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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 21, 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

957 listings found

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

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

2012 Toyota Camry LE Hybrid

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

2012 Toyota Camry LE Hybrid

Perry, OK

UnscoredInsufficient · 0
$4,599221,389 mi

Perry, 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

UnscoredLimited · 11
$4,694148,556 mi

Comparison: 11 similar vehicles

Perry, 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 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

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

UnscoredInsufficient · 0
$5,504190,985 mi

Oklahoma City, OK

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Perry, OK

UnscoredLimited · 9
$5,794194,466 mi

Comparison: 9 similar vehicles

Perry, OK

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Oklahoma City, OK

UnscoredLimited · 5
$5,799106,072 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Edmond, OK

UnscoredLimited · 5
$5,900150,981 mi

Comparison: 5 similar vehicles

Edmond, OK

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Ponca City, OK

UnscoredInsufficient · 0
$5,900183,698 mi

Ponca City, OK

2009 Pontiac G6

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

2009 Pontiac G6

Ponca City, OK

UnscoredInsufficient · 0
$5,900122,631 mi

Ponca City, OK

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Ponca City, OK

UnscoredInsufficient · 3
$5,900166,244 mi

Comparison: 3 similar vehicles

Ponca City, OK

2016 Dodge Dart SXT Sport

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

2016 Dodge Dart SXT Sport

Oklahoma City, OK

UnscoredInsufficient · 3
$5,994142,380 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Edmond, OK

UnscoredInsufficient · 3
$5,995143,012 mi

Comparison: 3 similar vehicles

Edmond, OK

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Oklahoma City, OK

UnscoredLimited · 7
$5,999105,195 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2012 Chevrolet Impala LS

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

2012 Chevrolet Impala LS

Enid, OK

UnscoredInsufficient · 0
$6,000173,970 mi

Enid, OK

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Perry, OK

UnscoredLimited · 18
$6,099158,408 mi

Comparison: 18 similar vehicles

Perry, OK

2014 Buick Verano 1SG

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

2014 Buick Verano 1SG

Perry, OK

UnscoredInsufficient · 0
$6,784157,069 mi

Perry, OK

2017 Kia Rio LX

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

2017 Kia Rio LX

Ponca City, OK

UnscoredLimited · 17
$6,900126,163 mi

Comparison: 17 similar vehicles

Ponca City, OK

2016 Cadillac ATS Standard

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

2016 Cadillac ATS Standard

Edmond, OK

Salvage title
$6,900131,042 mi

Edmond, OK

2011 INFINITI M 37

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

2011 INFINITI M 37

Ponca City, OK

UnscoredInsufficient · 0
$6,900177,097 mi

Ponca City, OK

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Perry, OK

UnscoredModerate · 20
$7,146126,626 mi

Comparison: 20 similar vehicles

Perry, OK

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Oklahoma City, OK

UnscoredInsufficient · 0
$7,19092,859 mi

Oklahoma City, OK

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Oklahoma City, OK

Fair PriceModerate · 20
$7,192105,376 mi

Market: $3,999 – $9,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Oklahoma City, OK

2013 Lincoln MKZ Base

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

2013 Lincoln MKZ Base

Oklahoma City, OK

UnscoredLimited · 5
$7,287120,150 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Edmond, OK

UnscoredLimited · 8
$7,500152,473 mi

Comparison: 8 similar vehicles

Edmond, OK

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Stillwater, OK

UnscoredLimited · 7
$7,667137,884 mi

Comparison: 7 similar vehicles

Stillwater, OK

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Stillwater, OK

UnscoredInsufficient · 3
$7,888111,486 mi

Comparison: 3 similar vehicles

Stillwater, OK

2018 Ford Fusion S

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

2018 Ford Fusion S

Perry, OK

UnscoredLimited · 7
$8,405132,310 mi

Comparison: 7 similar vehicles

Perry, OK

2013 Lincoln MKS Base

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

2013 Lincoln MKS Base

Oklahoma City, OK

UnscoredInsufficient · 4
$8,49993,442 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Oklahoma City, OK

UnscoredInsufficient · 3
$8,990193,884 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2018 Ford Focus SE

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

2018 Ford Focus SE

Oklahoma City, OK

UnscoredInsufficient · 4
$9,698106,520 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2014 Dodge Charger SXT

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

2014 Dodge Charger SXT

Oklahoma City, OK

UnscoredLimited · 5
$9,698163,607 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2022 Mitsubishi Mirage G4 Black Edition

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

2022 Mitsubishi Mirage G4 Black Edition

Edmond, OK

UnscoredInsufficient · 0
$9,800107,691 mi

Edmond, OK

2018 Chrysler 300 Limited

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

2018 Chrysler 300 Limited

Edmond, OK

UnscoredInsufficient · 4
$9,890177,843 mi

Comparison: 4 similar vehicles

Edmond, OK

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Edmond, OK

UnscoredInsufficient · 3
$9,900133,193 mi

Comparison: 3 similar vehicles

Edmond, OK

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Edmond, OK

UnscoredLimited · 10
$9,999123,016 mi

Comparison: 10 similar vehicles

Edmond, OK

2017 Honda Accord Hybrid Touring

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

2017 Honda Accord Hybrid Touring

Enid, OK

UnscoredInsufficient · 0
$10,000200,200 mi

Enid, OK

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Edmond, OK

UnscoredInsufficient · 4
$10,00091,080 mi

Comparison: 4 similar vehicles

Edmond, OK

2013 Hyundai Sonata Hybrid Base

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

2013 Hyundai Sonata Hybrid Base

Oklahoma City, OK

UnscoredInsufficient · 0
$10,10357,180 mi

Oklahoma City, OK

2019 Chevrolet Malibu 1FL

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

2019 Chevrolet Malibu 1FL

Edmond, OK

UnscoredInsufficient · 3
$10,200133,338 mi

Comparison: 3 similar vehicles

Edmond, OK

2015 Acura TLX Technology Package

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

2015 Acura TLX Technology Package

Oklahoma City, OK

UnscoredLimited · 8
$10,490168,243 mi

Comparison: 8 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

Edmond, OK

UnscoredInsufficient · 3
$10,50067,391 mi

Comparison: 3 similar vehicles

Edmond, OK

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Edmond, OK

UnscoredLimited · 6
$10,500148,456 mi

Comparison: 6 similar vehicles

Edmond, OK

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Oklahoma City, OK

Fair PriceLimited · 10
$10,588111,091 mi

Market: $8,988 – $20,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Oklahoma City, OK

2013 Lexus ES 350

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

2013 Lexus ES 350

Edmond, OK

UnscoredLimited · 14
$10,990175,478 mi

Comparison: 14 similar vehicles

Edmond, OK

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Edmond, OK

UnscoredLimited · 6
$10,990122,020 mi

Comparison: 6 similar vehicles

Edmond, OK

2021 Kia Rio LX

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

2021 Kia Rio LX

Oklahoma City, OK

UnscoredInsufficient · 3
$10,999105,645 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2019 Kia FORTE S

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

2019 Kia FORTE S

Edmond, OK

UnscoredInsufficient · 0
$11,00059,055 mi

Edmond, 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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