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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 21, 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

2,601 listings found

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Pharr, TX

UnscoredInsufficient · 0
$2,900184,000 mi

Pharr, TX

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

San Benito, TX

UnscoredInsufficient · 0
$3,024285,025 mi

San Benito, TX

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Pharr, TX

UnscoredInsufficient · 0
$3,495Mileage not verified

Pharr, TX

2012 Nissan Altima S

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

2012 Nissan Altima S

La Feria, TX

UnscoredLimited · 7
$3,995129,800 mi

Comparison: 7 similar vehicles

La Feria, TX

2007 BMW 3 Series 335i

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

2007 BMW 3 Series 335i

Mcallen, TX

UnscoredInsufficient · 0
$3,995182,548 mi

Mcallen, TX

2016 Buick Verano 1ST

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

2016 Buick Verano 1ST

Mcallen, TX

UnscoredInsufficient · 0
$4,25090,943 mi

Mcallen, TX

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

McAllen, TX

UnscoredInsufficient · 0
$4,300133,500 mi

McAllen, TX

2016 Chevrolet Impala 1LT

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

2016 Chevrolet Impala 1LT

Mcallen, TX

UnscoredInsufficient · 0
$4,500155,077 mi

Mcallen, TX

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Donna, TX

UnscoredInsufficient · 0
$4,500133,000 mi

Donna, TX

2013 Volvo S60 T5 Platinum

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

2013 Volvo S60 T5 Platinum

Pharr, TX

UnscoredInsufficient · 0
$4,50097,644 mi

Pharr, TX

2012 Mazda MAZDA6 i Touring

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

2012 Mazda MAZDA6 i Touring

La Feria, TX

UnscoredInsufficient · 0
$4,595Mileage not verified

La Feria, TX

2016 Chevrolet Cruze Premier

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

2016 Chevrolet Cruze Premier

Harlingen, TX

UnscoredInsufficient · 0
$4,995184,701 mi

Harlingen, TX

2016 Nissan Altima S

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

2016 Nissan Altima S

McAllen, TX

UnscoredInsufficient · 3
$4,995148,980 mi

Comparison: 3 similar vehicles

McAllen, TX

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Olmito, TX

UnscoredInsufficient · 3
$4,995210,158 mi

Comparison: 3 similar vehicles

Olmito, TX

2007 Pontiac G6 Base

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

2007 Pontiac G6 Base

Brownsville, TX

UnscoredInsufficient · 0
$4,995212,682 mi

Brownsville, TX

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

McAllen, TX

UnscoredInsufficient · 0
$5,15050,604 mi

McAllen, TX

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

San Juan, TX

UnscoredInsufficient · 3
$5,234143,514 mi

Comparison: 3 similar vehicles

San Juan, TX

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Brownsville, TX

UnscoredInsufficient · 0
$5,499183,150 mi

Brownsville, TX

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Brownsville, TX

UnscoredLimited · 9
$5,500192,552 mi

Comparison: 9 similar vehicles

Brownsville, TX

2015 Kia Optima LX

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

2015 Kia Optima LX

Donna, TX

UnscoredInsufficient · 3
$5,500122,000 mi

Comparison: 3 similar vehicles

Donna, TX

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Brownsville, TX

UnscoredInsufficient · 0
$5,500190,204 mi

Brownsville, TX

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Alamo, TX

UnscoredLimited · 7
$5,800170,185 mi

Comparison: 7 similar vehicles

Alamo, TX

2013 Cadillac XTS Base

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

2013 Cadillac XTS Base

Brownsville, TX

UnscoredInsufficient · 0
$5,800203,528 mi

Brownsville, TX

2014 Hyundai Azera Base

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

2014 Hyundai Azera Base

Harlingen, TX

UnscoredInsufficient · 0
$5,911176,846 mi

Harlingen, TX

2012 Nissan Sentra SL

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

2012 Nissan Sentra SL

Harlingen, TX

UnscoredInsufficient · 0
$5,956144,849 mi

Harlingen, TX

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Brownsville, TX

UnscoredLimited · 10
$6,000152,840 mi

Comparison: 10 similar vehicles

Brownsville, TX

2014 Ford Fiesta Titanium

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

2014 Ford Fiesta Titanium

Brownsville, TX

UnscoredInsufficient · 0
$6,00096,967 mi

Brownsville, TX

2013 Jaguar XF Base

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

2013 Jaguar XF Base

Edcouch, TX

UnscoredInsufficient · 0
$6,00089,780 mi

Edcouch, TX

2006 Mercedes-Benz S-Class S350

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

2006 Mercedes-Benz S-Class S350

Pharr, TX

UnscoredInsufficient · 0
$6,000100,913 mi

Pharr, TX

2014 Mercedes-Benz C-Class C300 Sport

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

2014 Mercedes-Benz C-Class C300 Sport

Brownsville, TX

UnscoredInsufficient · 0
$6,100128,857 mi

Brownsville, TX

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

San Juan, TX

UnscoredInsufficient · 0
$6,500110,117 mi

San Juan, TX

2016 Kia Forte LX

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

2016 Kia Forte LX

San Benito, TX

UnscoredLimited · 7
$6,500107,404 mi

Comparison: 7 similar vehicles

San Benito, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Mcallen, TX

UnscoredInsufficient · 3
$6,500173,101 mi

Comparison: 3 similar vehicles

Mcallen, TX

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

San Juan, TX

UnscoredLimited · 7
$6,537152,752 mi

Comparison: 7 similar vehicles

San Juan, TX

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

San Juan, TX

UnscoredInsufficient · 3
$6,850104,218 mi

Comparison: 3 similar vehicles

San Juan, TX

1999 Lincoln Town Car EXECUTIVE

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

1999 Lincoln Town Car EXECUTIVE

Weslaco, TX

UnscoredInsufficient · 0
$6,899116,168 mi

Weslaco, TX

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

San Juan, TX

UnscoredInsufficient · 0
$6,900184,975 mi

San Juan, TX

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Weslaco, TX

UnscoredInsufficient · 0
$6,950165,051 mi

Weslaco, TX

2011 Toyota Camry LE

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

2011 Toyota Camry LE

McAllen, TX

UnscoredLimited · 7
$6,950186,889 mi

Comparison: 7 similar vehicles

McAllen, TX

2007 Mercedes-Benz S-Class S550

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

2007 Mercedes-Benz S-Class S550

McAllen, TX

UnscoredInsufficient · 0
$6,950132,654 mi

McAllen, TX

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Harlingen, TX

UnscoredInsufficient · 0
$6,995128,103 mi

Harlingen, TX

2017 Kia Optima LX

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

2017 Kia Optima LX

Harlingen, TX

UnscoredInsufficient · 0
$6,995135,195 mi

Harlingen, TX

2007 Chrysler 300 Base

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

2007 Chrysler 300 Base

Harlingen, TX

UnscoredInsufficient · 0
$6,99897,551 mi

Harlingen, TX

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Raymondville, TX

UnscoredInsufficient · 0
$6,999143,189 mi

Raymondville, TX

2008 Honda Civic EX

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

2008 Honda Civic EX

Donna, TX

UnscoredInsufficient · 0
$7,095290,264 mi

Donna, TX

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Harlingen, TX

UnscoredInsufficient · 0
$7,220205,468 mi

Harlingen, TX

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

San Juan, TX

UnscoredInsufficient · 4
$7,250134,535 mi

Comparison: 4 similar vehicles

San Juan, TX

2014 Nissan Versa Sedan SL

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

2014 Nissan Versa Sedan SL

Harlingen, TX

UnscoredInsufficient · 0
$7,25971,782 mi

Harlingen, TX

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Mcallen, TX

UnscoredInsufficient · 3
$7,399211,081 mi

Comparison: 3 similar vehicles

Mcallen, TX

2017 Kia Forte LX

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

2017 Kia Forte LX

Brownsville, TX

UnscoredInsufficient · 0
$7,400161,126 mi

Brownsville, 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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