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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,499 listings found

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Austin, TX

Unscored
$2,999235,000 mi

Comparison: 8 similar vehicles

Austin, TX

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

Austin, TX

Unscored
$2,999262,000 mi

Comparison: 10 similar vehicles

Austin, TX

2008 Mazda MAZDA3 s Sport

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

2008 Mazda MAZDA3 s Sport

Austin, TX

UnscoredInsufficient · 0
$3,999220,000 mi

Austin, TX

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Austin, TX

Salvage title
$4,300106,276 mi

Austin, TX

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

Austin, TX

Unscored
$4,750143,945 mi

Comparison: 10 similar vehicles

Austin, TX

2007 Mazda CX-7 Sport

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

2007 Mazda CX-7 Sport

Austin, TX

UnscoredInsufficient · 0
$5,69080,061 mi

Austin, TX

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

Austin, TX

Unscored
$5,950157,803 mi

Comparison: 10 similar vehicles

Austin, TX

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

Austin, TX

Unscored
$6,000253,774 mi

Comparison: 8 similar vehicles

Austin, TX

2010 Mazda CX-9 Touring

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

2010 Mazda CX-9 Touring

Austin, TX

Salvage title
$6,500123,116 mi

Austin, TX

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Austin, TX

Unscored
$6,715133,000 mi

Comparison: 12 similar vehicles

Austin, TX

2013 Mazda Mazda2 Touring

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

2013 Mazda Mazda2 Touring

Austin, TX

UnscoredInsufficient · 0
$7,000131,335 mi

Austin, TX

2012 Mazda MAZDA6 i Sport

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

2012 Mazda MAZDA6 i Sport

Austin, TX

UnscoredInsufficient · 0
$7,000141,710 mi

Austin, TX

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

Austin, TX

Unscored
$7,000154,643 mi

Comparison: 7 similar vehicles

Austin, TX

2011 Mazda MAZDA6 i Touring

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

2011 Mazda MAZDA6 i Touring

Austin, TX

UnscoredInsufficient · 0
$7,315118,700 mi

Austin, TX

2013 Mazda MAZDA3 i Grand Touring

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

2013 Mazda MAZDA3 i Grand Touring

Austin, TX

UnscoredInsufficient · 0
$7,450145,420 mi

Austin, TX

2015 Mazda MAZDA5 Sport

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

2015 Mazda MAZDA5 Sport

Austin, TX

UnscoredInsufficient · 0
$7,500198,000 mi

Austin, TX

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Austin, TX

Unscored
$7,500128,218 mi

Comparison: 8 similar vehicles

Austin, TX

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Austin, TX

UnscoredInsufficient · 0
$7,998152,193 mi

Austin, TX

2015 Mazda MAZDA3 i Sport

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

2015 Mazda MAZDA3 i Sport

Austin, TX

Unscored
$8,662143,882 mi

Comparison: 8 similar vehicles

Austin, TX

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Austin, TX

Unscored
$8,72592,874 mi

Comparison: 7 similar vehicles

Austin, TX

2013 Mazda CX-9 Grand Touring

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

2013 Mazda CX-9 Grand Touring

Austin, TX

UnscoredInsufficient · 3
$8,815102,090 mi

Comparison: 3 similar vehicles

Austin, TX

2008 Mazda Tribute s Sport

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

2008 Mazda Tribute s Sport

Austin, TX

UnscoredInsufficient · 0
$8,99582,000 mi

Austin, TX

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

Austin, TX

Salvage title
$8,999145,000 mi

Austin, TX

2017 Mazda Mazda3 Sport

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

2017 Mazda Mazda3 Sport

Austin, TX

Unscored
$9,000156,290 mi

Comparison: 6 similar vehicles

Austin, TX

2015 Mazda CX-5 Grand Touring

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

2015 Mazda CX-5 Grand Touring

Austin, TX

Unscored
$9,000190,039 mi

Comparison: 17 similar vehicles

Austin, TX

2014 Mazda MAZDA5 Sport

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

2014 Mazda MAZDA5 Sport

Austin, TX

UnscoredInsufficient · 0
$9,000125,055 mi

Austin, TX

2009 Mazda MAZDA6 i Touring

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

2009 Mazda MAZDA6 i Touring

Austin, TX

UnscoredInsufficient · 3
$9,00096,835 mi

Comparison: 3 similar vehicles

Austin, TX

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Austin, TX

Unscored
$9,225151,568 mi

Comparison: 18 similar vehicles

Austin, TX

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

Austin, TX

Unscored
$9,343228,895 mi

Comparison: 13 similar vehicles

Austin, TX

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

Austin, TX

Unscored
$9,500132,225 mi

Comparison: 10 similar vehicles

Austin, TX

2013 Mazda MAZDA6 s Grand Touring

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

2013 Mazda MAZDA6 s Grand Touring

Austin, TX

UnscoredInsufficient · 0
$9,995112,023 mi

Austin, TX

2020 Mazda Mazda3 Select

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

2020 Mazda Mazda3 Select

Austin, TX

Unscored
$10,215186,649 mi

Comparison: 6 similar vehicles

Austin, TX

2014 Mazda MAZDA3 s Grand Touring

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

2014 Mazda MAZDA3 s Grand Touring

Austin, TX

Unscored
$10,500123,000 mi

Comparison: 12 similar vehicles

Austin, TX

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

Austin, TX

Fair PriceLimited · 16
$10,79598,564 mi

Market: $7,638 – $16,995

Comparison: 16 similar vehicles

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

Austin, TX

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

Austin, TX

Unscored
$10,995156,427 mi

Comparison: 21 similar vehicles

Austin, TX

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

Austin, TX

Fair PriceLimited · 16
$10,995111,362 mi

Market: $7,638 – $16,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 425 days listed (based on current market benchmarks)

Austin, TX

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

Austin, TX

Fair PriceLimited · 17
$10,999114,225 mi

Market: $5,995 – $18,645

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Austin, TX

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

Austin, TX

Unscored
$11,99989,593 mi

Comparison: 7 similar vehicles

Austin, TX

2016 Mazda CX-5 Sport

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

2016 Mazda CX-5 Sport

Austin, TX

Unscored
$12,013120,434 mi

Comparison: 33 similar vehicles

Austin, TX

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

Austin, TX

Unscored
$12,384146,251 mi

Comparison: 10 similar vehicles

Austin, TX

2016 Mazda CX-3 Sport

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

2016 Mazda CX-3 Sport

Austin, TX

UnscoredInsufficient · 0
$12,390106,000 mi

Austin, TX

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

Austin, TX

Salvage title
$12,50050,473 mi

Austin, TX

2014 Mazda MAZDA3 s Grand Touring

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

2014 Mazda MAZDA3 s Grand Touring

Austin, TX

Unscored
$12,521103,852 mi

Comparison: 6 similar vehicles

Austin, TX

2018 Mazda Mazda6 Touring

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

2018 Mazda Mazda6 Touring

Austin, TX

Unscored
$12,900128,000 mi

Comparison: 12 similar vehicles

Austin, TX

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

Austin, TX

UnscoredInsufficient · 0
$12,99030,165 mi

Austin, TX

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

Austin, TX

UnscoredInsufficient · 0
$12,99955,764 mi

Austin, TX

2018 Mazda CX-9 Touring

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

2018 Mazda CX-9 Touring

Austin, TX

Unscored
$13,445121,924 mi

Comparison: 9 similar vehicles

Austin, TX

2017 Mazda MX-5 Miata Grand Touring

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

2017 Mazda MX-5 Miata Grand Touring

Austin, TX

UnscoredInsufficient · 0
$13,50079,538 mi

Austin, TX

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

Austin, TX

Unscored
$13,990136,582 mi

Comparison: 16 similar vehicles

Austin, TX

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

Austin, TX

Unscored
$13,99099,254 mi

Comparison: 9 similar vehicles

Austin, TX

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 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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