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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

149 listings found

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Monroe, GA

Unscored
$4,299153,648 mi

Comparison: 6 similar vehicles

Monroe, GA

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Monroe, GA

Unscored
$4,799131,899 mi

Comparison: 10 similar vehicles

Monroe, GA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Monroe, GA

Unscored
$4,799127,201 mi

Comparison: 20 similar vehicles

Monroe, GA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Monroe, GA

UnscoredInsufficient · 4
$5,19995,933 mi

Comparison: 4 similar vehicles

Monroe, GA

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Monroe, GA

Unscored
$5,799133,748 mi

Comparison: 7 similar vehicles

Monroe, GA

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Monroe, GA

Fair PriceModerate · 22
$5,79996,497 mi

Market: $3,995 – $12,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Monroe, GA

2007 Nissan Xterra SE

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

2007 Nissan Xterra SE

Monroe, GA

UnscoredInsufficient · 0
$5,995Mileage not verified

Monroe, GA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Monroe, GA

UnscoredInsufficient · 0
$6,19953,584 mi

Monroe, GA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Monroe, GA

Unscored
$6,799142,009 mi

Comparison: 17 similar vehicles

Monroe, GA

2016 Hyundai Elantra Sport

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

2016 Hyundai Elantra Sport

Monroe, GA

UnscoredInsufficient · 0
$6,79996,880 mi

Monroe, GA

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Monroe, GA

Unscored
$6,799108,991 mi

Comparison: 6 similar vehicles

Monroe, GA

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Monroe, GA

Unscored
$6,799113,189 mi

Comparison: 5 similar vehicles

Monroe, GA

2011 Lexus IS 250

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

2011 Lexus IS 250

Monroe, GA

Unscored
$6,799189,600 mi

Comparison: 7 similar vehicles

Monroe, GA

2022 Nissan Kicks S

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

2022 Nissan Kicks S

Monroe, GA

UnscoredInsufficient · 3
$7,199144,734 mi

Comparison: 3 similar vehicles

Monroe, GA

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Monroe, GA

Unscored
$7,19997,848 mi

Comparison: 8 similar vehicles

Monroe, GA

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Monroe, GA

Unscored
$7,199143,901 mi

Comparison: 5 similar vehicles

Monroe, GA

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Monroe, GA

Unscored
$7,799148,323 mi

Comparison: 16 similar vehicles

Monroe, GA

2012 Mazda CX-9 Sport

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

2012 Mazda CX-9 Sport

Monroe, GA

UnscoredInsufficient · 0
$7,79981,585 mi

Monroe, GA

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Monroe, GA

UnscoredInsufficient · 4
$7,799146,404 mi

Comparison: 4 similar vehicles

Monroe, GA

2011 Lexus RX 350

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

2011 Lexus RX 350

Monroe, GA

Unscored
$7,799138,383 mi

Comparison: 9 similar vehicles

Monroe, GA

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Monroe, GA

Unscored
$7,799194,012 mi

Comparison: 9 similar vehicles

Monroe, GA

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Monroe, GA

Fair PriceModerate · 23
$8,199101,738 mi

Market: $6,900 – $14,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Monroe, GA

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Monroe, GA

Unscored
$8,199120,619 mi

Comparison: 17 similar vehicles

Monroe, GA

2015 Nissan Altima S

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

2015 Nissan Altima S

Monroe, GA

UnscoredInsufficient · 0
$8,19954,065 mi

Monroe, GA

2014 BMW X1 28i

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

2014 BMW X1 28i

Monroe, GA

Unscored
$8,19967,481 mi

Comparison: 6 similar vehicles

Monroe, GA

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

Monroe, GA

Unscored
$8,199143,420 mi

Comparison: 24 similar vehicles

Monroe, GA

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Monroe, GA

Unscored
$8,199102,117 mi

Comparison: 7 similar vehicles

Monroe, GA

2016 Acura ILX Premium

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

2016 Acura ILX Premium

Monroe, GA

Unscored
$8,799156,071 mi

Comparison: 7 similar vehicles

Monroe, GA

2014 Chrysler 300 C

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

2014 Chrysler 300 C

Monroe, GA

UnscoredInsufficient · 4
$8,799126,121 mi

Comparison: 4 similar vehicles

Monroe, GA

2019 Ford Escape S

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

2019 Ford Escape S

Monroe, GA

Unscored
$8,995122,398 mi

Comparison: 10 similar vehicles

Monroe, GA

2018 Toyota Camry LE

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

2018 Toyota Camry LE

Monroe, GA

Unscored
$8,999184,223 mi

Comparison: 27 similar vehicles

Monroe, GA

2005 Lexus LS 430

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

2005 Lexus LS 430

Monroe, GA

Unscored
$9,145189,826 mi

Comparison: 5 similar vehicles

Monroe, GA

2018 Hyundai Tucson Value

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

2018 Hyundai Tucson Value

Monroe, GA

Great DealLimited · 11
$9,199108,937 mi

Market: $12,457 – $19,198

Comparison: 11 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 92 days listed (based on current market benchmarks)

Monroe, GA

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Monroe, GA

Unscored
$9,199121,786 mi

Comparison: 5 similar vehicles

Monroe, GA

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Monroe, GA

Great DealModerate · 32
$9,199113,160 mi

Market: $9,990 – $18,501

Comparison: 32 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Monroe, GA

2015 Subaru WRX Base

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

2015 Subaru WRX Base

Monroe, GA

Unscored
$9,199143,422 mi

Comparison: 12 similar vehicles

Monroe, GA

2018 Honda Accord Touring

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

2018 Honda Accord Touring

Monroe, GA

Unscored
$9,299198,210 mi

Comparison: 16 similar vehicles

Monroe, GA

2015 Hyundai Genesis Base

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

2015 Hyundai Genesis Base

Monroe, GA

Unscored
$9,645149,435 mi

Comparison: 14 similar vehicles

Monroe, GA

2020 Nissan Armada SV

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

2020 Nissan Armada SV

Monroe, GA

Unscored
$9,799152,149 mi

Comparison: 12 similar vehicles

Monroe, GA

2015 Acura MDX Base

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

2015 Acura MDX Base

Monroe, GA

Unscored
$9,995162,897 mi

Comparison: 7 similar vehicles

Monroe, GA

2011 Audi A4 Premium

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

2011 Audi A4 Premium

Monroe, GA

UnscoredInsufficient · 4
$9,99578,357 mi

Comparison: 4 similar vehicles

Monroe, GA

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Monroe, GA

Unscored
$10,19997,193 mi

Comparison: 8 similar vehicles

Monroe, GA

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

Monroe, GA

UnscoredInsufficient · 4
$10,495122,642 mi

Comparison: 4 similar vehicles

Monroe, GA

2016 Honda Civic LX

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

2016 Honda Civic LX

Monroe, GA

Unscored
$10,799124,035 mi

Comparison: 37 similar vehicles

Monroe, GA

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Monroe, GA

Unscored
$10,995158,208 mi

Comparison: 24 similar vehicles

Monroe, GA

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Monroe, GA

Unscored
$10,995166,098 mi

Comparison: 8 similar vehicles

Monroe, GA

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Monroe, GA

Fair PriceLimited · 16
$11,135107,118 mi

Market: $7,750 – $16,695

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Monroe, GA

2018 Cadillac XT5 Premium Luxury

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

2018 Cadillac XT5 Premium Luxury

Monroe, GA

UnscoredInsufficient · 3
$11,295156,319 mi

Comparison: 3 similar vehicles

Monroe, GA

2007 Ford Econoline

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

2007 Ford Econoline

Monroe, GA

UnscoredInsufficient · 0
$11,44594,932 mi

Monroe, GA

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Monroe, GA

Unscored
$11,481159,006 mi

Comparison: 14 similar vehicles

Monroe, GA

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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