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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

7,503 listings found

2009 Kia Rio Base

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

2009 Kia Rio Base

New Braunfels, TX

UnscoredInsufficient · 0
$2,095Mileage not verified

New Braunfels, TX

2003 Toyota Echo Base

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

2003 Toyota Echo Base

Austin, TX

UnscoredInsufficient · 0
$2,499407,944 mi

Austin, TX

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Austin, TX

UnscoredLimited · 6
$2,990227,050 mi

Comparison: 6 similar vehicles

Austin, TX

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Austin, TX

UnscoredInsufficient · 4
$2,995155,289 mi

Comparison: 4 similar vehicles

Austin, TX

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Austin, TX

UnscoredLimited · 7
$2,995129,774 mi

Comparison: 7 similar vehicles

Austin, TX

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Austin, TX

UnscoredInsufficient · 3
$2,995122,298 mi

Comparison: 3 similar vehicles

Austin, TX

2005 Hyundai Sonata V6

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

2005 Hyundai Sonata V6

Austin, TX

UnscoredInsufficient · 0
$2,995135,000 mi

Austin, TX

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Austin, TX

UnscoredLimited · 7
$3,450176,925 mi

Comparison: 7 similar vehicles

Austin, TX

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Austin, TX

UnscoredInsufficient · 4
$3,450155,740 mi

Comparison: 4 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

UnscoredLimited · 10
$3,500262,000 mi

Comparison: 10 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

UnscoredLimited · 7
$3,800235,000 mi

Comparison: 7 similar vehicles

Austin, TX

2002 Mercury Grand Marquis GS

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

2002 Mercury Grand Marquis GS

Round Rock, TX

UnscoredInsufficient · 0
$3,900168,076 mi

Round Rock, TX

2003 Nissan Altima Base

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

2003 Nissan Altima Base

Austin, TX

UnscoredInsufficient · 0
$3,950135,539 mi

Austin, TX

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Round Rock, TX

UnscoredModerate · 34
$3,977151,000 mi

Comparison: 34 similar vehicles

Round Rock, TX

2012 Buick LaCrosse Convenience

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

2012 Buick LaCrosse Convenience

Austin, TX

UnscoredInsufficient · 4
$3,990206,016 mi

Comparison: 4 similar vehicles

Austin, TX

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Austin, TX

UnscoredLimited · 15
$3,995226,467 mi

Comparison: 15 similar vehicles

Austin, TX

2006 Honda Accord EX

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

2006 Honda Accord EX

Hutto, TX

UnscoredLimited · 16
$3,995196,009 mi

Comparison: 16 similar vehicles

Hutto, TX

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Austin, TX

UnscoredModerate · 32
$3,999156,752 mi

Comparison: 32 similar vehicles

Austin, TX

2012 Ford Focus SE

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

2012 Ford Focus SE

Austin, TX

UnscoredInsufficient · 3
$3,999120,578 mi

Comparison: 3 similar vehicles

Austin, TX

2010 Mitsubishi Galant FE

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

2010 Mitsubishi Galant FE

Austin, TX

UnscoredInsufficient · 0
$3,999148,800 mi

Austin, TX

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Austin, TX

UnscoredLimited · 6
$3,999131,837 mi

Comparison: 6 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

No Photo

2006 Honda Accord SE

Austin, TX

UnscoredInsufficient · 3
$3,999137,000 mi

Comparison: 3 similar vehicles

Austin, TX

2001 Lexus LS 430

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

2001 Lexus LS 430

Austin, TX

UnscoredInsufficient · 3
$3,999230,423 mi

Comparison: 3 similar vehicles

Austin, TX

No Photo

2014 Kia Optima EX Hybrid

Hutto, TX

UnscoredInsufficient · 4
$4,200196,244 mi

Comparison: 4 similar vehicles

Hutto, TX

2003 Honda Civic LX

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

2003 Honda Civic LX

Austin, TX

UnscoredInsufficient · 4
$4,220144,990 mi

Comparison: 4 similar vehicles

Austin, TX

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Austin, TX

UnscoredLimited · 12
$4,224196,270 mi

Comparison: 12 similar vehicles

Austin, TX

2014 Dodge Dart SE

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

2014 Dodge Dart SE

Hutto, TX

UnscoredInsufficient · 3
$4,250153,866 mi

Comparison: 3 similar vehicles

Hutto, TX

2009 Ford Focus SE

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

2009 Ford Focus SE

Kyle, TX

UnscoredLimited · 9
$4,325150,340 mi

Comparison: 9 similar vehicles

Kyle, TX

2016 Kia Rio LX

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

2016 Kia Rio LX

Hutto, TX

UnscoredModerate · 23
$4,450121,586 mi

Comparison: 23 similar vehicles

Hutto, TX

2012 Buick LaCrosse Touring

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

2012 Buick LaCrosse Touring

Pflugerville, TX

UnscoredInsufficient · 0
$4,499171,913 mi

Pflugerville, TX

2011 Lexus ES 350

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

2011 Lexus ES 350

Pflugerville, TX

UnscoredInsufficient · 4
$4,499238,108 mi

Comparison: 4 similar vehicles

Pflugerville, TX

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Pflugerville, TX

UnscoredInsufficient · 0
$4,499151,833 mi

Pflugerville, TX

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Hutto, TX

UnscoredLimited · 13
$4,500139,000 mi

Comparison: 13 similar vehicles

Hutto, TX

2009 Kia Rio LX

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

2009 Kia Rio LX

Leander, TX

UnscoredInsufficient · 4
$4,500Mileage not verified

Comparison: 4 similar vehicles

Leander, TX

2007 Honda Accord VP

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

2007 Honda Accord VP

Seguin, TX

UnscoredInsufficient · 0
$4,500159,796 mi

Seguin, TX

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

New Braunfels, TX

UnscoredInsufficient · 0
$4,500227,571 mi

New Braunfels, TX

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Austin, TX

UnscoredModerate · 23
$4,590194,229 mi

Comparison: 23 similar vehicles

Austin, TX

2014 Hyundai Elantra Sport

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

2014 Hyundai Elantra Sport

Hutto, TX

UnscoredLimited · 5
$4,600143,931 mi

Comparison: 5 similar vehicles

Hutto, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Pflugerville, TX

UnscoredInsufficient · 3
$4,650132,333 mi

Comparison: 3 similar vehicles

Pflugerville, TX

2004 Volkswagen Passat GLS

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

2004 Volkswagen Passat GLS

Kyle, TX

UnscoredInsufficient · 0
$4,675108,240 mi

Kyle, TX

2011 Kia Forte EX

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

2011 Kia Forte EX

Austin, TX

UnscoredInsufficient · 3
$4,692178,864 mi

Comparison: 3 similar vehicles

Austin, TX

2004 Honda Civic LX

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

2004 Honda Civic LX

New Braunfels, TX

UnscoredInsufficient · 0
$4,744132,261 mi

New Braunfels, 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

UnscoredLimited · 10
$4,750143,945 mi

Comparison: 10 similar vehicles

Austin, TX

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Niederwald, TX

UnscoredLimited · 8
$4,850169,245 mi

Comparison: 8 similar vehicles

Niederwald, TX

2006 Volkswagen Passat Value Edition

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

2006 Volkswagen Passat Value Edition

Kyle, TX

UnscoredInsufficient · 3
$4,850114,910 mi

Comparison: 3 similar vehicles

Kyle, TX

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

New Braunfels, TX

UnscoredInsufficient · 3
$4,888169,416 mi

Comparison: 3 similar vehicles

New Braunfels, TX

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Georgetown, TX

UnscoredLimited · 18
$4,900200,447 mi

Comparison: 18 similar vehicles

Georgetown, TX

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Austin, TX

UnscoredLimited · 19
$4,950161,000 mi

Comparison: 19 similar vehicles

Austin, TX

2005 Toyota Corolla S

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

2005 Toyota Corolla S

Austin, TX

UnscoredInsufficient · 0
$4,950181,968 mi

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. 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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