

Boise, ID

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Boise, ID

UnscoredInsufficient · 0
$17,49581,285 mi

Boise, ID

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Boise, ID

UnscoredInsufficient · 0
$17,50058,742 mi

Boise, ID

2018 Mazda Mazda6 Touring

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

2018 Mazda Mazda6 Touring

Boise, ID

UnscoredInsufficient · 0
$17,59570,821 mi

Boise, ID

2021 Mazda Mazda3 Preferred

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

2021 Mazda Mazda3 Preferred

Boise, ID

UnscoredInsufficient · 0
$18,50075,388 mi

Boise, ID

2019 Mazda CX-5 Sport

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

2019 Mazda CX-5 Sport

Boise, ID

UnscoredInsufficient · 0
$19,49972,107 mi

Boise, ID

2020 Mazda CX-5 Sport

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

2020 Mazda CX-5 Sport

Boise, ID

UnscoredInsufficient · 0
$19,69971,202 mi

Boise, ID

2021 Mazda CX-30 Premium

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

2021 Mazda CX-30 Premium

Boise, ID

UnscoredInsufficient · 0
$19,84880,626 mi

Boise, ID

2019 Mazda CX-5 Sport

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

2019 Mazda CX-5 Sport

Boise, ID

UnscoredInsufficient · 0
$19,99540,538 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$20,49096,590 mi

Boise, ID

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

Boise, ID

Salvage title
$20,7003,605 mi

Boise, ID

2023 Mazda Mazda3 Premium

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

2023 Mazda Mazda3 Premium

Boise, ID

Salvage title
$21,70016,420 mi

Boise, ID

2020 Mazda MAZDA6 Grand Touring

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

2020 Mazda MAZDA6 Grand Touring

Boise, ID

UnscoredInsufficient · 0
$21,89856,599 mi

Boise, ID

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Boise, ID

UnscoredInsufficient · 0
$22,00029,139 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$22,17044,309 mi

Boise, ID

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

Boise, ID

Unscored
$22,68345,901 mi

Comparison: 5 similar vehicles

Boise, ID

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

Boise, ID

Salvage title
$22,7002,147 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$22,84925,508 mi

Boise, ID

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

Boise, ID

Unscored
$23,28041,264 mi

Comparison: 5 similar vehicles

Boise, ID

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

Boise, ID

Unscored
$23,44939,051 mi

Comparison: 15 similar vehicles

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$23,94741,400 mi

Boise, ID

2024 Mazda Mazda3 Carbon Edition

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

2024 Mazda Mazda3 Carbon Edition

Boise, ID

UnscoredInsufficient · 0
$23,96621,315 mi

Boise, ID

2024 Mazda CX-30 Turbo Premium Plus

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

2024 Mazda CX-30 Turbo Premium Plus

Boise, ID

Salvage title
$24,1009,657 mi

Boise, ID

2022 Mazda CX-5 S Premium Plus package

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

2022 Mazda CX-5 S Premium Plus package

Boise, ID

UnscoredInsufficient · 0
$24,29541,189 mi

Boise, ID

2022 Mazda CX-5 S Premium package

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

2022 Mazda CX-5 S Premium package

Boise, ID

UnscoredInsufficient · 0
$24,49745,711 mi

Boise, ID

2023 Mazda CX-9 Grand Touring

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

2023 Mazda CX-9 Grand Touring

Boise, ID

UnscoredInsufficient · 0
$24,54369,797 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$24,54827,825 mi

Boise, ID

2026 Mazda Mazda3 S

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

2026 Mazda Mazda3 S

Boise, ID

UnscoredInsufficient · 0
$24,589Mileage not verified

Boise, ID

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

Boise, ID

Unscored
$24,67130,013 mi

Comparison: 9 similar vehicles

Boise, ID

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 recently 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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