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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

290 listings found

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Citrus Heights, CA

Unscored
$3,995274,944 mi

Comparison: 10 similar vehicles

Citrus Heights, CA

2002 Mercedes-Benz C-Class C240

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

2002 Mercedes-Benz C-Class C240

Citrus Heights, CA

UnscoredInsufficient · 0
$4,495118,602 mi

Citrus Heights, CA

2011 Kia Forte EX

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

2011 Kia Forte EX

Citrus Heights, CA

UnscoredInsufficient · 0
$5,495102,719 mi

Citrus Heights, CA

2013 Nissan Versa Sedan SL

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

2013 Nissan Versa Sedan SL

Citrus Heights, CA

UnscoredInsufficient · 0
$5,500136,799 mi

Citrus Heights, CA

2009 Volvo C70 T5

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

2009 Volvo C70 T5

Citrus Heights, CA

UnscoredInsufficient · 0
$5,995133,668 mi

Citrus Heights, CA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Citrus Heights, CA

UnscoredInsufficient · 0
$5,995110,330 mi

Citrus Heights, CA

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

Citrus Heights, CA

UnscoredInsufficient · 0
$6,200117,500 mi

Citrus Heights, CA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Citrus Heights, CA

Unscored
$6,495162,025 mi

Comparison: 5 similar vehicles

Citrus Heights, CA

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Citrus Heights, CA

UnscoredInsufficient · 0
$6,495118,475 mi

Citrus Heights, CA

2010 Volvo S80 3.2

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

2010 Volvo S80 3.2

Citrus Heights, CA

UnscoredInsufficient · 0
$6,49594,074 mi

Citrus Heights, CA

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Citrus Heights, CA

UnscoredInsufficient · 4
$6,49994,500 mi

Comparison: 4 similar vehicles

Citrus Heights, CA

2016 Toyota Camry SE

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

2016 Toyota Camry SE

Citrus Heights, CA

UnscoredInsufficient · 3
$6,500272,723 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Citrus Heights, CA

UnscoredInsufficient · 3
$6,550136,030 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Citrus Heights, CA

UnscoredInsufficient · 4
$6,750111,473 mi

Comparison: 4 similar vehicles

Citrus Heights, CA

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

Citrus Heights, CA

UnscoredInsufficient · 3
$6,99594,901 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Citrus Heights, CA

UnscoredInsufficient · 4
$6,995117,300 mi

Comparison: 4 similar vehicles

Citrus Heights, CA

2010 Nissan Altima S

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

2010 Nissan Altima S

Citrus Heights, CA

Unscored
$6,995122,979 mi

Comparison: 6 similar vehicles

Citrus Heights, CA

2013 Chevrolet Captiva Sport LTZ

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

2013 Chevrolet Captiva Sport LTZ

Citrus Heights, CA

UnscoredInsufficient · 0
$7,495126,154 mi

Citrus Heights, CA

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Citrus Heights, CA

UnscoredInsufficient · 0
$7,495102,233 mi

Citrus Heights, CA

2006 Ford Mustang Deluxe

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

2006 Ford Mustang Deluxe

Citrus Heights, CA

UnscoredInsufficient · 0
$7,500138,411 mi

Citrus Heights, CA

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Citrus Heights, CA

Unscored
$7,995150,150 mi

Comparison: 5 similar vehicles

Citrus Heights, CA

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Citrus Heights, CA

Unscored
$7,995155,760 mi

Comparison: 18 similar vehicles

Citrus Heights, CA

2011 Volkswagen Golf TDI

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

2011 Volkswagen Golf TDI

Citrus Heights, CA

UnscoredInsufficient · 0
$7,995105,157 mi

Citrus Heights, CA

2009 Lexus ES 350

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

2009 Lexus ES 350

Citrus Heights, CA

Salvage title
$7,995124,313 mi

Citrus Heights, CA

2007 Dodge Dakota ST

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

2007 Dodge Dakota ST

Citrus Heights, CA

UnscoredInsufficient · 0
$7,995130,965 mi

Citrus Heights, CA

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Citrus Heights, CA

UnscoredInsufficient · 4
$8,137171,467 mi

Comparison: 4 similar vehicles

Citrus Heights, CA

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Citrus Heights, CA

Unscored
$8,499114,362 mi

Comparison: 6 similar vehicles

Citrus Heights, CA

2016 Chevrolet Sonic LS

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

2016 Chevrolet Sonic LS

Citrus Heights, CA

UnscoredInsufficient · 0
$8,50071,328 mi

Citrus Heights, CA

2015 Subaru Forester XT Touring

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

2015 Subaru Forester XT Touring

Citrus Heights, CA

UnscoredInsufficient · 3
$8,995135,155 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2014 Toyota Sienna SE

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

2014 Toyota Sienna SE

Citrus Heights, CA

Salvage title
$8,995143,626 mi

Citrus Heights, CA

2012 Honda Crosstour EX-L V6

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

2012 Honda Crosstour EX-L V6

Citrus Heights, CA

Unscored
$8,995110,981 mi

Comparison: 7 similar vehicles

Citrus Heights, CA

2003 GMC Sonoma SLS

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

2003 GMC Sonoma SLS

Citrus Heights, CA

UnscoredInsufficient · 0
$8,995109,019 mi

Citrus Heights, CA

2011 BMW 7 Series 750i

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

2011 BMW 7 Series 750i

Citrus Heights, CA

UnscoredInsufficient · 3
$9,70087,400 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Citrus Heights, CA

Unscored
$9,995150,888 mi

Comparison: 18 similar vehicles

Citrus Heights, CA

2014 Toyota Prius v Three

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

2014 Toyota Prius v Three

Citrus Heights, CA

UnscoredInsufficient · 3
$9,995122,512 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2013 Nissan Murano SV

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

2013 Nissan Murano SV

Citrus Heights, CA

UnscoredInsufficient · 0
$9,99543,533 mi

Citrus Heights, CA

2012 Dodge Durango SXT

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

2012 Dodge Durango SXT

Citrus Heights, CA

UnscoredInsufficient · 0
$9,99588,976 mi

Citrus Heights, CA

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Citrus Heights, CA

UnscoredInsufficient · 0
$9,99571,744 mi

Citrus Heights, CA

2012 Toyota Prius v Five

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

2012 Toyota Prius v Five

Citrus Heights, CA

UnscoredInsufficient · 3
$9,995142,727 mi

Comparison: 3 similar vehicles

Citrus Heights, CA

2011 Lexus RX 350

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

2011 Lexus RX 350

Citrus Heights, CA

Unscored
$9,995125,560 mi

Comparison: 9 similar vehicles

Citrus Heights, CA

2009 Volkswagen Touareg 2 VR6

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

2009 Volkswagen Touareg 2 VR6

Citrus Heights, CA

UnscoredInsufficient · 0
$10,950108,085 mi

Citrus Heights, CA

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

Citrus Heights, CA

UnscoredInsufficient · 4
$10,995106,681 mi

Comparison: 4 similar vehicles

Citrus Heights, CA

2017 Nissan NV Cargo S

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

2017 Nissan NV Cargo S

Citrus Heights, CA

UnscoredInsufficient · 0
$11,995117,333 mi

Citrus Heights, CA

2015 Lexus NX 200t

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

2015 Lexus NX 200t

Citrus Heights, CA

Unscored
$11,995155,074 mi

Comparison: 10 similar vehicles

Citrus Heights, CA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Citrus Heights, CA

Unscored
$11,995126,623 mi

Comparison: 7 similar vehicles

Citrus Heights, CA

2000 Toyota Tacoma PRERUNNER

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

2000 Toyota Tacoma PRERUNNER

Citrus Heights, CA

UnscoredInsufficient · 0
$11,995305,400 mi

Citrus Heights, CA

2017 Honda Civic EX

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

2017 Honda Civic EX

Citrus Heights, CA

Unscored
$12,950103,046 mi

Comparison: 6 similar vehicles

Citrus Heights, CA

2018 INFINITI QX60 Base

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

2018 INFINITI QX60 Base

Citrus Heights, CA

Fair PriceLimited · 15
$13,99587,676 mi

Market: $8,900 – $18,599

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Citrus Heights, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Citrus Heights, CA

Fair PriceLimited · 17
$14,06089,061 mi

Market: $8,981 – $16,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Citrus Heights, CA

2008 Mercedes-Benz GL-Class GL550

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

2008 Mercedes-Benz GL-Class GL550

Citrus Heights, CA

UnscoredInsufficient · 0
$14,12773,500 mi

Citrus Heights, CA

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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