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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 12, 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

5,687 listings found

2009 Pontiac G6

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

2009 Pontiac G6

Inglewood, CA

UnscoredInsufficient · 0
$3,615140,482 mi

Inglewood, CA

2006 INFINITI FX 45

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

2006 INFINITI FX 45

Inglewood, CA

UnscoredInsufficient · 0
$4,888133,391 mi

Inglewood, CA

2013 Dodge Dart SE

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

2013 Dodge Dart SE

Inglewood, CA

UnscoredInsufficient · 0
$5,55595,118 mi

Inglewood, CA

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Inglewood, CA

Unscored
$5,961143,801 mi

Comparison: 17 similar vehicles

Inglewood, CA

2005 Mercedes-Benz CLK-Class CLK500

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

2005 Mercedes-Benz CLK-Class CLK500

Inglewood, CA

UnscoredInsufficient · 0
$6,15178,179 mi

Inglewood, CA

2011 Honda Civic LX

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

2011 Honda Civic LX

Inglewood, CA

Unscored
$6,500123,300 mi

Comparison: 7 similar vehicles

Inglewood, CA

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Inglewood, CA

UnscoredInsufficient · 0
$6,50081,651 mi

Inglewood, CA

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Inglewood, CA

Unscored
$6,500137,204 mi

Comparison: 5 similar vehicles

Inglewood, CA

2002 Volkswagen Eurovan GLS

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

2002 Volkswagen Eurovan GLS

Inglewood, CA

UnscoredInsufficient · 0
$6,700183,753 mi

Inglewood, CA

2018 Ford Focus SE

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

2018 Ford Focus SE

Inglewood, CA

Unscored
$6,777126,554 mi

Comparison: 6 similar vehicles

Inglewood, CA

2005 Nissan Sentra 1.8

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

2005 Nissan Sentra 1.8

Inglewood, CA

UnscoredInsufficient · 0
$6,80070,544 mi

Inglewood, CA

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

Inglewood, CA

Unscored
$6,995127,779 mi

Comparison: 5 similar vehicles

Inglewood, CA

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Inglewood, CA

UnscoredInsufficient · 0
$6,995137,293 mi

Inglewood, CA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Inglewood, CA

Unscored
$6,999115,935 mi

Comparison: 6 similar vehicles

Inglewood, CA

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Inglewood, CA

Unscored
$7,246154,778 mi

Comparison: 15 similar vehicles

Inglewood, CA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Inglewood, CA

Unscored
$7,500154,601 mi

Comparison: 8 similar vehicles

Inglewood, CA

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Inglewood, CA

UnscoredInsufficient · 0
$7,500132,395 mi

Inglewood, CA

2016 Buick Encore Base

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

2016 Buick Encore Base

Inglewood, CA

UnscoredInsufficient · 4
$7,555138,966 mi

Comparison: 4 similar vehicles

Inglewood, CA

2007 Honda Civic EX

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

2007 Honda Civic EX

Inglewood, CA

UnscoredInsufficient · 4
$7,895120,201 mi

Comparison: 4 similar vehicles

Inglewood, CA

2015 Nissan Versa Note S

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

2015 Nissan Versa Note S

Inglewood, CA

UnscoredInsufficient · 0
$7,99989,400 mi

Inglewood, CA

2014 BMW X1 28i

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

2014 BMW X1 28i

Inglewood, CA

Fair PriceLimited · 10
$7,99989,130 mi

Market: $5,400 – $9,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Inglewood, CA

2012 BMW 7 Series 740i

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

2012 BMW 7 Series 740i

Inglewood, CA

UnscoredInsufficient · 0
$7,999121,000 mi

Inglewood, CA

2004 Chevrolet Colorado Z85 LS

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

2004 Chevrolet Colorado Z85 LS

Inglewood, CA

UnscoredInsufficient · 0
$7,999180,145 mi

Inglewood, CA

2015 Mercedes-Benz B-Class Base

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

2015 Mercedes-Benz B-Class Base

Inglewood, CA

UnscoredInsufficient · 0
$8,11164,109 mi

Inglewood, CA

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Inglewood, CA

UnscoredInsufficient · 4
$8,17186,508 mi

Comparison: 4 similar vehicles

Inglewood, CA

2016 BMW X1 28i

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

2016 BMW X1 28i

Inglewood, CA

Unscored
$8,361134,712 mi

Comparison: 8 similar vehicles

Inglewood, CA

2015 Volvo XC60 Premier

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

2015 Volvo XC60 Premier

Inglewood, CA

Unscored
$8,400131,465 mi

Comparison: 7 similar vehicles

Inglewood, CA

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Inglewood, CA

UnscoredInsufficient · 4
$8,500136,925 mi

Comparison: 4 similar vehicles

Inglewood, CA

1998 Toyota Tacoma Base

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

1998 Toyota Tacoma Base

Inglewood, CA

UnscoredInsufficient · 3
$8,500185,742 mi

Comparison: 3 similar vehicles

Inglewood, CA

2012 Mercedes-Benz GLK-Class GLK350

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

2012 Mercedes-Benz GLK-Class GLK350

Inglewood, CA

Fair PriceLimited · 10
$8,67193,517 mi

Market: $5,895 – $13,569

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Inglewood, CA

2011 Audi A6 Premium

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

2011 Audi A6 Premium

Inglewood, CA

UnscoredInsufficient · 0
$8,74887,442 mi

Inglewood, CA

2012 BMW 5 Series 528i

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

2012 BMW 5 Series 528i

Inglewood, CA

UnscoredInsufficient · 4
$8,89584,688 mi

Comparison: 4 similar vehicles

Inglewood, CA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Inglewood, CA

UnscoredInsufficient · 0
$8,95056,382 mi

Inglewood, CA

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Inglewood, CA

Unscored
$8,995111,260 mi

Comparison: 7 similar vehicles

Inglewood, CA

2019 Dodge Journey Crossroad

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

2019 Dodge Journey Crossroad

Inglewood, CA

UnscoredInsufficient · 0
$8,99994,031 mi

Inglewood, CA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Inglewood, CA

UnscoredInsufficient · 3
$8,999111,879 mi

Comparison: 3 similar vehicles

Inglewood, CA

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Inglewood, CA

Unscored
$8,999165,491 mi

Comparison: 7 similar vehicles

Inglewood, CA

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Inglewood, CA

UnscoredInsufficient · 0
$8,999143,156 mi

Inglewood, CA

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Inglewood, CA

UnscoredInsufficient · 0
$8,999129,366 mi

Inglewood, CA

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Inglewood, CA

UnscoredInsufficient · 0
$9,03762,973 mi

Inglewood, CA

2019 INFINITI QX60 PURE

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

2019 INFINITI QX60 PURE

Inglewood, CA

Unscored
$9,051143,689 mi

Comparison: 11 similar vehicles

Inglewood, CA

2002 Honda Accord EX

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

2002 Honda Accord EX

Inglewood, CA

UnscoredInsufficient · 0
$9,17143,848 mi

Inglewood, CA

2014 BMW 5 Series 528i

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

2014 BMW 5 Series 528i

Inglewood, CA

Unscored
$9,444121,551 mi

Comparison: 11 similar vehicles

Inglewood, CA

2015 Honda Accord Sport

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

2015 Honda Accord Sport

Inglewood, CA

Unscored
$9,500230,818 mi

Comparison: 13 similar vehicles

Inglewood, CA

2017 Mercedes-Benz GLC GLC300

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

2017 Mercedes-Benz GLC GLC300

Inglewood, CA

Unscored
$9,546139,781 mi

Comparison: 18 similar vehicles

Inglewood, CA

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Inglewood, CA

Unscored
$9,749125,662 mi

Comparison: 8 similar vehicles

Inglewood, CA

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Inglewood, CA

UnscoredInsufficient · 4
$9,80045,413 mi

Comparison: 4 similar vehicles

Inglewood, CA

2020 Kia Optima LX

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

2020 Kia Optima LX

Inglewood, CA

Fair PriceLimited · 18
$9,82891,187 mi

Market: $6,999 – $15,495

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Inglewood, CA

2011 Audi S4 Premium Plus

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

2011 Audi S4 Premium Plus

Inglewood, CA

UnscoredInsufficient · 0
$9,888116,420 mi

Inglewood, CA

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Inglewood, CA

UnscoredInsufficient · 4
$9,995120,465 mi

Comparison: 4 similar vehicles

Inglewood, 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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