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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 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

4,756 listings found

1998 Chevrolet C1500

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

1998 Chevrolet C1500

Odessa, TX

UnscoredInsufficient · 0
$1,995196,976 mi

Odessa, TX

1999 Dodge Intrepid BASE

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

1999 Dodge Intrepid BASE

Odessa, TX

UnscoredInsufficient · 0
$2,350167,227 mi

Odessa, TX

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Odessa, TX

UnscoredInsufficient · 0
$2,500307,999 mi

Odessa, TX

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Odessa, TX

UnscoredInsufficient · 0
$2,500159,049 mi

Odessa, TX

2011 Honda Civic LX

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

2011 Honda Civic LX

Odessa, TX

UnscoredInsufficient · 0
$2,950Mileage not verified

Odessa, 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

Odessa, TX

UnscoredInsufficient · 0
$2,950251,216 mi

Odessa, TX

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Odessa, TX

UnscoredInsufficient · 0
$2,995214,711 mi

Odessa, TX

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Odessa, TX

UnscoredInsufficient · 0
$2,995199,595 mi

Odessa, TX

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Odessa, TX

UnscoredInsufficient · 3
$3,495196,601 mi

Comparison: 3 similar vehicles

Odessa, TX

2010 Ford Expedition King Ranch

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

2010 Ford Expedition King Ranch

Odessa, TX

UnscoredInsufficient · 0
$4,950194,556 mi

Odessa, TX

2005 Chevrolet Silverado 2500HD Work

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

2005 Chevrolet Silverado 2500HD Work

Odessa, TX

UnscoredInsufficient · 0
$5,800249,143 mi

Odessa, TX

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Odessa, TX

Unscored
$6,220169,555 mi

Comparison: 8 similar vehicles

Odessa, TX

No Photo

2014 Chevrolet Impala 1LS

Odessa, TX

UnscoredInsufficient · 0
$6,500190,953 mi

Odessa, TX

2020 Kia Soul LX

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

2020 Kia Soul LX

Odessa, TX

Unscored
$6,995102,927 mi

Comparison: 6 similar vehicles

Odessa, TX

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Odessa, TX

Unscored
$7,000142,100 mi

Comparison: 6 similar vehicles

Odessa, TX

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Odessa, TX

UnscoredInsufficient · 0
$7,950127,000 mi

Odessa, TX

2011 Mazda CX-7 s Grand Touring

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

2011 Mazda CX-7 s Grand Touring

Odessa, TX

UnscoredInsufficient · 0
$7,950139,564 mi

Odessa, TX

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Odessa, TX

UnscoredInsufficient · 0
$7,950199,189 mi

Odessa, TX

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Odessa, TX

UnscoredInsufficient · 0
$7,995247,900 mi

Odessa, TX

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Odessa, TX

UnscoredInsufficient · 3
$8,500185,834 mi

Comparison: 3 similar vehicles

Odessa, TX

2015 Nissan Altima S

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

2015 Nissan Altima S

Odessa, TX

Unscored
$8,950179,014 mi

Comparison: 5 similar vehicles

Odessa, TX

2006 Chevrolet HHR LT

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

2006 Chevrolet HHR LT

Odessa, TX

UnscoredInsufficient · 0
$8,95072,325 mi

Odessa, TX

No Photo

2007 Chevrolet Tahoe LT

Odessa, TX

UnscoredInsufficient · 0
$8,995Mileage not verified

Odessa, TX

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Odessa, TX

UnscoredInsufficient · 0
$8,999140,130 mi

Odessa, TX

2018 Nissan Altima S

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

2018 Nissan Altima S

Odessa, TX

UnscoredInsufficient · 3
$9,500148,398 mi

Comparison: 3 similar vehicles

Odessa, TX

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Odessa, TX

UnscoredInsufficient · 0
$9,500166,340 mi

Odessa, TX

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Odessa, TX

UnscoredInsufficient · 0
$9,500102,793 mi

Odessa, TX

No Photo

2012 Chevrolet Silverado 1500 LS

Odessa, TX

UnscoredInsufficient · 0
$9,500203,436 mi

Odessa, TX

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Odessa, TX

UnscoredInsufficient · 0
$9,986104,572 mi

Odessa, TX

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Odessa, TX

UnscoredInsufficient · 0
$9,999164,702 mi

Odessa, TX

2023 Honda HR-V LX

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

2023 Honda HR-V LX

Odessa, TX

UnscoredInsufficient · 3
$10,220134,835 mi

Comparison: 3 similar vehicles

Odessa, TX

2016 Nissan Altima SL

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

2016 Nissan Altima SL

Odessa, TX

UnscoredInsufficient · 0
$10,93689,880 mi

Odessa, TX

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Odessa, TX

UnscoredInsufficient · 0
$10,950100,185 mi

Odessa, TX

2014 Ford Mustang

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

2014 Ford Mustang

Odessa, TX

UnscoredInsufficient · 0
$10,950196,320 mi

Odessa, TX

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Odessa, TX

UnscoredInsufficient · 0
$10,950138,763 mi

Odessa, TX

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Odessa, TX

UnscoredInsufficient · 0
$10,950171,699 mi

Odessa, TX

2008 Ford F-350 Super Duty Chassis Cab

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

2008 Ford F-350 Super Duty Chassis Cab

Odessa, TX

UnscoredInsufficient · 0
$10,950282,493 mi

Odessa, TX

2008 Chevrolet Silverado 2500HD 1LT

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

2008 Chevrolet Silverado 2500HD 1LT

Odessa, TX

UnscoredInsufficient · 0
$10,950229,834 mi

Odessa, TX

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Odessa, TX

UnscoredInsufficient · 4
$10,950168,198 mi

Comparison: 4 similar vehicles

Odessa, TX

2006 Chevrolet Silverado 1500 LS2

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

2006 Chevrolet Silverado 1500 LS2

Odessa, TX

UnscoredInsufficient · 0
$10,950129,262 mi

Odessa, TX

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Odessa, TX

UnscoredInsufficient · 0
$11,000172,000 mi

Odessa, TX

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Odessa, TX

UnscoredInsufficient · 3
$11,220121,159 mi

Comparison: 3 similar vehicles

Odessa, TX

No Photo

2017 Jeep Grand Cherokee Altitude

Odessa, TX

UnscoredInsufficient · 0
$11,950127,214 mi

Odessa, TX

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Odessa, TX

UnscoredInsufficient · 0
$11,950190,038 mi

Odessa, TX

2013 Cadillac Escalade ESV Platinum Edition

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

2013 Cadillac Escalade ESV Platinum Edition

Odessa, TX

UnscoredInsufficient · 0
$11,999197,337 mi

Odessa, TX

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Odessa, TX

Unscored
$12,220112,879 mi

Comparison: 6 similar vehicles

Odessa, TX

2007 Honda Ridgeline RTS

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

2007 Honda Ridgeline RTS

Odessa, TX

UnscoredInsufficient · 0
$12,220139,636 mi

Odessa, TX

2020 Ford Escape S

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

2020 Ford Escape S

Odessa, TX

UnscoredInsufficient · 4
$12,500155,654 mi

Comparison: 4 similar vehicles

Odessa, TX

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Odessa, TX

Unscored
$12,500134,969 mi

Comparison: 13 similar vehicles

Odessa, TX

2017 Jaguar XE Premium

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

2017 Jaguar XE Premium

Odessa, TX

UnscoredInsufficient · 0
$12,500143,652 mi

Odessa, 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 recently 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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