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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 5, 2026

6.8M+

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

952 listings found

2006 Chrysler PT Cruiser LIMITED

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

2006 Chrysler PT Cruiser LIMITED

Waterford, MI

UnscoredInsufficient · 0
$4,50065,000 mi

Waterford, MI

2011 Volvo XC60 T6

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

2011 Volvo XC60 T6

Waterford, MI

UnscoredInsufficient · 0
$4,995Mileage not verified

Waterford, MI

2007 Saab 9-3 Aero

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

2007 Saab 9-3 Aero

Waterford, MI

UnscoredInsufficient · 0
$5,009100,516 mi

Waterford, MI

2010 Nissan Versa S

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

2010 Nissan Versa S

Waterford, MI

Unscored
$5,028112,416 mi

Comparison: 6 similar vehicles

Waterford, MI

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Waterford, MI

UnscoredInsufficient · 3
$5,49591,000 mi

Comparison: 3 similar vehicles

Waterford, MI

2006 Dodge Durango Limited

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

2006 Dodge Durango Limited

Waterford, MI

UnscoredInsufficient · 0
$5,500Mileage not verified

Waterford, MI

2018 Ford Transit Connect XL

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

2018 Ford Transit Connect XL

Waterford, MI

UnscoredInsufficient · 3
$5,600225,790 mi

Comparison: 3 similar vehicles

Waterford, MI

2017 Ford Focus SE

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

2017 Ford Focus SE

Waterford, MI

Fair PriceLimited · 16
$5,600115,797 mi

Market: $2,999 – $7,795

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 364 days listed (based on current market benchmarks)

Waterford, MI

2015 Ford Focus Titanium

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

2015 Ford Focus Titanium

Waterford, MI

Unscored
$5,900168,351 mi

Comparison: 6 similar vehicles

Waterford, MI

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Waterford, MI

Fair PriceLimited · 15
$5,90088,752 mi

Market: $4,548 – $7,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Waterford, MI

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Waterford, MI

Unscored
$5,995150,000 mi

Comparison: 22 similar vehicles

Waterford, MI

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Waterford, MI

Unscored
$5,995190,000 mi

Comparison: 52 similar vehicles

Waterford, MI

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Waterford, MI

Fair PriceModerate · 25
$5,99592,070 mi

Market: $3,000 – $7,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Waterford, MI

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Waterford, MI

UnscoredInsufficient · 4
$5,995Mileage not verified

Comparison: 4 similar vehicles

Waterford, MI

2017 Ford Focus S

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

2017 Ford Focus S

Waterford, MI

UnscoredInsufficient · 4
$5,999139,361 mi

Comparison: 4 similar vehicles

Waterford, MI

2015 Ford Focus Titanium

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

2015 Ford Focus Titanium

Waterford, MI

Unscored
$5,999143,658 mi

Comparison: 6 similar vehicles

Waterford, MI

2012 Jeep Liberty Limited

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

2012 Jeep Liberty Limited

Waterford, MI

Unscored
$6,159130,609 mi

Comparison: 5 similar vehicles

Waterford, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Waterford, MI

Unscored
$6,261122,346 mi

Comparison: 56 similar vehicles

Waterford, MI

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Waterford, MI

Fair PriceModerate · 44
$6,495Mileage not verified

Market: $4,450 – $15,275

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Waterford, MI

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Waterford, MI

Unscored
$6,500182,771 mi

Comparison: 9 similar vehicles

Waterford, MI

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Waterford, MI

Unscored
$6,664144,496 mi

Comparison: 14 similar vehicles

Waterford, MI

2016 Buick Encore Sport Touring

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

2016 Buick Encore Sport Touring

Waterford, MI

Fair PriceLimited · 12
$6,700112,554 mi

Market: $6,450 – $13,411

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Waterford, MI

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

Waterford, MI

Unscored
$6,88994,072 mi

Comparison: 6 similar vehicles

Waterford, MI

2019 GMC Acadia SLE-2

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

2019 GMC Acadia SLE-2

Waterford, MI

Unscored
$6,900197,592 mi

Comparison: 43 similar vehicles

Waterford, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Waterford, MI

Fair PriceRobust · 121
$6,900115,052 mi

Market: $3,496 – $17,995

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Waterford, MI

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Waterford, MI

Fair PriceLimited · 19
$6,995Mileage not verified

Market: $3,900 – $17,000

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Waterford, MI

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Waterford, MI

Salvage title
$6,999100,685 mi

Waterford, MI

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Waterford, MI

Fair PriceModerate · 44
$7,000117,273 mi

Market: $4,450 – $15,275

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 583 days listed (based on current market benchmarks)

Waterford, MI

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Waterford, MI

Unscored
$7,299154,778 mi

Comparison: 38 similar vehicles

Waterford, MI

2018 Ford Focus Titanium

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

2018 Ford Focus Titanium

Waterford, MI

UnscoredInsufficient · 4
$7,500149,844 mi

Comparison: 4 similar vehicles

Waterford, MI

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Waterford, MI

Unscored
$7,995200,000 mi

Comparison: 12 similar vehicles

Waterford, MI

2014 Ford Escape SE

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

2014 Ford Escape SE

Waterford, MI

Fair PriceModerate · 33
$7,99597,438 mi

Market: $3,800 – $8,732

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Waterford, MI

2011 GMC Sierra 1500 SL

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

2011 GMC Sierra 1500 SL

Waterford, MI

UnscoredInsufficient · 3
$8,309139,158 mi

Comparison: 3 similar vehicles

Waterford, MI

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Waterford, MI

OverpricedModerate · 35
$8,36364,880 mi

Market: $2,999 – $7,975

Comparison: 35 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Waterford, MI

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

Waterford, MI

Unscored
$8,386159,622 mi

Comparison: 41 similar vehicles

Waterford, MI

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Waterford, MI

Unscored
$8,486140,628 mi

Comparison: 31 similar vehicles

Waterford, MI

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Waterford, MI

Unscored
$8,500132,929 mi

Comparison: 68 similar vehicles

Waterford, MI

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Waterford, MI

Fair PriceModerate · 37
$8,724103,248 mi

Market: $3,900 – $11,000

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Waterford, MI

2016 Mercedes-Benz E-Class E400

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

2016 Mercedes-Benz E-Class E400

Waterford, MI

Unscored
$8,783153,289 mi

Comparison: 8 similar vehicles

Waterford, MI

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Waterford, MI

Unscored
$8,809109,755 mi

Comparison: 8 similar vehicles

Waterford, MI

2005 GMC Canyon

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

2005 GMC Canyon

Waterford, MI

UnscoredInsufficient · 0
$8,904100,835 mi

Waterford, MI

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Waterford, MI

Unscored
$8,995150,700 mi

Comparison: 32 similar vehicles

Waterford, MI

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Waterford, MI

Fair PriceModerate · 39
$8,999116,309 mi

Market: $5,695 – $13,150

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Waterford, MI

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Waterford, MI

Unscored
$9,196150,422 mi

Comparison: 38 similar vehicles

Waterford, MI

2008 Toyota Highlander Hybrid

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

2008 Toyota Highlander Hybrid

Waterford, MI

UnscoredInsufficient · 0
$9,309164,621 mi

Waterford, MI

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Waterford, MI

UnscoredInsufficient · 4
$9,46997,698 mi

Comparison: 4 similar vehicles

Waterford, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Waterford, MI

Fair PriceRobust · 83
$9,50092,476 mi

Market: $7,661 – $13,972

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Waterford, MI

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Waterford, MI

Fair PriceModerate · 25
$9,87589,723 mi

Market: $2,995 – $9,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Waterford, MI

2017 Chrysler Pacifica Touring Plus

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

2017 Chrysler Pacifica Touring Plus

Waterford, MI

UnscoredInsufficient · 3
$9,999124,318 mi

Comparison: 3 similar vehicles

Waterford, MI

2016 Ford Focus ST

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

2016 Ford Focus ST

Waterford, MI

UnscoredInsufficient · 3
$9,999157,319 mi

Comparison: 3 similar vehicles

Waterford, MI

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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