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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

2,126 listings found

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Lawrence, KS

Unscored
$3,500234,900 mi

Comparison: 7 similar vehicles

Lawrence, KS

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Lawrence, KS

UnscoredInsufficient · 0
$3,750232,500 mi

Lawrence, KS

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Lawrence, KS

Unscored
$4,800201,600 mi

Comparison: 9 similar vehicles

Lawrence, KS

2005 Chevrolet Uplander Base

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

2005 Chevrolet Uplander Base

Lawrence, KS

UnscoredInsufficient · 0
$5,280145,637 mi

Lawrence, KS

2004 Lexus ES 330

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

2004 Lexus ES 330

Lawrence, KS

UnscoredInsufficient · 4
$5,699196,889 mi

Comparison: 4 similar vehicles

Lawrence, KS

2007 Chevrolet Uplander LS

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

2007 Chevrolet Uplander LS

Lawrence, KS

Unscored
$6,480108,728 mi

Comparison: 5 similar vehicles

Lawrence, KS

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Lawrence, KS

Unscored
$6,599124,983 mi

Comparison: 13 similar vehicles

Lawrence, KS

2015 Chevrolet Impala 1LS

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

2015 Chevrolet Impala 1LS

Lawrence, KS

UnscoredInsufficient · 0
$6,787191,375 mi

Lawrence, KS

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Lawrence, KS

Unscored
$7,498153,771 mi

Comparison: 12 similar vehicles

Lawrence, KS

2017 Ford Focus SE

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

2017 Ford Focus SE

Lawrence, KS

Unscored
$7,620120,451 mi

Comparison: 6 similar vehicles

Lawrence, KS

2012 Ford Transit Connect XLT

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

2012 Ford Transit Connect XLT

Lawrence, KS

Unscored
$7,980134,394 mi

Comparison: 7 similar vehicles

Lawrence, KS

2015 Kia Forte Koup EX

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

2015 Kia Forte Koup EX

Lawrence, KS

UnscoredInsufficient · 0
$7,999118,600 mi

Lawrence, KS

2012 GMC Terrain SLT-1

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

2012 GMC Terrain SLT-1

Lawrence, KS

UnscoredInsufficient · 0
$7,999169,256 mi

Lawrence, KS

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Lawrence, KS

UnscoredInsufficient · 0
$8,024160,869 mi

Lawrence, KS

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawrence, KS

UnscoredInsufficient · 3
$8,199156,283 mi

Comparison: 3 similar vehicles

Lawrence, KS

2000 Pontiac Firebird Base

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

2000 Pontiac Firebird Base

Lawrence, KS

UnscoredInsufficient · 0
$8,379148,954 mi

Lawrence, KS

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Lawrence, KS

Unscored
$8,480129,088 mi

Comparison: 17 similar vehicles

Lawrence, KS

2013 Ford Edge SE

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

2013 Ford Edge SE

Lawrence, KS

Fair PriceLimited · 11
$8,584106,422 mi

Market: $2,999 – $13,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Lawrence, KS

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Lawrence, KS

Unscored
$8,997164,747 mi

Comparison: 23 similar vehicles

Lawrence, KS

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

Lawrence, KS

Fair PriceLimited · 11
$9,694117,118 mi

Market: $9,799 – $17,995

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Lawrence, KS

2014 Honda Civic LX

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

2014 Honda Civic LX

Lawrence, KS

Unscored
$9,980156,996 mi

Comparison: 11 similar vehicles

Lawrence, KS

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Lawrence, KS

Unscored
$9,980169,472 mi

Comparison: 7 similar vehicles

Lawrence, KS

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Lawrence, KS

Unscored
$9,98868,245 mi

Comparison: 9 similar vehicles

Lawrence, KS

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Lawrence, KS

OverpricedLimited · 13
$10,120111,052 mi

Market: $3,800 – $8,594

Comparison: 13 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Lawrence, KS

2016 Ford Flex Limited

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

2016 Ford Flex Limited

Lawrence, KS

UnscoredInsufficient · 0
$10,500170,201 mi

Lawrence, KS

2020 Nissan Murano SV

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

2020 Nissan Murano SV

Lawrence, KS

UnscoredInsufficient · 3
$10,699158,369 mi

Comparison: 3 similar vehicles

Lawrence, KS

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Lawrence, KS

Fair PriceModerate · 28
$10,927108,057 mi

Market: $7,999 – $15,494

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Lawrence, KS

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

Lawrence, KS

Unscored
$11,000135,754 mi

Comparison: 21 similar vehicles

Lawrence, KS

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Lawrence, KS

Fair PriceModerate · 26
$11,20197,889 mi

Market: $5,450 – $11,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Lawrence, KS

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Lawrence, KS

Fair PriceLimited · 11
$11,418100,154 mi

Market: $6,198 – $16,584

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Lawrence, KS

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Lawrence, KS

UnscoredInsufficient · 3
$11,581162,759 mi

Comparison: 3 similar vehicles

Lawrence, KS

2020 Chevrolet Traverse 2FL

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

2020 Chevrolet Traverse 2FL

Lawrence, KS

UnscoredInsufficient · 0
$11,620178,253 mi

Lawrence, KS

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Lawrence, KS

Unscored
$11,980174,662 mi

Comparison: 8 similar vehicles

Lawrence, KS

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Lawrence, KS

UnscoredInsufficient · 0
$11,980161,634 mi

Lawrence, KS

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Lawrence, KS

Unscored
$11,980124,275 mi

Comparison: 8 similar vehicles

Lawrence, KS

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Lawrence, KS

UnscoredInsufficient · 3
$12,199186,619 mi

Comparison: 3 similar vehicles

Lawrence, KS

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Lawrence, KS

Unscored
$12,401105,576 mi

Comparison: 8 similar vehicles

Lawrence, KS

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Lawrence, KS

Unscored
$12,500191,291 mi

Comparison: 10 similar vehicles

Lawrence, KS

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Lawrence, KS

UnscoredInsufficient · 3
$12,619139,123 mi

Comparison: 3 similar vehicles

Lawrence, KS

2019 Chevrolet Blazer RS

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

2019 Chevrolet Blazer RS

Lawrence, KS

Unscored
$12,620178,620 mi

Comparison: 9 similar vehicles

Lawrence, KS

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Lawrence, KS

Unscored
$12,620176,488 mi

Comparison: 10 similar vehicles

Lawrence, KS

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Lawrence, KS

Unscored
$12,787132,291 mi

Comparison: 10 similar vehicles

Lawrence, KS

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Lawrence, KS

Unscored
$12,799235,377 mi

Comparison: 18 similar vehicles

Lawrence, KS

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Lawrence, KS

UnscoredInsufficient · 0
$12,89097,798 mi

Lawrence, KS

2015 Volkswagen Golf GTI S

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

2015 Volkswagen Golf GTI S

Lawrence, KS

UnscoredInsufficient · 3
$12,979113,683 mi

Comparison: 3 similar vehicles

Lawrence, KS

2010 Chevrolet Silverado 1500 LS

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

2010 Chevrolet Silverado 1500 LS

Lawrence, KS

UnscoredInsufficient · 3
$12,980101,450 mi

Comparison: 3 similar vehicles

Lawrence, KS

2008 Ford E-Series Econoline Wagon XLT

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

2008 Ford E-Series Econoline Wagon XLT

Lawrence, KS

UnscoredInsufficient · 0
$13,049113,028 mi

Lawrence, KS

2019 Mitsubishi Outlander Sport ES

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

2019 Mitsubishi Outlander Sport ES

Lawrence, KS

UnscoredInsufficient · 0
$13,29955,271 mi

Lawrence, KS

2018 Subaru Forester Touring

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

2018 Subaru Forester Touring

Lawrence, KS

Unscored
$13,495131,993 mi

Comparison: 23 similar vehicles

Lawrence, KS

2019 Hyundai Sonata Limited

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

2019 Hyundai Sonata Limited

Lawrence, KS

UnscoredInsufficient · 0
$13,979112,421 mi

Lawrence, KS

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 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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