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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 4, 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

741 listings found

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Malden, MA

Unscored
$3,500159,385 mi

Comparison: 11 similar vehicles

Malden, MA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Malden, MA

UnscoredInsufficient · 4
$4,99596,442 mi

Comparison: 4 similar vehicles

Malden, MA

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Malden, MA

Unscored
$4,995289,757 mi

Comparison: 5 similar vehicles

Malden, MA

2006 Honda Civic LX

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

2006 Honda Civic LX

Malden, MA

Unscored
$4,995164,000 mi

Comparison: 21 similar vehicles

Malden, MA

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Malden, MA

Unscored
$5,295177,973 mi

Comparison: 27 similar vehicles

Malden, MA

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Malden, MA

Unscored
$5,350176,696 mi

Comparison: 5 similar vehicles

Malden, MA

2010 Audi A6 Premium

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

2010 Audi A6 Premium

Malden, MA

UnscoredInsufficient · 4
$5,480152,295 mi

Comparison: 4 similar vehicles

Malden, MA

2009 Toyota Yaris Base

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

2009 Toyota Yaris Base

Malden, MA

UnscoredInsufficient · 3
$5,495143,252 mi

Comparison: 3 similar vehicles

Malden, MA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Malden, MA

Unscored
$5,902179,042 mi

Comparison: 9 similar vehicles

Malden, MA

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Malden, MA

Fair PriceLimited · 12
$6,495116,342 mi

Market: $4,495 – $10,036

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Malden, MA

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Malden, MA

Unscored
$6,500144,600 mi

Comparison: 29 similar vehicles

Malden, MA

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Malden, MA

UnscoredInsufficient · 4
$6,685161,548 mi

Comparison: 4 similar vehicles

Malden, MA

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Malden, MA

Unscored
$6,749124,947 mi

Comparison: 5 similar vehicles

Malden, MA

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Malden, MA

UnscoredInsufficient · 0
$6,845123,359 mi

Malden, MA

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Malden, MA

Unscored
$6,912121,657 mi

Comparison: 5 similar vehicles

Malden, MA

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

Malden, MA

UnscoredInsufficient · 0
$6,922114,969 mi

Malden, MA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Malden, MA

Unscored
$6,950126,111 mi

Comparison: 5 similar vehicles

Malden, MA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Malden, MA

Unscored
$6,995130,500 mi

Comparison: 9 similar vehicles

Malden, MA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Malden, MA

Unscored
$7,171133,977 mi

Comparison: 9 similar vehicles

Malden, MA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Malden, MA

Unscored
$7,275116,391 mi

Comparison: 9 similar vehicles

Malden, MA

2013 MINI Paceman John Cooper Works

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

2013 MINI Paceman John Cooper Works

Malden, MA

UnscoredInsufficient · 0
$7,410117,280 mi

Malden, MA

2014 Kia Sorento Limited

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

2014 Kia Sorento Limited

Malden, MA

Unscored
$7,450128,959 mi

Comparison: 6 similar vehicles

Malden, MA

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Malden, MA

Unscored
$7,495120,777 mi

Comparison: 12 similar vehicles

Malden, MA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Malden, MA

Unscored
$7,540169,073 mi

Comparison: 15 similar vehicles

Malden, MA

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Malden, MA

UnscoredInsufficient · 4
$7,95080,773 mi

Comparison: 4 similar vehicles

Malden, MA

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Malden, MA

OverpricedLimited · 15
$7,950133,510 mi

Market: $2,500 – $6,999

Comparison: 15 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Malden, MA

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Malden, MA

Unscored
$7,995160,000 mi

Comparison: 23 similar vehicles

Malden, MA

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Malden, MA

Unscored
$7,995141,361 mi

Comparison: 11 similar vehicles

Malden, MA

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Malden, MA

UnscoredInsufficient · 3
$8,000140,000 mi

Comparison: 3 similar vehicles

Malden, MA

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Malden, MA

Unscored
$8,417105,185 mi

Comparison: 9 similar vehicles

Malden, MA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Malden, MA

Unscored
$8,465127,079 mi

Comparison: 8 similar vehicles

Malden, MA

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

Malden, MA

Fair PriceModerate · 21
$8,47084,388 mi

Market: $3,995 – $12,989

Comparison: 21 similar vehicles

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

Malden, MA

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Malden, MA

UnscoredInsufficient · 4
$8,495130,485 mi

Comparison: 4 similar vehicles

Malden, MA

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Malden, MA

Unscored
$8,495118,602 mi

Comparison: 8 similar vehicles

Malden, MA

2013 Mercedes-Benz C-Class C300 Luxury

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

2013 Mercedes-Benz C-Class C300 Luxury

Malden, MA

Fair PriceModerate · 29
$8,495117,671 mi

Market: $7,995 – $11,497

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Malden, MA

2013 Audi allroad Premium

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

2013 Audi allroad Premium

Malden, MA

UnscoredInsufficient · 3
$8,730111,129 mi

Comparison: 3 similar vehicles

Malden, MA

2016 Honda Odyssey Touring Elite

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

2016 Honda Odyssey Touring Elite

Malden, MA

UnscoredInsufficient · 4
$8,850191,238 mi

Comparison: 4 similar vehicles

Malden, MA

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Malden, MA

Great DealLimited · 11
$8,86594,640 mi

Market: $10,365 – $14,977

Comparison: 11 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 235 days listed (based on current market benchmarks)

Malden, MA

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Malden, MA

Unscored
$8,865113,743 mi

Comparison: 9 similar vehicles

Malden, MA

2015 Nissan Murano S

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

2015 Nissan Murano S

Malden, MA

Fair PriceLimited · 11
$8,886113,170 mi

Market: $5,899 – $11,975

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Malden, MA

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Malden, MA

Unscored
$8,929109,230 mi

Comparison: 5 similar vehicles

Malden, MA

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

Malden, MA

Unscored
$8,950109,358 mi

Comparison: 9 similar vehicles

Malden, MA

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Malden, MA

Unscored
$8,950101,929 mi

Comparison: 7 similar vehicles

Malden, MA

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

Malden, MA

Unscored
$8,950132,641 mi

Comparison: 21 similar vehicles

Malden, MA

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Malden, MA

Fair PriceLimited · 12
$8,99099,610 mi

Market: $8,900 – $11,495

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Malden, MA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Malden, MA

UnscoredInsufficient · 3
$8,995141,150 mi

Comparison: 3 similar vehicles

Malden, MA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Malden, MA

OverpricedLimited · 18
$8,995152,875 mi

Market: $4,000 – $7,495

Comparison: 18 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Malden, MA

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Malden, MA

Unscored
$8,99585,089 mi

Comparison: 7 similar vehicles

Malden, MA

2017 Land Rover Discovery Sport SE

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

2017 Land Rover Discovery Sport SE

Malden, MA

UnscoredInsufficient · 3
$9,080101,900 mi

Comparison: 3 similar vehicles

Malden, MA

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Malden, MA

Unscored
$9,224123,225 mi

Comparison: 23 similar vehicles

Malden, MA

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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