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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

2,747 listings found

2001 Honda Odyssey EX

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

2001 Honda Odyssey EX

Victoria, TX

UnscoredInsufficient · 0
$2,500147,860 mi

Victoria, TX

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Victoria, TX

UnscoredInsufficient · 0
$3,500189,470 mi

Victoria, TX

2004 Nissan Titan XE

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

2004 Nissan Titan XE

Palacios, TX

UnscoredInsufficient · 0
$3,500208,512 mi

Palacios, TX

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Palacios, TX

UnscoredInsufficient · 0
$3,995244,727 mi

Palacios, TX

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Victoria, TX

UnscoredInsufficient · 0
$4,444238,067 mi

Victoria, TX

2008 Hyundai Entourage GLS

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

2008 Hyundai Entourage GLS

Port Lavaca, TX

UnscoredInsufficient · 0
$4,500198,052 mi

Port Lavaca, TX

2008 Mercedes-Benz CLK-Class CLK350

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

2008 Mercedes-Benz CLK-Class CLK350

Port Lavaca, TX

Unscored
$4,500176,706 mi

Comparison: 5 similar vehicles

Port Lavaca, TX

2007 Chrysler PT Cruiser LIMITED

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

2007 Chrysler PT Cruiser LIMITED

Victoria, TX

UnscoredInsufficient · 0
$4,50073,511 mi

Victoria, TX

2005 Toyota Camry LE V6

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

2005 Toyota Camry LE V6

Victoria, TX

UnscoredInsufficient · 0
$4,500193,254 mi

Victoria, TX

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Victoria, TX

UnscoredInsufficient · 0
$4,900178,463 mi

Victoria, TX

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Port Lavaca, TX

Unscored
$5,000340,461 mi

Comparison: 20 similar vehicles

Port Lavaca, TX

2006 Cadillac CTS 3.6

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

2006 Cadillac CTS 3.6

Port Lavaca, TX

Unscored
$5,000176,031 mi

Comparison: 5 similar vehicles

Port Lavaca, TX

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Refugio, TX

Unscored
$5,220174,431 mi

Comparison: 21 similar vehicles

Refugio, TX

2006 Cadillac CTS 3.6

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

2006 Cadillac CTS 3.6

Port Lavaca, TX

Unscored
$5,500100,757 mi

Comparison: 5 similar vehicles

Port Lavaca, TX

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Victoria, TX

Unscored
$5,900134,225 mi

Comparison: 13 similar vehicles

Victoria, TX

2014 Chevrolet Suburban LS

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

2014 Chevrolet Suburban LS

Palacios, TX

UnscoredInsufficient · 0
$5,995289,358 mi

Palacios, TX

2003 Ford Excursion Limited

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

2003 Ford Excursion Limited

Palacios, TX

UnscoredInsufficient · 0
$5,995215,986 mi

Palacios, TX

2018 Buick Enclave Essence

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

2018 Buick Enclave Essence

Cuero, TX

Unscored
$6,210180,596 mi

Comparison: 13 similar vehicles

Cuero, TX

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Victoria, TX

Unscored
$6,215220,011 mi

Comparison: 5 similar vehicles

Victoria, TX

2012 Ford Transit Connect XLT

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

2012 Ford Transit Connect XLT

El Campo, TX

UnscoredInsufficient · 3
$6,500174,038 mi

Comparison: 3 similar vehicles

El Campo, TX

2008 Ford Explorer Sport Trac Limited

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

2008 Ford Explorer Sport Trac Limited

Victoria, TX

UnscoredInsufficient · 3
$6,500182,391 mi

Comparison: 3 similar vehicles

Victoria, TX

2008 Ford F-150 Lariat

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

2008 Ford F-150 Lariat

Palacios, TX

UnscoredInsufficient · 4
$6,500187,105 mi

Comparison: 4 similar vehicles

Palacios, TX

1998 GMC Savana

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

1998 GMC Savana

El Campo, TX

UnscoredInsufficient · 0
$6,50084,459 mi

El Campo, TX

1997 Chevrolet C2500 CHEYENNE

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

1997 Chevrolet C2500 CHEYENNE

El Campo, TX

UnscoredInsufficient · 0
$6,500300,000 mi

El Campo, TX

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Port Lavaca, TX

Unscored
$6,800216,000 mi

Comparison: 10 similar vehicles

Port Lavaca, TX

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Victoria, TX

Unscored
$6,900165,749 mi

Comparison: 40 similar vehicles

Victoria, TX

2016 Chevrolet Malibu Limited 1LS

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

2016 Chevrolet Malibu Limited 1LS

Victoria, TX

Unscored
$6,900182,665 mi

Comparison: 8 similar vehicles

Victoria, TX

2012 Buick Verano 1SL

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

2012 Buick Verano 1SL

Victoria, TX

UnscoredInsufficient · 0
$6,95488,650 mi

Victoria, TX

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Hallettsville, TX

Unscored
$6,995114,906 mi

Comparison: 8 similar vehicles

Hallettsville, TX

2010 Ford Expedition XLT

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

2010 Ford Expedition XLT

Palacios, TX

UnscoredInsufficient · 0
$6,996146,010 mi

Palacios, TX

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Cuero, TX

Unscored
$7,220171,243 mi

Comparison: 31 similar vehicles

Cuero, TX

2008 Lexus ES 350

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

2008 Lexus ES 350

Victoria, TX

Unscored
$7,225175,844 mi

Comparison: 21 similar vehicles

Victoria, TX

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Victoria, TX

Unscored
$7,400125,183 mi

Comparison: 56 similar vehicles

Victoria, TX

1998 Ford Club Wagon XL

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

1998 Ford Club Wagon XL

El Campo, TX

UnscoredInsufficient · 0
$7,500143,444 mi

El Campo, TX

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Victoria, TX

UnscoredInsufficient · 0
$7,999109,203 mi

Victoria, TX

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Victoria, TX

Unscored
$8,500139,780 mi

Comparison: 46 similar vehicles

Victoria, TX

2016 Ford Taurus Limited

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

2016 Ford Taurus Limited

Victoria, TX

UnscoredInsufficient · 0
$8,741138,581 mi

Victoria, TX

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Victoria, TX

Fair PriceModerate · 23
$8,900106,601 mi

Market: $6,495 – $18,000

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Victoria, TX

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Hallettsville, TX

UnscoredInsufficient · 0
$8,995218,449 mi

Hallettsville, TX

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Victoria, TX

Unscored
$8,999139,415 mi

Comparison: 8 similar vehicles

Victoria, TX

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Victoria, TX

UnscoredInsufficient · 3
$8,99989,664 mi

Comparison: 3 similar vehicles

Victoria, TX

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Victoria, TX

Unscored
$8,999138,197 mi

Comparison: 11 similar vehicles

Victoria, TX

2019 Nissan Altima SL

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

2019 Nissan Altima SL

Refugio, TX

Unscored
$9,038154,682 mi

Comparison: 13 similar vehicles

Refugio, TX

2015 Chevrolet Tahoe LS

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

2015 Chevrolet Tahoe LS

Victoria, TX

Unscored
$9,500207,510 mi

Comparison: 33 similar vehicles

Victoria, TX

2007 Ford Econoline Wagon XLT

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

2007 Ford Econoline Wagon XLT

El Campo, TX

UnscoredInsufficient · 0
$9,500132,333 mi

El Campo, TX

2004 GMC Savana

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

2004 GMC Savana

El Campo, TX

UnscoredInsufficient · 0
$9,500117,662 mi

El Campo, TX

2008 INFINITI M 45

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

2008 INFINITI M 45

Victoria, TX

UnscoredInsufficient · 0
$9,699104,517 mi

Victoria, TX

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Victoria, TX

Salvage title
$9,891172,018 mi

Victoria, TX

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Victoria, TX

Fair PriceModerate · 23
$9,900119,610 mi

Market: $8,800 – $22,495

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Victoria, TX

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Victoria, TX

Fair PriceModerate · 23
$9,995117,711 mi

Market: $6,500 – $14,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 283 days listed (based on current market benchmarks)

Victoria, 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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