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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 10, 2026

7.3M+

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

717 listings found

2007 Mazda MAZDA5 Sport

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

2007 Mazda MAZDA5 Sport

Raleigh, NC

UnscoredInsufficient · 0
$3,749221,072 mi

Raleigh, NC

2010 Mazda MAZDA3 s Grand Touring

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

2010 Mazda MAZDA3 s Grand Touring

Raleigh, NC

Unscored
$4,498195,221 mi

Comparison: 5 similar vehicles

Raleigh, NC

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Raleigh, NC

Unscored
$4,749188,291 mi

Comparison: 6 similar vehicles

Raleigh, NC

2009 Mazda MAZDA5 Grand Touring

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

2009 Mazda MAZDA5 Grand Touring

Raleigh, NC

UnscoredInsufficient · 0
$4,799159,664 mi

Raleigh, NC

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

Raleigh, NC

Unscored
$5,498170,344 mi

Comparison: 6 similar vehicles

Raleigh, NC

2013 Mazda MAZDA5 Touring

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

2013 Mazda MAZDA5 Touring

Raleigh, NC

UnscoredInsufficient · 0
$5,949160,794 mi

Raleigh, NC

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Raleigh, NC

Unscored
$5,950137,077 mi

Comparison: 6 similar vehicles

Raleigh, NC

2014 Mazda MAZDA5 Sport

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

2014 Mazda MAZDA5 Sport

Raleigh, NC

Unscored
$5,998102,636 mi

Comparison: 21 similar vehicles

Raleigh, NC

2005 Mazda Miata Base

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

2005 Mazda Miata Base

Raleigh, NC

UnscoredInsufficient · 0
$5,999139,107 mi

Raleigh, NC

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Raleigh, NC

Unscored
$6,450121,956 mi

Comparison: 41 similar vehicles

Raleigh, NC

2016 Mazda MAZDA6 i Grand Touring

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

2016 Mazda MAZDA6 i Grand Touring

Raleigh, NC

Salvage title
$6,498173,342 mi

Raleigh, NC

2016 Mazda CX-9 Sport

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

2016 Mazda CX-9 Sport

Raleigh, NC

UnscoredInsufficient · 0
$6,498190,750 mi

Raleigh, NC

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Raleigh, NC

UnscoredInsufficient · 0
$6,554165,230 mi

Raleigh, NC

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

Raleigh, NC

Salvage title
$6,69982,125 mi

Raleigh, NC

2016 Mazda MAZDA6 i Sport

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

2016 Mazda MAZDA6 i Sport

Raleigh, NC

Salvage title
$6,907161,087 mi

Raleigh, NC

2006 Mazda MX-5 Miata Base

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

2006 Mazda MX-5 Miata Base

Raleigh, NC

Unscored
$6,950135,571 mi

Comparison: 16 similar vehicles

Raleigh, NC

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Raleigh, NC

Unscored
$6,999141,562 mi

Comparison: 20 similar vehicles

Raleigh, NC

2000 Mazda MX-5 LS

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

2000 Mazda MX-5 LS

Raleigh, NC

UnscoredInsufficient · 0
$7,44496,222 mi

Raleigh, NC

2021 Mazda Mazda3 Premium

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

2021 Mazda Mazda3 Premium

Raleigh, NC

UnscoredInsufficient · 3
$7,498191,278 mi

Comparison: 3 similar vehicles

Raleigh, NC

2014 Mazda MAZDA3 s Touring

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

2014 Mazda MAZDA3 s Touring

Raleigh, NC

UnscoredInsufficient · 3
$7,500188,512 mi

Comparison: 3 similar vehicles

Raleigh, NC

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

Raleigh, NC

Unscored
$7,880178,013 mi

Comparison: 24 similar vehicles

Raleigh, NC

2012 Mazda MAZDA3 i Grand Touring

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

2012 Mazda MAZDA3 i Grand Touring

Raleigh, NC

UnscoredInsufficient · 4
$7,90086,535 mi

Comparison: 4 similar vehicles

Raleigh, NC

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Raleigh, NC

Unscored
$7,998129,170 mi

Comparison: 9 similar vehicles

Raleigh, NC

2009 Mazda CX-7 Touring

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

2009 Mazda CX-7 Touring

Raleigh, NC

UnscoredInsufficient · 0
$7,99977,657 mi

Raleigh, NC

2010 Mazda CX-7 s Touring

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

2010 Mazda CX-7 s Touring

Raleigh, NC

UnscoredInsufficient · 0
$8,29983,088 mi

Raleigh, NC

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Raleigh, NC

Unscored
$8,997156,520 mi

Comparison: 28 similar vehicles

Raleigh, NC

2016 Mazda MAZDA6 i Sport

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

2016 Mazda MAZDA6 i Sport

Raleigh, NC

Unscored
$9,594142,561 mi

Comparison: 8 similar vehicles

Raleigh, NC

2019 Mazda CX-3 Sport

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

2019 Mazda CX-3 Sport

Raleigh, NC

UnscoredInsufficient · 0
$9,799119,881 mi

Raleigh, NC

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

Raleigh, NC

Unscored
$9,950137,245 mi

Comparison: 12 similar vehicles

Raleigh, NC

2016 Mazda CX-9 Touring

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

2016 Mazda CX-9 Touring

Raleigh, NC

UnscoredInsufficient · 0
$9,990164,415 mi

Raleigh, NC

2017 Mazda Mazda3 Touring

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

2017 Mazda Mazda3 Touring

Raleigh, NC

Unscored
$9,999147,847 mi

Comparison: 8 similar vehicles

Raleigh, NC

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

Raleigh, NC

Unscored
$10,950131,428 mi

Comparison: 22 similar vehicles

Raleigh, NC

2012 Mazda CX-9 Grand Touring

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

2012 Mazda CX-9 Grand Touring

Raleigh, NC

UnscoredInsufficient · 4
$10,990148,645 mi

Comparison: 4 similar vehicles

Raleigh, NC

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Raleigh, NC

Unscored
$10,999123,916 mi

Comparison: 28 similar vehicles

Raleigh, NC

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

Raleigh, NC

UnscoredInsufficient · 0
$10,999114,650 mi

Raleigh, NC

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Raleigh, NC

Unscored
$11,54898,754 mi

Comparison: 7 similar vehicles

Raleigh, NC

2017 Mazda CX-3 Touring

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

2017 Mazda CX-3 Touring

Raleigh, NC

Unscored
$11,950124,846 mi

Comparison: 7 similar vehicles

Raleigh, NC

2018 Mazda Mazda3 Grand Touring

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

2018 Mazda Mazda3 Grand Touring

Raleigh, NC

Fair PriceModerate · 37
$11,995115,332 mi

Market: $11,995 – $18,998

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Raleigh, NC

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Raleigh, NC

Unscored
$11,999131,336 mi

Comparison: 16 similar vehicles

Raleigh, NC

2020 Mazda Mazda3 Base

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

2020 Mazda Mazda3 Base

Raleigh, NC

UnscoredInsufficient · 0
$12,699120,508 mi

Raleigh, NC

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Raleigh, NC

Unscored
$12,699169,844 mi

Comparison: 28 similar vehicles

Raleigh, NC

2014 Mazda CX-9 Touring

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

2014 Mazda CX-9 Touring

Raleigh, NC

Unscored
$12,950105,906 mi

Comparison: 5 similar vehicles

Raleigh, NC

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Raleigh, NC

Fair PriceModerate · 24
$12,998107,035 mi

Market: $8,500 – $17,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Raleigh, NC

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

Raleigh, NC

Unscored
$13,200137,561 mi

Comparison: 8 similar vehicles

Raleigh, NC

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Raleigh, NC

Unscored
$13,299124,511 mi

Comparison: 14 similar vehicles

Raleigh, NC

2018 Mazda CX-5 Touring

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

2018 Mazda CX-5 Touring

Raleigh, NC

Fair PriceModerate · 30
$13,894117,700 mi

Market: $12,550 – $16,800

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Raleigh, NC

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

Raleigh, NC

Unscored
$14,299147,100 mi

Comparison: 9 similar vehicles

Raleigh, NC

2015 Mazda CX-5 Sport

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

2015 Mazda CX-5 Sport

Raleigh, NC

Fair PriceModerate · 26
$14,595114,601 mi

Market: $8,999 – $14,999

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Raleigh, NC

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

Raleigh, NC

Fair PriceLimited · 18
$14,70086,948 mi

Market: $10,499 – $20,887

Comparison: 18 similar vehicles

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

Raleigh, NC

2016 Mazda MX-5 Miata Grand Touring

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

2016 Mazda MX-5 Miata Grand Touring

Raleigh, NC

Unscored
$14,99080,251 mi

Comparison: 15 similar vehicles

Raleigh, NC

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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