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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

845 listings found

2008 Scion tC Base

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

2008 Scion tC Base

Austin, TX

UnscoredInsufficient · 0
$3,500225,000 mi

Austin, TX

2005 Chevrolet Monte Carlo LT

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

2005 Chevrolet Monte Carlo LT

Austin, TX

UnscoredInsufficient · 0
$4,499140,325 mi

Austin, TX

2006 Ford Mustang Deluxe

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

2006 Ford Mustang Deluxe

Austin, TX

UnscoredInsufficient · 0
$4,628148,422 mi

Austin, TX

2013 Scion FR-S 10 Series

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

2013 Scion FR-S 10 Series

Kirby, TX

UnscoredInsufficient · 0
$4,995151,742 mi

Kirby, TX

2006 Honda Civic LX

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

2006 Honda Civic LX

San Antonio, TX

UnscoredLimited · 11
$4,995175,163 mi

Comparison: 11 similar vehicles

San Antonio, TX

2007 Scion tC Base

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

2007 Scion tC Base

San Antonio, TX

UnscoredInsufficient · 0
$4,999167,344 mi

San Antonio, TX

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Kyle, TX

Salvage title
$4,999111,759 mi

Kyle, TX

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Luling, TX

UnscoredInsufficient · 0
$5,225124,532 mi

Luling, TX

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

San Antonio, TX

UnscoredLimited · 9
$5,395131,748 mi

Comparison: 9 similar vehicles

San Antonio, TX

2011 Nissan Altima S

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

2011 Nissan Altima S

San Antonio, TX

UnscoredLimited · 10
$5,495120,253 mi

Comparison: 10 similar vehicles

San Antonio, TX

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

San Antonio, TX

UnscoredLimited · 10
$5,595175,847 mi

Comparison: 10 similar vehicles

San Antonio, TX

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

San Antonio, TX

Salvage title
$5,999151,551 mi

San Antonio, TX

2009 Ford Mustang Deluxe

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

2009 Ford Mustang Deluxe

San Antonio, TX

UnscoredInsufficient · 0
$6,199158,000 mi

San Antonio, TX

2006 Chrysler Crossfire Limited

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

2006 Chrysler Crossfire Limited

San Antonio, TX

UnscoredInsufficient · 0
$6,450124,951 mi

San Antonio, TX

2013 Audi A5 Premium

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

2013 Audi A5 Premium

San Antonio, TX

UnscoredLimited · 7
$6,895113,425 mi

Comparison: 7 similar vehicles

San Antonio, TX

2008 Honda Civic EX

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

2008 Honda Civic EX

New Braunfels, TX

UnscoredInsufficient · 3
$6,995Mileage not verified

Comparison: 3 similar vehicles

New Braunfels, TX

2009 Nissan Altima SE

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

2009 Nissan Altima SE

Austin, TX

UnscoredInsufficient · 0
$7,175105,552 mi

Austin, TX

2014 Scion tC Base

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

2014 Scion tC Base

Austin, TX

UnscoredInsufficient · 4
$7,215163,132 mi

Comparison: 4 similar vehicles

Austin, TX

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Austin, TX

UnscoredLimited · 7
$7,950172,825 mi

Comparison: 7 similar vehicles

Austin, TX

2007 Mercedes-Benz CLK-Class CLK350

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

2007 Mercedes-Benz CLK-Class CLK350

San Antonio, TX

UnscoredInsufficient · 0
$7,990147,359 mi

San Antonio, TX

2014 Honda Civic LX

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

2014 Honda Civic LX

San Antonio, TX

UnscoredLimited · 9
$8,000123,112 mi

Comparison: 9 similar vehicles

San Antonio, TX

2013 MINI Cooper S

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

2013 MINI Cooper S

San Antonio, TX

UnscoredLimited · 6
$8,51793,768 mi

Comparison: 6 similar vehicles

San Antonio, TX

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Austin, TX

UnscoredModerate · 23
$8,788139,250 mi

Comparison: 23 similar vehicles

Austin, TX

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

San Antonio, TX

UnscoredInsufficient · 0
$8,90031,733 mi

San Antonio, TX

2014 BMW 2 Series 228i

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

2014 BMW 2 Series 228i

San Antonio, TX

UnscoredInsufficient · 0
$8,990122,124 mi

San Antonio, TX

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

San Antonio, TX

UnscoredInsufficient · 0
$9,80058,880 mi

San Antonio, TX

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Austin, TX

UnscoredLimited · 13
$9,999172,863 mi

Comparison: 13 similar vehicles

Austin, TX

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Austin, TX

Fair PriceLimited · 10
$9,999109,116 mi

Market: $5,498 – $10,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Austin, TX

2003 Ford Mustang GT Deluxe

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

2003 Ford Mustang GT Deluxe

San Antonio, TX

UnscoredInsufficient · 0
$9,99989,850 mi

San Antonio, TX

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Austin, TX

Fair PriceModerate · 37
$10,206101,002 mi

Market: $7,000 – $16,998

Comparison: 37 similar vehicles

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

Austin, TX

2013 Honda Civic LX

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

2013 Honda Civic LX

San Antonio, TX

UnscoredLimited · 5
$10,950149,879 mi

Comparison: 5 similar vehicles

San Antonio, TX

2013 Audi S5 Premium Plus

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

2013 Audi S5 Premium Plus

San Antonio, TX

UnscoredLimited · 7
$10,981174,481 mi

Comparison: 7 similar vehicles

San Antonio, TX

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Buda, TX

UnscoredInsufficient · 3
$10,99979,310 mi

Comparison: 3 similar vehicles

Buda, TX

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Kirby, TX

UnscoredLimited · 7
$10,999150,453 mi

Comparison: 7 similar vehicles

Kirby, TX

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Austin, TX

UnscoredModerate · 42
$11,113143,321 mi

Comparison: 42 similar vehicles

Austin, TX

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Spring Branch, TX

UnscoredInsufficient · 4
$11,355100,451 mi

Comparison: 4 similar vehicles

Spring Branch, TX

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Austin, TX

UnscoredLimited · 14
$11,399138,845 mi

Comparison: 14 similar vehicles

Austin, TX

2015 Audi S5 Premium Plus

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

2015 Audi S5 Premium Plus

Selma, TX

UnscoredInsufficient · 0
$11,495101,205 mi

Selma, TX

2013 Hyundai Genesis Coupe Grand Touring

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

2013 Hyundai Genesis Coupe Grand Touring

Austin, TX

UnscoredInsufficient · 0
$11,60795,000 mi

Austin, TX

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Austin, TX

UnscoredLimited · 6
$11,64281,939 mi

Comparison: 6 similar vehicles

Austin, TX

2015 BMW 4 Series 435i

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

2015 BMW 4 Series 435i

San Antonio, TX

UnscoredModerate · 28
$11,900154,258 mi

Comparison: 28 similar vehicles

San Antonio, TX

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Universal City, TX

UnscoredInsufficient · 3
$11,90078,060 mi

Comparison: 3 similar vehicles

Universal City, TX

2010 Nissan Altima S

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

2010 Nissan Altima S

San Antonio, TX

OverpricedModerate · 21
$11,950192,000 mi

Market: $1,950 – $5,723

Comparison: 21 similar vehicles

Priced ~109% above the typical market range for similar vehicles (based on current market benchmarks)

San Antonio, TX

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Austin, TX

UnscoredModerate · 30
$11,990129,488 mi

Comparison: 30 similar vehicles

Austin, TX

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Selma, TX

UnscoredLimited · 14
$11,991133,590 mi

Comparison: 14 similar vehicles

Selma, TX

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Austin, TX

UnscoredModerate · 36
$11,995135,181 mi

Comparison: 36 similar vehicles

Austin, TX

2012 Audi A5 Premium

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

2012 Audi A5 Premium

San Antonio, TX

UnscoredInsufficient · 0
$11,99879,833 mi

San Antonio, TX

2013 Scion FR-S Base

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

2013 Scion FR-S Base

San Antonio, TX

UnscoredInsufficient · 0
$11,99989,000 mi

San Antonio, TX

2016 Hyundai Genesis Coupe Ultimate

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

2016 Hyundai Genesis Coupe Ultimate

Austin, TX

UnscoredInsufficient · 0
$12,000129,119 mi

Austin, TX

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

San Antonio, TX

UnscoredLimited · 7
$12,122141,567 mi

Comparison: 7 similar vehicles

San Antonio, 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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