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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 8, 2026

7.3M+

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

691 listings found

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Lake Worth Beach, FL

UnscoredInsufficient · 0
$2,100180,591 mi

Lake Worth Beach, FL

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Lake Worth Beach, FL

UnscoredInsufficient · 0
$2,300121,212 mi

Lake Worth Beach, FL

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Lake Worth Beach, FL

Unscored
$2,800169,201 mi

Comparison: 12 similar vehicles

Lake Worth Beach, FL

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Lake Worth Beach, FL

Unscored
$4,000130,000 mi

Comparison: 6 similar vehicles

Lake Worth Beach, FL

2011 Dodge Nitro SE

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

2011 Dodge Nitro SE

Lake Worth Beach, FL

UnscoredInsufficient · 0
$4,890117,880 mi

Lake Worth Beach, FL

2011 Mazda CX-7 i SV

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

2011 Mazda CX-7 i SV

Lake Worth Beach, FL

UnscoredInsufficient · 0
$5,448264,841 mi

Lake Worth Beach, FL

2017 Ford Escape S

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

2017 Ford Escape S

Lake Worth Beach, FL

Unscored
$5,487150,555 mi

Comparison: 10 similar vehicles

Lake Worth Beach, FL

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Lake Worth Beach, FL

UnscoredInsufficient · 0
$5,500152,476 mi

Lake Worth Beach, FL

2012 Mercedes-Benz C-Class C300 Sport

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

2012 Mercedes-Benz C-Class C300 Sport

Lake Worth Beach, FL

Unscored
$5,545130,000 mi

Comparison: 7 similar vehicles

Lake Worth Beach, FL

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Lake Worth Beach, FL

Unscored
$5,799158,193 mi

Comparison: 13 similar vehicles

Lake Worth Beach, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Lake Worth Beach, FL

Unscored
$5,995248,502 mi

Comparison: 11 similar vehicles

Lake Worth Beach, FL

2015 Kia Forte5 SX

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

2015 Kia Forte5 SX

Lake Worth Beach, FL

UnscoredInsufficient · 0
$5,99594,560 mi

Lake Worth Beach, FL

2009 Cadillac CTS 1SA

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

2009 Cadillac CTS 1SA

Lake Worth Beach, FL

Salvage title
$5,99997,280 mi

Lake Worth Beach, FL

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Lake Worth Beach, FL

Unscored
$5,999165,256 mi

Comparison: 13 similar vehicles

Lake Worth Beach, FL

2006 Lincoln Town Car Signature Limited

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

2006 Lincoln Town Car Signature Limited

Lake Worth Beach, FL

UnscoredInsufficient · 4
$6,000121,879 mi

Comparison: 4 similar vehicles

Lake Worth Beach, FL

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Lake Worth Beach, FL

UnscoredInsufficient · 3
$6,042253,584 mi

Comparison: 3 similar vehicles

Lake Worth Beach, FL

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Lake Worth Beach, FL

UnscoredInsufficient · 3
$6,199209,123 mi

Comparison: 3 similar vehicles

Lake Worth Beach, FL

2006 Mercedes-Benz S-Class S350

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

2006 Mercedes-Benz S-Class S350

Lake Worth Beach, FL

UnscoredInsufficient · 0
$6,295165,541 mi

Lake Worth Beach, FL

2003 Ford Mustang Deluxe

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

2003 Ford Mustang Deluxe

Lake Worth Beach, FL

UnscoredInsufficient · 0
$6,44281,290 mi

Lake Worth Beach, FL

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Lake Worth Beach, FL

UnscoredInsufficient · 0
$6,500116,232 mi

Lake Worth Beach, FL

2015 Ford Transit Connect XLT

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

2015 Ford Transit Connect XLT

Lake Worth Beach, FL

Unscored
$6,500145,682 mi

Comparison: 8 similar vehicles

Lake Worth Beach, FL

2009 BMW 3 Series 335i

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

2009 BMW 3 Series 335i

Lake Worth Beach, FL

Unscored
$6,954128,692 mi

Comparison: 7 similar vehicles

Lake Worth Beach, FL

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Lake Worth Beach, FL

Fair PriceLimited · 18
$6,995119,997 mi

Market: $6,793 – $10,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 541 days listed (based on current market benchmarks)

Lake Worth Beach, FL

2012 Nissan Quest S

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

2012 Nissan Quest S

Lake Worth Beach, FL

UnscoredInsufficient · 3
$6,995138,907 mi

Comparison: 3 similar vehicles

Lake Worth Beach, 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 Worth Beach, FL

Unscored
$6,999130,782 mi

Comparison: 16 similar vehicles

Lake Worth Beach, FL

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Lake Worth Beach, FL

UnscoredInsufficient · 3
$6,999152,661 mi

Comparison: 3 similar vehicles

Lake Worth Beach, FL

2009 Lexus IS 350

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

2009 Lexus IS 350

Lake Worth Beach, FL

UnscoredInsufficient · 0
$6,999216,300 mi

Lake Worth Beach, FL

2015 Nissan Murano S

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

2015 Nissan Murano S

Lake Worth Beach, FL

UnscoredInsufficient · 4
$7,000144,726 mi

Comparison: 4 similar vehicles

Lake Worth Beach, FL

2012 Toyota Corolla S

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

2012 Toyota Corolla S

Lake Worth Beach, FL

Unscored
$7,350171,104 mi

Comparison: 6 similar vehicles

Lake Worth Beach, FL

2015 Honda Civic LX

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

2015 Honda Civic LX

Lake Worth Beach, FL

Unscored
$7,500139,866 mi

Comparison: 17 similar vehicles

Lake Worth Beach, 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

Lake Worth Beach, FL

Unscored
$7,995130,022 mi

Comparison: 37 similar vehicles

Lake Worth Beach, FL

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Lake Worth Beach, FL

Salvage title
$7,99588,560 mi

Lake Worth Beach, FL

2002 Chevrolet Monte Carlo SS

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

2002 Chevrolet Monte Carlo SS

Lake Worth Beach, FL

UnscoredInsufficient · 0
$7,995Mileage not verified

Lake Worth Beach, FL

2008 Ford E-Series Econoline Wagon XL

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

2008 Ford E-Series Econoline Wagon XL

Lake Worth Beach, FL

UnscoredInsufficient · 0
$7,999299,338 mi

Lake Worth Beach, FL

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Lake Worth Beach, FL

Unscored
$8,254117,286 mi

Comparison: 8 similar vehicles

Lake Worth Beach, FL

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Lake Worth Beach, FL

UnscoredInsufficient · 0
$8,288148,826 mi

Lake Worth Beach, FL

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Lake Worth Beach, FL

Unscored
$8,321220,167 mi

Comparison: 16 similar vehicles

Lake Worth Beach, FL

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Lake Worth Beach, FL

Unscored
$8,50099,415 mi

Comparison: 5 similar vehicles

Lake Worth Beach, FL

2016 Hyundai Tucson SE

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

2016 Hyundai Tucson SE

Lake Worth Beach, FL

Unscored
$8,50086,988 mi

Comparison: 5 similar vehicles

Lake Worth Beach, FL

2016 Kia Soul Base

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

2016 Kia Soul Base

Lake Worth Beach, FL

UnscoredInsufficient · 3
$8,87963,242 mi

Comparison: 3 similar vehicles

Lake Worth Beach, 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 Worth Beach, FL

Unscored
$8,89965,985 mi

Comparison: 5 similar vehicles

Lake Worth Beach, FL

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Lake Worth Beach, FL

Unscored
$8,914170,100 mi

Comparison: 16 similar vehicles

Lake Worth Beach, FL

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Lake Worth Beach, FL

Unscored
$8,949159,847 mi

Comparison: 13 similar vehicles

Lake Worth Beach, FL

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Lake Worth Beach, FL

Unscored
$8,950161,472 mi

Comparison: 6 similar vehicles

Lake Worth Beach, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Lake Worth Beach, FL

Fair PriceModerate · 32
$8,96699,353 mi

Market: $4,999 – $15,900

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Lake Worth Beach, FL

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Lake Worth Beach, FL

Salvage title
$8,99581,958 mi

Lake Worth Beach, FL

2016 Ford Flex Limited

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

2016 Ford Flex Limited

Lake Worth Beach, FL

UnscoredInsufficient · 4
$8,995145,532 mi

Comparison: 4 similar vehicles

Lake Worth Beach, FL

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Lake Worth Beach, FL

Unscored
$8,995155,700 mi

Comparison: 14 similar vehicles

Lake Worth Beach, FL

2015 Jeep Renegade Trailhawk

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

2015 Jeep Renegade Trailhawk

Lake Worth Beach, FL

UnscoredInsufficient · 0
$8,995110,941 mi

Lake Worth Beach, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Lake Worth Beach, FL

OverpricedLimited · 11
$8,999114,486 mi

Market: $5,999 – $8,147

Comparison: 11 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Worth Beach, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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