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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 11, 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

120 listings found

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Imperial, MO

UnscoredInsufficient · 0
$3,498166,928 mi

Imperial, MO

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Imperial, MO

Unscored
$3,995197,538 mi

Comparison: 26 similar vehicles

Imperial, MO

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Imperial, MO

UnscoredInsufficient · 0
$4,999107,441 mi

Imperial, MO

2009 Volkswagen GTI

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

2009 Volkswagen GTI

Imperial, MO

UnscoredInsufficient · 0
$5,699133,971 mi

Imperial, MO

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Imperial, MO

UnscoredInsufficient · 0
$5,98980,624 mi

Imperial, MO

2014 Kia Rio LX

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

2014 Kia Rio LX

Imperial, MO

UnscoredInsufficient · 0
$5,995107,250 mi

Imperial, MO

2012 Ford Focus Titanium

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

2012 Ford Focus Titanium

Imperial, MO

UnscoredInsufficient · 0
$5,995151,853 mi

Imperial, MO

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Imperial, MO

UnscoredInsufficient · 0
$6,000207,051 mi

Imperial, MO

2022 Chevrolet Spark LS

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

2022 Chevrolet Spark LS

Imperial, MO

UnscoredInsufficient · 0
$6,199112,097 mi

Imperial, MO

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Imperial, MO

Unscored
$6,199130,800 mi

Comparison: 5 similar vehicles

Imperial, MO

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Imperial, MO

Unscored
$6,795180,962 mi

Comparison: 7 similar vehicles

Imperial, MO

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Imperial, MO

Unscored
$6,895187,391 mi

Comparison: 7 similar vehicles

Imperial, MO

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Imperial, MO

Unscored
$6,995150,048 mi

Comparison: 13 similar vehicles

Imperial, MO

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Imperial, MO

Unscored
$6,995232,925 mi

Comparison: 7 similar vehicles

Imperial, MO

2007 Honda Pilot LX

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

2007 Honda Pilot LX

Imperial, MO

UnscoredInsufficient · 0
$6,999151,005 mi

Imperial, MO

2017 Ford Escape SE

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

2017 Ford Escape SE

Imperial, MO

Fair PriceModerate · 29
$7,199111,617 mi

Market: $6,000 – $12,610

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Imperial, MO

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Imperial, MO

UnscoredInsufficient · 3
$7,199186,430 mi

Comparison: 3 similar vehicles

Imperial, MO

2012 Dodge Charger Police

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

2012 Dodge Charger Police

Imperial, MO

UnscoredInsufficient · 0
$7,495197,045 mi

Imperial, MO

2007 Ford F-150 Lariat

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

2007 Ford F-150 Lariat

Imperial, MO

UnscoredInsufficient · 0
$7,789148,816 mi

Imperial, MO

2015 Lincoln MKZ Base

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

2015 Lincoln MKZ Base

Imperial, MO

Great DealLimited · 11
$7,798112,170 mi

Market: $8,950 – $13,742

Comparison: 11 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Imperial, MO

2009 Lexus RX 350

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

2009 Lexus RX 350

Imperial, MO

Unscored
$7,800171,536 mi

Comparison: 6 similar vehicles

Imperial, MO

2014 Ford Fusion Titanium

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

2014 Ford Fusion Titanium

Imperial, MO

Unscored
$7,995166,423 mi

Comparison: 5 similar vehicles

Imperial, MO

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Imperial, MO

UnscoredInsufficient · 4
$7,99586,130 mi

Comparison: 4 similar vehicles

Imperial, MO

2015 Ford Focus SE

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

2015 Ford Focus SE

Imperial, MO

OverpricedLimited · 17
$7,99869,248 mi

Market: $5,000 – $7,682

Comparison: 17 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Imperial, MO

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Imperial, MO

Fair PriceLimited · 11
$7,999101,421 mi

Market: $5,490 – $8,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Imperial, MO

2013 BMW X5 xDrive35i Sport Activity

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

2013 BMW X5 xDrive35i Sport Activity

Imperial, MO

UnscoredInsufficient · 0
$7,999115,294 mi

Imperial, MO

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Imperial, MO

Unscored
$8,199163,030 mi

Comparison: 15 similar vehicles

Imperial, MO

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Imperial, MO

Unscored
$8,500154,483 mi

Comparison: 22 similar vehicles

Imperial, MO

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Imperial, MO

UnscoredInsufficient · 0
$8,998124,761 mi

Imperial, MO

2016 Jeep Cherokee High Altitude

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

2016 Jeep Cherokee High Altitude

Imperial, MO

UnscoredInsufficient · 0
$8,999132,549 mi

Imperial, MO

2018 Ford Taurus SE

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

2018 Ford Taurus SE

Imperial, MO

Unscored
$9,19979,830 mi

Comparison: 7 similar vehicles

Imperial, MO

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Imperial, MO

Unscored
$9,495129,439 mi

Comparison: 11 similar vehicles

Imperial, MO

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Imperial, MO

Unscored
$9,798185,746 mi

Comparison: 6 similar vehicles

Imperial, MO

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Imperial, MO

Unscored
$9,995147,600 mi

Comparison: 8 similar vehicles

Imperial, MO

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Imperial, MO

Unscored
$9,998138,879 mi

Comparison: 11 similar vehicles

Imperial, MO

2010 Honda Element EX

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

2010 Honda Element EX

Imperial, MO

UnscoredInsufficient · 0
$9,999158,208 mi

Imperial, MO

2010 Audi S5 Premium Plus

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

2010 Audi S5 Premium Plus

Imperial, MO

UnscoredInsufficient · 0
$10,199119,606 mi

Imperial, MO

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Imperial, MO

Unscored
$10,995100,056 mi

Comparison: 5 similar vehicles

Imperial, MO

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Imperial, MO

UnscoredInsufficient · 4
$11,000215,112 mi

Comparison: 4 similar vehicles

Imperial, MO

2016 Volvo XC90 Momentum

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

2016 Volvo XC90 Momentum

Imperial, MO

UnscoredInsufficient · 4
$11,000111,296 mi

Comparison: 4 similar vehicles

Imperial, MO

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Imperial, MO

Unscored
$11,199146,206 mi

Comparison: 10 similar vehicles

Imperial, MO

2021 Volkswagen Jetta SE

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

2021 Volkswagen Jetta SE

Imperial, MO

Unscored
$11,199108,379 mi

Comparison: 5 similar vehicles

Imperial, MO

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Imperial, MO

Unscored
$11,199176,623 mi

Comparison: 34 similar vehicles

Imperial, MO

2014 INFINITI Q60 Convertible Base

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

2014 INFINITI Q60 Convertible Base

Imperial, MO

UnscoredInsufficient · 0
$11,498137,128 mi

Imperial, MO

2007 Lexus GX 470

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

2007 Lexus GX 470

Imperial, MO

UnscoredInsufficient · 0
$11,500216,533 mi

Imperial, MO

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Imperial, MO

UnscoredInsufficient · 3
$11,795158,978 mi

Comparison: 3 similar vehicles

Imperial, MO

2012 Jeep Wrangler Unlimited Rubicon

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

2012 Jeep Wrangler Unlimited Rubicon

Imperial, MO

Unscored
$11,798129,000 mi

Comparison: 7 similar vehicles

Imperial, MO

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Imperial, MO

Unscored
$11,995120,937 mi

Comparison: 15 similar vehicles

Imperial, MO

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Imperial, MO

Unscored
$11,998152,979 mi

Comparison: 16 similar vehicles

Imperial, MO

2012 Ford Transit Connect XL

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

2012 Ford Transit Connect XL

Imperial, MO

UnscoredInsufficient · 0
$11,99859,523 mi

Imperial, MO

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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