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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

2,277 listings found

2014 Nissan Versa Sedan SL

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

2014 Nissan Versa Sedan SL

Lake Park, FL

UnscoredInsufficient · 0
$3,000148,372 mi

Lake Park, FL

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Lake Park, FL

UnscoredInsufficient · 3
$3,000137,085 mi

Comparison: 3 similar vehicles

Lake Park, FL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Lake Park, FL

Unscored
$3,477140,131 mi

Comparison: 5 similar vehicles

Lake Park, FL

2011 Nissan Altima S

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

2011 Nissan Altima S

Lake Park, FL

Unscored
$3,732152,917 mi

Comparison: 27 similar vehicles

Lake Park, FL

2015 Nissan JUKE SV

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

2015 Nissan JUKE SV

Lake Park, FL

UnscoredInsufficient · 0
$3,776168,791 mi

Lake Park, FL

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Lake Park, FL

UnscoredInsufficient · 0
$3,800138,295 mi

Lake Park, FL

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Lake Park, FL

Unscored
$3,807131,980 mi

Comparison: 33 similar vehicles

Lake Park, FL

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Lake Park, FL

Unscored
$3,900150,498 mi

Comparison: 11 similar vehicles

Lake Park, FL

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Lake Park, FL

Fair PriceLimited · 15
$4,000114,250 mi

Market: $3,995 – $11,320

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Lake Park, FL

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Lake Park, FL

Unscored
$4,277188,251 mi

Comparison: 16 similar vehicles

Lake Park, FL

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Lake Park, FL

Unscored
$4,293172,994 mi

Comparison: 8 similar vehicles

Lake Park, FL

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Lake Park, FL

Unscored
$4,399159,733 mi

Comparison: 18 similar vehicles

Lake Park, FL

2006 Mazda Tribute s

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

2006 Mazda Tribute s

Lake Park, FL

Salvage title
$4,500152,686 mi

Lake Park, FL

2011 Ford Fiesta SEL

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

2011 Ford Fiesta SEL

Lake Park, FL

Salvage title
$4,800143,243 mi

Lake Park, 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

Lake Park, FL

Unscored
$4,900244,023 mi

Comparison: 5 similar vehicles

Lake Park, FL

2009 Chevrolet HHR LT

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

2009 Chevrolet HHR LT

Lake Park, FL

Salvage title
$4,900100,311 mi

Lake Park, FL

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

Lake Park, FL

Salvage title
$4,900112,796 mi

Lake Park, FL

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Lake Park, FL

UnscoredInsufficient · 0
$4,950139,317 mi

Lake Park, FL

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Lake Park, FL

Unscored
$5,077172,165 mi

Comparison: 5 similar vehicles

Lake Park, FL

2017 Kia Rio LX

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

2017 Kia Rio LX

Lake Park, FL

Unscored
$5,380126,873 mi

Comparison: 12 similar vehicles

Lake Park, FL

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Lake Park, FL

Fair PriceLimited · 18
$5,399109,492 mi

Market: $1,950 – $8,899

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Lake Park, FL

2009 Pontiac G6

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

2009 Pontiac G6

Lake Park, FL

Salvage title
$5,500120,351 mi

Lake Park, FL

2011 MINI Cooper Base

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

2011 MINI Cooper Base

Lake Park, FL

Salvage title
$5,700122,491 mi

Lake Park, FL

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Lake Park, FL

Unscored
$5,800133,090 mi

Comparison: 8 similar vehicles

Lake Park, FL

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Lake Park, FL

UnscoredInsufficient · 3
$5,800Mileage not verified

Comparison: 3 similar vehicles

Lake Park, FL

No Photo

2010 Nissan Rogue S

Lake Park, FL

Unscored
$5,800Mileage not verified

Comparison: 7 similar vehicles

Lake Park, FL

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Lake Park, FL

Unscored
$5,900211,537 mi

Comparison: 29 similar vehicles

Lake Park, FL

2013 Ford Escape SE

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

2013 Ford Escape SE

Lake Park, FL

Salvage title
$5,900145,000 mi

Lake Park, FL

2013 Kia Forte EX

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

2013 Kia Forte EX

Lake Park, FL

Salvage title
$5,900114,312 mi

Lake Park, FL

2011 Mazda MAZDA3 s Grand Touring

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

2011 Mazda MAZDA3 s Grand Touring

Lake Park, FL

UnscoredInsufficient · 0
$5,900Mileage not verified

Lake Park, FL

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Lake Park, FL

Salvage title
$5,900186,298 mi

Lake Park, FL

No Photo

2007 Honda Pilot EX

Lake Park, FL

Salvage title
$5,900168,000 mi

Lake Park, FL

2013 Volkswagen Golf Base

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

2013 Volkswagen Golf Base

Lake Park, FL

Salvage title
$5,950128,198 mi

Lake Park, FL

No Photo

2010 Honda Civic VP

Lake Park, FL

Salvage title
$5,950100,000 mi

Lake Park, FL

2008 Honda Civic HYBRID

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

2008 Honda Civic HYBRID

Lake Park, FL

Salvage title
$5,950145,886 mi

Lake Park, FL

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Lake Park, FL

Unscored
$5,995176,000 mi

Comparison: 8 similar vehicles

Lake Park, FL

2015 INFINITI Q40 Base

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

2015 INFINITI Q40 Base

Lake Park, FL

UnscoredInsufficient · 4
$5,998148,677 mi

Comparison: 4 similar vehicles

Lake Park, FL

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Lake Park, FL

UnscoredInsufficient · 4
$5,998179,082 mi

Comparison: 4 similar vehicles

Lake Park, FL

2010 Hyundai Tucson Limited

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

2010 Hyundai Tucson Limited

Lake Park, FL

UnscoredInsufficient · 0
$6,126155,354 mi

Lake Park, FL

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Lake Park, FL

Unscored
$6,200175,709 mi

Comparison: 9 similar vehicles

Lake Park, FL

2015 Kia Optima LX

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

2015 Kia Optima LX

Lake Park, FL

Unscored
$6,481121,873 mi

Comparison: 41 similar vehicles

Lake Park, FL

2017 Audi Q5 Premium Plus

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

2017 Audi Q5 Premium Plus

Lake Park, FL

Unscored
$6,490180,092 mi

Comparison: 19 similar vehicles

Lake Park, FL

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Lake Park, FL

UnscoredInsufficient · 3
$6,500134,014 mi

Comparison: 3 similar vehicles

Lake Park, FL

2015 Kia Forte EX

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

2015 Kia Forte EX

Lake Park, FL

UnscoredInsufficient · 4
$6,500126,895 mi

Comparison: 4 similar vehicles

Lake Park, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Lake Park, FL

Unscored
$6,500164,679 mi

Comparison: 9 similar vehicles

Lake Park, FL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Lake Park, FL

Salvage title
$6,500120,231 mi

Lake Park, FL

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Lake Park, FL

Salvage title
$6,800135,416 mi

Lake Park, FL

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Lake Park, FL

Unscored
$6,800133,166 mi

Comparison: 18 similar vehicles

Lake Park, FL

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Lake Park, FL

Unscored
$6,800133,080 mi

Comparison: 18 similar vehicles

Lake Park, FL

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Lake Park, FL

Fair PriceModerate · 20
$6,800118,655 mi

Market: $4,600 – $11,285

Comparison: 20 similar vehicles

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

Lake Park, 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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