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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

1,326 listings found

2005 Lexus ES 330

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

2005 Lexus ES 330

Oklahoma City, OK

UnscoredLimited · 9
$2,177242,743 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2006 Volkswagen Jetta 2.0T

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

2006 Volkswagen Jetta 2.0T

Oklahoma City, OK

UnscoredInsufficient · 0
$2,500146,426 mi

Oklahoma City, OK

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Oklahoma City, OK

UnscoredLimited · 19
$2,777243,150 mi

Comparison: 19 similar vehicles

Oklahoma City, OK

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Oklahoma City, OK

UnscoredInsufficient · 3
$2,977227,892 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2005 Chevrolet Malibu LS

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

2005 Chevrolet Malibu LS

Oklahoma City, OK

UnscoredInsufficient · 0
$3,160164,000 mi

Oklahoma City, OK

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Oklahoma City, OK

UnscoredLimited · 11
$3,177192,603 mi

Comparison: 11 similar vehicles

Oklahoma City, OK

2006 Toyota Camry Standard

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

2006 Toyota Camry Standard

Oklahoma City, OK

UnscoredInsufficient · 0
$3,277178,527 mi

Oklahoma City, OK

2005 Lexus ES 330

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

2005 Lexus ES 330

Oklahoma City, OK

UnscoredLimited · 9
$3,277Mileage not verified

Comparison: 9 similar vehicles

Oklahoma City, OK

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Oklahoma City, OK

UnscoredInsufficient · 4
$3,277221,390 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2003 Buick Century Custom

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

2003 Buick Century Custom

Oklahoma City, OK

UnscoredInsufficient · 0
$3,333118,823 mi

Oklahoma City, OK

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Oklahoma City, OK

UnscoredInsufficient · 3
$3,677154,238 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Oklahoma City, OK

UnscoredInsufficient · 4
$3,777129,550 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Oklahoma City, OK

UnscoredLimited · 8
$3,777178,827 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Oklahoma City, OK

UnscoredLimited · 8
$3,777182,529 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Perry, OK

UnscoredLimited · 5
$3,794249,860 mi

Comparison: 5 similar vehicles

Perry, OK

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Oklahoma City, OK

UnscoredLimited · 9
$3,977221,175 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2009 Lexus ES 350

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

2009 Lexus ES 350

Midwest City, OK

UnscoredLimited · 5
$3,995191,983 mi

Comparison: 5 similar vehicles

Midwest City, OK

2014 Ford Taurus SE

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

2014 Ford Taurus SE

Oklahoma City, OK

UnscoredInsufficient · 3
$3,999200,674 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2001 Ford Taurus SES

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

2001 Ford Taurus SES

Oklahoma City, OK

UnscoredInsufficient · 0
$4,000107,225 mi

Oklahoma City, OK

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Oklahoma City, OK

UnscoredLimited · 13
$4,277159,935 mi

Comparison: 13 similar vehicles

Oklahoma City, OK

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Oklahoma City, OK

UnscoredInsufficient · 3
$4,277233,210 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2013 Lexus GS 350

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

2013 Lexus GS 350

Perry, OK

UnscoredInsufficient · 4
$4,298267,691 mi

Comparison: 4 similar vehicles

Perry, OK

2013 Chevrolet Impala 1FL

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

2013 Chevrolet Impala 1FL

Choctaw, OK

UnscoredInsufficient · 0
$4,300170,000 mi

Choctaw, OK

2014 Kia Rio LX

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

2014 Kia Rio LX

Oklahoma City, OK

UnscoredLimited · 7
$4,449141,112 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2008 Honda Civic LX

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

2008 Honda Civic LX

Oklahoma City, OK

UnscoredLimited · 6
$4,500115,963 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Perry, OK

UnscoredModerate · 24
$4,694148,556 mi

Comparison: 24 similar vehicles

Perry, OK

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Oklahoma City, OK

UnscoredInsufficient · 4
$4,699152,427 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Oklahoma City, OK

UnscoredLimited · 6
$4,777104,312 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2015 Nissan Altima S

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

2015 Nissan Altima S

Oklahoma City, OK

UnscoredLimited · 5
$4,777158,559 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Ponca City, OK

UnscoredLimited · 9
$4,900193,948 mi

Comparison: 9 similar vehicles

Ponca City, OK

2018 Volkswagen Passat S

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

2018 Volkswagen Passat S

Oklahoma City, OK

UnscoredInsufficient · 0
$4,977183,551 mi

Oklahoma City, OK

2013 Dodge Charger SXT

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

2013 Dodge Charger SXT

Oklahoma City, OK

Salvage title
$4,977167,277 mi

Oklahoma City, OK

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Edmond, OK

UnscoredLimited · 7
$4,990285,501 mi

Comparison: 7 similar vehicles

Edmond, OK

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Oklahoma City, OK

UnscoredLimited · 6
$4,995177,068 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995276,191 mi

Oklahoma City, OK

2008 Toyota Avalon XL

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

2008 Toyota Avalon XL

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995318,201 mi

Oklahoma City, OK

2006 Honda Civic LX

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

2006 Honda Civic LX

Oklahoma City, OK

UnscoredLimited · 5
$4,995337,279 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2015 Dodge Dart Aero

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

2015 Dodge Dart Aero

Oklahoma City, OK

UnscoredInsufficient · 0
$4,999101,737 mi

Oklahoma City, OK

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Oklahoma City, OK

UnscoredLimited · 11
$5,000135,795 mi

Comparison: 11 similar vehicles

Oklahoma City, OK

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Oklahoma City, OK

UnscoredInsufficient · 3
$5,077148,306 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Oklahoma City, OK

Fair PriceLimited · 11
$5,277112,991 mi

Market: $5,250 – $13,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 294 days listed (based on current market benchmarks)

Oklahoma City, OK

2016 Dodge Dart GT Sport

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

2016 Dodge Dart GT Sport

Oklahoma City, OK

UnscoredInsufficient · 0
$5,277131,637 mi

Oklahoma City, OK

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Oklahoma City, OK

UnscoredLimited · 6
$5,299160,237 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2018 Chevrolet Impala Premier

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

2018 Chevrolet Impala Premier

Oklahoma City, OK

UnscoredLimited · 7
$5,499179,537 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2014 Hyundai Elantra Limited

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

2014 Hyundai Elantra Limited

Oklahoma City, OK

UnscoredInsufficient · 4
$5,499143,983 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Oklahoma City, OK

UnscoredInsufficient · 3
$5,499180,947 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Oklahoma City, OK

UnscoredLimited · 6
$5,504190,985 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Oklahoma City, OK

UnscoredLimited · 8
$5,699145,496 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2015 Ford Fusion Energi SE Luxury

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

2015 Ford Fusion Energi SE Luxury

Oklahoma City, OK

UnscoredInsufficient · 0
$5,699117,282 mi

Oklahoma City, OK

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Oklahoma City, OK

UnscoredLimited · 17
$5,777189,441 mi

Comparison: 17 similar vehicles

Oklahoma City, OK

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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