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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 14, 2026

7.3M+

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

13,933 listings found

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Sacramento, CA

UnscoredInsufficient · 3
$2,500217,788 mi

Comparison: 3 similar vehicles

Sacramento, CA

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Sacramento, CA

UnscoredInsufficient · 0
$2,500176,971 mi

Sacramento, CA

1999 Mercedes-Benz E-Class Base

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

1999 Mercedes-Benz E-Class Base

Sacramento, CA

UnscoredInsufficient · 0
$2,795194,475 mi

Sacramento, CA

1999 Volvo V70 GLT

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

1999 Volvo V70 GLT

Sacramento, CA

UnscoredInsufficient · 0
$2,795180,961 mi

Sacramento, CA

2005 Hyundai Tucson GLS

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

2005 Hyundai Tucson GLS

Sacramento, CA

UnscoredInsufficient · 0
$2,800245,996 mi

Sacramento, CA

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Sacramento, CA

UnscoredInsufficient · 0
$2,819208,000 mi

Sacramento, CA

2002 Jeep Grand Cherokee LIMITED

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

2002 Jeep Grand Cherokee LIMITED

Sacramento, CA

UnscoredInsufficient · 0
$2,980184,635 mi

Sacramento, CA

2000 Honda Accord LX

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

2000 Honda Accord LX

Sacramento, CA

UnscoredInsufficient · 0
$2,900198,229 mi

Sacramento, CA

2004 Mercedes-Benz E-Class E320

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

2004 Mercedes-Benz E-Class E320

Sacramento, CA

UnscoredInsufficient · 4
$2,950118,022 mi

Comparison: 4 similar vehicles

Sacramento, CA

1997 Jaguar XK8

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

1997 Jaguar XK8

Sacramento, CA

UnscoredInsufficient · 0
$2,95085,746 mi

Sacramento, CA

2008 Nissan Versa S

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

2008 Nissan Versa S

Sacramento, CA

UnscoredInsufficient · 0
$2,995149,316 mi

Sacramento, CA

2000 Mercedes-Benz E-Class E320 Sedan

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

2000 Mercedes-Benz E-Class E320 Sedan

Sacramento, CA

UnscoredInsufficient · 0
$2,995140,733 mi

Sacramento, CA

2010 Dodge Avenger R/T

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

2010 Dodge Avenger R/T

Sacramento, CA

UnscoredInsufficient · 0
$2,999172,233 mi

Sacramento, CA

2003 Mazda Mazda6 i

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

2003 Mazda Mazda6 i

Sacramento, CA

UnscoredInsufficient · 0
$2,999142,600 mi

Sacramento, CA

1998 Toyota Avalon XL

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

1998 Toyota Avalon XL

Sacramento, CA

UnscoredInsufficient · 0
$2,999230,776 mi

Sacramento, CA

2009 Hyundai Elantra SE

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

2009 Hyundai Elantra SE

Sacramento, CA

UnscoredInsufficient · 0
$3,119199,000 mi

Sacramento, CA

2000 INFINITI I30 LUXURY

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

2000 INFINITI I30 LUXURY

Sacramento, CA

UnscoredInsufficient · 0
$3,119203,200 mi

Sacramento, CA

2011 Nissan cube S

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

2011 Nissan cube S

Sacramento, CA

UnscoredInsufficient · 0
$3,200Mileage not verified

Sacramento, CA

2008 Mercedes-Benz E-Class E320 BLUETEC

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

2008 Mercedes-Benz E-Class E320 BLUETEC

Sacramento, CA

UnscoredInsufficient · 0
$3,295307,223 mi

Sacramento, CA

2004 Mercedes-Benz M-Class ML500

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

2004 Mercedes-Benz M-Class ML500

Sacramento, CA

UnscoredInsufficient · 0
$3,295159,705 mi

Sacramento, CA

2009 Volvo S60 2.5T

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

2009 Volvo S60 2.5T

Sacramento, CA

UnscoredInsufficient · 0
$3,395185,478 mi

Sacramento, CA

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Sacramento, CA

Unscored
$3,395224,226 mi

Comparison: 7 similar vehicles

Sacramento, CA

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Sacramento, CA

UnscoredInsufficient · 3
$3,400161,654 mi

Comparison: 3 similar vehicles

Sacramento, CA

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Sacramento, CA

UnscoredInsufficient · 0
$3,400159,000 mi

Sacramento, CA

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Sacramento, CA

Unscored
$3,450162,000 mi

Comparison: 5 similar vehicles

Sacramento, CA

2005 Ford Expedition Eddie Bauer

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

2005 Ford Expedition Eddie Bauer

Sacramento, CA

UnscoredInsufficient · 0
$3,495194,430 mi

Sacramento, CA

2004 Mercedes-Benz E-Class E320

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

2004 Mercedes-Benz E-Class E320

Sacramento, CA

Salvage title
$3,495196,360 mi

Sacramento, CA

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

Sacramento, CA

UnscoredInsufficient · 4
$3,498283,284 mi

Comparison: 4 similar vehicles

Sacramento, CA

2015 Ford Focus Electric

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

2015 Ford Focus Electric

Sacramento, CA

UnscoredInsufficient · 0
$3,49976,302 mi

Sacramento, CA

2007 Chrysler 300 Base

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

2007 Chrysler 300 Base

Sacramento, CA

UnscoredInsufficient · 0
$3,499153,157 mi

Sacramento, CA

2014 Ford Focus Electric

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

2014 Ford Focus Electric

Sacramento, CA

UnscoredInsufficient · 0
$3,50062,804 mi

Sacramento, CA

2008 BMW 5 Series 528i

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

2008 BMW 5 Series 528i

Sacramento, CA

UnscoredInsufficient · 3
$3,500175,425 mi

Comparison: 3 similar vehicles

Sacramento, CA

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Sacramento, CA

UnscoredInsufficient · 3
$3,500226,347 mi

Comparison: 3 similar vehicles

Sacramento, CA

2002 Honda Accord VP

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

2002 Honda Accord VP

Sacramento, CA

UnscoredInsufficient · 0
$3,600200,915 mi

Sacramento, CA

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Sacramento, CA

UnscoredInsufficient · 0
$3,619191,000 mi

Sacramento, CA

2006 BMW 5 Series 530i

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

2006 BMW 5 Series 530i

Sacramento, CA

Salvage title
$3,700125,185 mi

Sacramento, CA

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Sacramento, CA

Unscored
$3,800Mileage not verified

Comparison: 11 similar vehicles

Sacramento, CA

1999 Lexus ES 300

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

1999 Lexus ES 300

Sacramento, CA

UnscoredInsufficient · 0
$3,800131,750 mi

Sacramento, CA

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Sacramento, CA

UnscoredInsufficient · 4
$3,895170,900 mi

Comparison: 4 similar vehicles

Sacramento, CA

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Sacramento, CA

Unscored
$3,900Mileage not verified

Comparison: 5 similar vehicles

Sacramento, CA

2013 Kia Soul +

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

2013 Kia Soul +

Sacramento, CA

UnscoredInsufficient · 3
$3,900187,561 mi

Comparison: 3 similar vehicles

Sacramento, CA

2007 Buick LaCrosse CX

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

2007 Buick LaCrosse CX

Sacramento, CA

UnscoredInsufficient · 0
$3,900153,016 mi

Sacramento, CA

2005 Mercedes-Benz C-Class C230 Kompressor

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

2005 Mercedes-Benz C-Class C230 Kompressor

Sacramento, CA

Salvage title
$3,90079,308 mi

Sacramento, CA

2004 Toyota Corolla

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

2004 Toyota Corolla

Sacramento, CA

UnscoredInsufficient · 0
$3,900151,871 mi

Sacramento, CA

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Sacramento, CA

UnscoredInsufficient · 4
$3,910191,342 mi

Comparison: 4 similar vehicles

Sacramento, CA

2000 Lexus RX 300

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

2000 Lexus RX 300

Sacramento, CA

UnscoredInsufficient · 0
$3,910201,000 mi

Sacramento, CA

2002 Honda Civic EX

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

2002 Honda Civic EX

Sacramento, CA

UnscoredInsufficient · 0
$3,919203,300 mi

Sacramento, CA

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Sacramento, CA

Unscored
$3,950169,899 mi

Comparison: 8 similar vehicles

Sacramento, CA

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Sacramento, CA

UnscoredInsufficient · 0
$3,950169,798 mi

Sacramento, CA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Sacramento, CA

UnscoredInsufficient · 3
$3,950206,000 mi

Comparison: 3 similar vehicles

Sacramento, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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