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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 7, 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

2,611 listings found

2010 Hyundai Elantra Touring SE

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

2010 Hyundai Elantra Touring SE

Plantation, FL

UnscoredInsufficient · 4
$1,800244,287 mi

Comparison: 4 similar vehicles

Plantation, FL

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Plantation, FL

UnscoredInsufficient · 3
$2,495173,068 mi

Comparison: 3 similar vehicles

Plantation, FL

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Plantation, FL

UnscoredInsufficient · 3
$2,995157,061 mi

Comparison: 3 similar vehicles

Plantation, FL

2015 Mitsubishi Mirage ES

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

2015 Mitsubishi Mirage ES

Plantation, FL

UnscoredInsufficient · 3
$3,258135,410 mi

Comparison: 3 similar vehicles

Plantation, FL

2015 Chevrolet Volt Base

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

2015 Chevrolet Volt Base

Plantation, FL

UnscoredInsufficient · 0
$3,494217,085 mi

Plantation, FL

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Plantation, FL

Salvage title
$3,69595,075 mi

Plantation, FL

2010 INFINITI QX 56

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

2010 INFINITI QX 56

Plantation, FL

UnscoredInsufficient · 0
$3,699218,659 mi

Plantation, FL

2001 BMW 3 Series Base

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

2001 BMW 3 Series Base

Plantation, FL

Salvage title
$3,894111,312 mi

Plantation, FL

2012 Volkswagen CC Luxury

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

2012 Volkswagen CC Luxury

Plantation, FL

UnscoredInsufficient · 0
$3,900136,506 mi

Plantation, FL

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Plantation, FL

Unscored
$3,995150,952 mi

Comparison: 6 similar vehicles

Plantation, FL

2020 Hyundai Accent SE

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

2020 Hyundai Accent SE

Plantation, FL

UnscoredInsufficient · 4
$4,300100,772 mi

Comparison: 4 similar vehicles

Plantation, FL

2011 Acura MDX Technology & Entertainment Package

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

2011 Acura MDX Technology & Entertainment Package

Plantation, FL

UnscoredInsufficient · 0
$4,399178,758 mi

Plantation, FL

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Plantation, FL

Unscored
$4,50092,250 mi

Comparison: 6 similar vehicles

Plantation, FL

2016 Nissan Maxima SL

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

2016 Nissan Maxima SL

Plantation, FL

Salvage title
$4,699122,917 mi

Plantation, FL

2006 Honda Accord LX

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

2006 Honda Accord LX

Plantation, FL

UnscoredInsufficient · 4
$4,699142,626 mi

Comparison: 4 similar vehicles

Plantation, FL

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Plantation, FL

Unscored
$4,775125,461 mi

Comparison: 17 similar vehicles

Plantation, FL

2010 Acura TL Base

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

2010 Acura TL Base

Plantation, FL

UnscoredInsufficient · 0
$4,799237,018 mi

Plantation, FL

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Plantation, FL

UnscoredInsufficient · 0
$4,799162,566 mi

Plantation, FL

2016 Nissan Altima S

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

2016 Nissan Altima S

Plantation, FL

Unscored
$4,894154,555 mi

Comparison: 9 similar vehicles

Plantation, FL

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Plantation, FL

Unscored
$4,894119,716 mi

Comparison: 5 similar vehicles

Plantation, FL

2014 Hyundai Azera Limited

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

2014 Hyundai Azera Limited

Plantation, FL

Salvage title
$4,900142,694 mi

Plantation, FL

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Plantation, FL

Unscored
$4,900129,267 mi

Comparison: 6 similar vehicles

Plantation, FL

2013 INFINITI M 37

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

2013 INFINITI M 37

Plantation, FL

Unscored
$4,900115,949 mi

Comparison: 6 similar vehicles

Plantation, FL

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Plantation, FL

Unscored
$4,900115,349 mi

Comparison: 7 similar vehicles

Plantation, FL

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Plantation, FL

Unscored
$4,900180,000 mi

Comparison: 10 similar vehicles

Plantation, FL

2011 Jaguar XF Supercharged

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

2011 Jaguar XF Supercharged

Plantation, FL

UnscoredInsufficient · 0
$4,900130,904 mi

Plantation, FL

2006 Toyota Sequoia SR5

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

2006 Toyota Sequoia SR5

Plantation, FL

Salvage title
$4,900199,918 mi

Plantation, FL

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Plantation, FL

Unscored
$4,995157,590 mi

Comparison: 5 similar vehicles

Plantation, FL

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Plantation, FL

Unscored
$4,999151,936 mi

Comparison: 10 similar vehicles

Plantation, FL

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Plantation, FL

UnscoredInsufficient · 4
$4,99985,029 mi

Comparison: 4 similar vehicles

Plantation, FL

2014 Land Rover Range Rover Evoque Pure

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

2014 Land Rover Range Rover Evoque Pure

Plantation, FL

UnscoredInsufficient · 0
$4,999173,222 mi

Plantation, FL

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Plantation, FL

Unscored
$5,258196,334 mi

Comparison: 5 similar vehicles

Plantation, FL

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Plantation, FL

UnscoredInsufficient · 3
$5,399153,523 mi

Comparison: 3 similar vehicles

Plantation, FL

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Plantation, FL

Unscored
$5,495125,704 mi

Comparison: 27 similar vehicles

Plantation, FL

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Plantation, FL

UnscoredInsufficient · 3
$5,495121,925 mi

Comparison: 3 similar vehicles

Plantation, FL

2013 BMW 5 Series 528i

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

2013 BMW 5 Series 528i

Plantation, FL

UnscoredInsufficient · 4
$5,594148,854 mi

Comparison: 4 similar vehicles

Plantation, FL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Plantation, FL

Unscored
$5,699139,141 mi

Comparison: 5 similar vehicles

Plantation, FL

2015 Audi A4 Premium

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

2015 Audi A4 Premium

Plantation, FL

UnscoredInsufficient · 3
$5,699124,128 mi

Comparison: 3 similar vehicles

Plantation, FL

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Plantation, FL

Unscored
$5,699226,235 mi

Comparison: 7 similar vehicles

Plantation, FL

2017 Lincoln MKZ Select

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

2017 Lincoln MKZ Select

Plantation, FL

UnscoredInsufficient · 0
$5,700157,202 mi

Plantation, FL

2017 Mitsubishi Mirage ES

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

2017 Mitsubishi Mirage ES

Plantation, FL

UnscoredInsufficient · 4
$5,79986,790 mi

Comparison: 4 similar vehicles

Plantation, FL

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Plantation, FL

Unscored
$5,799136,850 mi

Comparison: 5 similar vehicles

Plantation, FL

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Plantation, FL

Salvage title
$5,800183,691 mi

Plantation, FL

2017 FIAT 124 Spider Abarth

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

2017 FIAT 124 Spider Abarth

Plantation, FL

UnscoredInsufficient · 0
$5,894125,100 mi

Plantation, FL

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Plantation, FL

Unscored
$5,995163,314 mi

Comparison: 6 similar vehicles

Plantation, FL

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Plantation, FL

Fair PriceModerate · 32
$5,995113,068 mi

Market: $5,999 – $13,998

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 65 days listed (based on current market benchmarks)

Plantation, FL

2015 Mitsubishi Outlander Sport SE

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

2015 Mitsubishi Outlander Sport SE

Plantation, FL

Fair PriceLimited · 11
$5,99597,233 mi

Market: $4,900 – $11,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Plantation, FL

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Plantation, FL

UnscoredInsufficient · 4
$5,995135,650 mi

Comparison: 4 similar vehicles

Plantation, FL

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Plantation, FL

UnscoredInsufficient · 4
$5,99595,151 mi

Comparison: 4 similar vehicles

Plantation, FL

2020 Ford Escape SE

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

2020 Ford Escape SE

Plantation, FL

Great DealModerate · 29
$5,999113,933 mi

Market: $7,999 – $16,755

Comparison: 29 similar vehicles

Competitively priced ~25% below the typical range compared to similar vehicles · 58 days listed (based on current market benchmarks)

Plantation, FL

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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