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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

2,004 listings found

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Lancaster, CA

UnscoredInsufficient · 3
$3,495Mileage not verified

Comparison: 3 similar vehicles

Lancaster, CA

2006 Volkswagen Jetta TDI

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

2006 Volkswagen Jetta TDI

Lancaster, CA

UnscoredInsufficient · 0
$3,795170,394 mi

Lancaster, CA

2004 Saturn VUE Base

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

2004 Saturn VUE Base

Lancaster, CA

UnscoredInsufficient · 0
$3,995188,351 mi

Lancaster, CA

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Lancaster, CA

UnscoredLimited · 10
$4,495153,980 mi

Comparison: 10 similar vehicles

Lancaster, CA

2010 Hyundai Elantra Touring GLS

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

2010 Hyundai Elantra Touring GLS

Lancaster, CA

UnscoredInsufficient · 0
$4,700161,407 mi

Lancaster, CA

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Lancaster, CA

UnscoredLimited · 6
$4,795161,477 mi

Comparison: 6 similar vehicles

Lancaster, CA

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Lancaster, CA

UnscoredInsufficient · 0
$4,995136,131 mi

Lancaster, CA

2001 GMC Yukon Base

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

2001 GMC Yukon Base

Lancaster, CA

UnscoredInsufficient · 0
$4,995188,086 mi

Lancaster, CA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Lancaster, CA

Salvage title
$5,000121,538 mi

Lancaster, CA

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Lancaster, CA

UnscoredLimited · 8
$5,995205,995 mi

Comparison: 8 similar vehicles

Lancaster, CA

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Lancaster, CA

UnscoredInsufficient · 3
$5,995145,000 mi

Comparison: 3 similar vehicles

Lancaster, CA

2014 Kia Soul +

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

2014 Kia Soul +

Lancaster, CA

UnscoredLimited · 8
$5,995114,013 mi

Comparison: 8 similar vehicles

Lancaster, CA

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Lancaster, CA

UnscoredLimited · 6
$5,995Mileage not verified

Comparison: 6 similar vehicles

Lancaster, CA

2004 Acura TL Base

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

2004 Acura TL Base

Lancaster, CA

UnscoredLimited · 5
$6,000129,629 mi

Comparison: 5 similar vehicles

Lancaster, CA

2015 Nissan Altima S

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

2015 Nissan Altima S

Lancaster, CA

Fair PriceLimited · 18
$6,495Mileage not verified

Market: $5,795 – $9,595

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Lancaster, CA

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Lancaster, CA

UnscoredLimited · 11
$6,500165,300 mi

Comparison: 11 similar vehicles

Lancaster, CA

2011 Nissan Versa S

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

2011 Nissan Versa S

Lancaster, CA

UnscoredInsufficient · 0
$6,900Mileage not verified

Lancaster, CA

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Lancaster, CA

UnscoredInsufficient · 3
$6,995154,611 mi

Comparison: 3 similar vehicles

Lancaster, CA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Lancaster, CA

Fair PriceModerate · 26
$6,995108,565 mi

Market: $3,900 – $16,130

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Lancaster, CA

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Lancaster, CA

UnscoredLimited · 9
$6,995122,567 mi

Comparison: 9 similar vehicles

Lancaster, CA

2013 Hyundai Veloster Base

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

2013 Hyundai Veloster Base

Lancaster, CA

UnscoredLimited · 13
$6,995168,066 mi

Comparison: 13 similar vehicles

Lancaster, CA

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Lancaster, CA

UnscoredInsufficient · 0
$6,995136,450 mi

Lancaster, CA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Lancaster, CA

UnscoredLimited · 6
$7,450206,323 mi

Comparison: 6 similar vehicles

Lancaster, CA

2013 Subaru Forester X

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

2013 Subaru Forester X

Lancaster, CA

UnscoredInsufficient · 0
$7,560153,270 mi

Lancaster, CA

2008 Toyota Camry Hybrid

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

2008 Toyota Camry Hybrid

Lancaster, CA

UnscoredInsufficient · 0
$7,900140,000 mi

Lancaster, CA

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Lancaster, CA

UnscoredInsufficient · 0
$7,900182,000 mi

Lancaster, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Lancaster, CA

Fair PriceModerate · 27
$8,560114,737 mi

Market: $4,395 – $10,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1505 days listed (based on current market benchmarks)

Lancaster, CA

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Lancaster, CA

UnscoredInsufficient · 3
$8,695111,573 mi

Comparison: 3 similar vehicles

Lancaster, CA

2011 INFINITI QX 56

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

2011 INFINITI QX 56

Lancaster, CA

UnscoredLimited · 7
$8,995165,497 mi

Comparison: 7 similar vehicles

Lancaster, CA

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Lancaster, CA

UnscoredLimited · 5
$8,999123,712 mi

Comparison: 5 similar vehicles

Lancaster, CA

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Lancaster, CA

UnscoredInsufficient · 0
$9,17045,749 mi

Lancaster, CA

2017 Ford Fusion Energi Platinum

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

2017 Ford Fusion Energi Platinum

Lancaster, CA

UnscoredInsufficient · 3
$9,40094,850 mi

Comparison: 3 similar vehicles

Lancaster, CA

2012 Chevrolet Tahoe LS

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

2012 Chevrolet Tahoe LS

Lancaster, CA

UnscoredInsufficient · 0
$9,500190,000 mi

Lancaster, CA

2006 Nissan 350Z Roadster Touring

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

2006 Nissan 350Z Roadster Touring

Lancaster, CA

UnscoredInsufficient · 0
$9,500110,935 mi

Lancaster, CA

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Lancaster, CA

Fair PriceModerate · 20
$9,900115,191 mi

Market: $7,500 – $12,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Lancaster, CA

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Lancaster, CA

Fair PriceModerate · 23
$9,995117,834 mi

Market: $7,995 – $13,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Lancaster, CA

2019 Kia Optima LX

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

2019 Kia Optima LX

Lancaster, CA

UnscoredLimited · 7
$9,995119,400 mi

Comparison: 7 similar vehicles

Lancaster, CA

2017 Hyundai Elantra Limited

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

2017 Hyundai Elantra Limited

Lancaster, CA

UnscoredLimited · 12
$9,995122,960 mi

Comparison: 12 similar vehicles

Lancaster, CA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Lancaster, CA

UnscoredLimited · 6
$9,995120,930 mi

Comparison: 6 similar vehicles

Lancaster, CA

2017 Ford C-Max TITANIUM

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

2017 Ford C-Max TITANIUM

Lancaster, CA

UnscoredInsufficient · 0
$10,11376,037 mi

Lancaster, CA

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Lancaster, CA

UnscoredModerate · 28
$10,900124,605 mi

Comparison: 28 similar vehicles

Lancaster, CA

2018 Hyundai Sonata Limited

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

2018 Hyundai Sonata Limited

Lancaster, CA

UnscoredLimited · 5
$10,99590,552 mi

Comparison: 5 similar vehicles

Lancaster, CA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Lancaster, CA

Fair PriceModerate · 28
$11,000119,737 mi

Market: $10,455 – $15,891

Comparison: 28 similar vehicles

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

Lancaster, CA

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Lancaster, CA

Fair PriceLimited · 10
$11,000100,000 mi

Market: $6,000 – $13,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Lancaster, CA

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Lancaster, CA

UnscoredLimited · 6
$11,017135,032 mi

Comparison: 6 similar vehicles

Lancaster, CA

2015 Honda Civic EX

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

2015 Honda Civic EX

Lancaster, CA

UnscoredLimited · 7
$11,585137,585 mi

Comparison: 7 similar vehicles

Lancaster, CA

2019 Kia Optima LX

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

2019 Kia Optima LX

Lancaster, CA

UnscoredLimited · 7
$11,900103,508 mi

Comparison: 7 similar vehicles

Lancaster, CA

2013 Toyota Corolla L

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

2013 Toyota Corolla L

Lancaster, CA

UnscoredLimited · 9
$11,985127,340 mi

Comparison: 9 similar vehicles

Lancaster, CA

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Lancaster, CA

Fair PriceModerate · 20
$11,99592,879 mi

Market: $6,899 – $15,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Lancaster, CA

2018 Dodge Durango SXT

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

2018 Dodge Durango SXT

Lancaster, CA

UnscoredLimited · 6
$11,995122,550 mi

Comparison: 6 similar vehicles

Lancaster, CA

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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