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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

404 listings found

2008 Hyundai Tucson Limited

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

2008 Hyundai Tucson Limited

Carmel Hamlet, NY

UnscoredInsufficient · 0
$2,850181,250 mi

Carmel Hamlet, NY

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Carmel Hamlet, NY

Unscored
$3,750164,593 mi

Comparison: 49 similar vehicles

Carmel Hamlet, NY

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Carmel Hamlet, NY

UnscoredInsufficient · 4
$3,850150,646 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Carmel Hamlet, NY

Unscored
$3,950147,507 mi

Comparison: 7 similar vehicles

Carmel Hamlet, NY

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Carmel Hamlet, NY

UnscoredInsufficient · 3
$3,950156,005 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Carmel Hamlet, NY

UnscoredInsufficient · 3
$3,950107,269 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Carmel Hamlet, NY

Unscored
$3,995179,747 mi

Comparison: 7 similar vehicles

Carmel Hamlet, NY

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Carmel Hamlet, NY

Unscored
$3,995124,920 mi

Comparison: 11 similar vehicles

Carmel Hamlet, NY

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Carmel Hamlet, NY

Unscored
$4,450160,080 mi

Comparison: 5 similar vehicles

Carmel Hamlet, NY

2011 Cadillac CTS Luxury Collection

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

2011 Cadillac CTS Luxury Collection

Carmel Hamlet, NY

Unscored
$4,450126,850 mi

Comparison: 6 similar vehicles

Carmel Hamlet, NY

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Carmel Hamlet, NY

UnscoredInsufficient · 4
$4,500172,122 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2014 Kia Soul Base

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

2014 Kia Soul Base

Carmel Hamlet, NY

Unscored
$4,850140,655 mi

Comparison: 5 similar vehicles

Carmel Hamlet, NY

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Carmel Hamlet, NY

Unscored
$4,950154,044 mi

Comparison: 26 similar vehicles

Carmel Hamlet, NY

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Carmel Hamlet, NY

Unscored
$4,950182,680 mi

Comparison: 5 similar vehicles

Carmel Hamlet, NY

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Carmel Hamlet, NY

Unscored
$4,950153,656 mi

Comparison: 5 similar vehicles

Carmel Hamlet, NY

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Carmel Hamlet, NY

Unscored
$4,995197,265 mi

Comparison: 22 similar vehicles

Carmel Hamlet, NY

2008 Honda Fit Sport

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

2008 Honda Fit Sport

Carmel Hamlet, NY

Unscored
$4,995123,128 mi

Comparison: 8 similar vehicles

Carmel Hamlet, NY

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Carmel Hamlet, NY

Unscored
$5,400137,111 mi

Comparison: 19 similar vehicles

Carmel Hamlet, NY

2013 Subaru Impreza 2.0I Limited

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

2013 Subaru Impreza 2.0I Limited

Carmel Hamlet, NY

UnscoredInsufficient · 4
$5,995130,542 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2007 Toyota Yaris S

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

2007 Toyota Yaris S

Carmel Hamlet, NY

Unscored
$5,99590,078 mi

Comparison: 7 similar vehicles

Carmel Hamlet, NY

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Carmel Hamlet, NY

Fair PriceLimited · 10
$5,999116,162 mi

Market: $5,650 – $9,900

Comparison: 10 similar vehicles

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

Carmel Hamlet, NY

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Carmel Hamlet, NY

Fair PriceLimited · 17
$5,99995,000 mi

Market: $2,995 – $8,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Carmel Hamlet, NY

2017 Volkswagen Golf Alltrack SEL

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

2017 Volkswagen Golf Alltrack SEL

Carmel Hamlet, NY

Unscored
$6,250174,089 mi

Comparison: 22 similar vehicles

Carmel Hamlet, NY

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Carmel Hamlet, NY

Unscored
$6,450149,971 mi

Comparison: 132 similar vehicles

Carmel Hamlet, NY

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Carmel Hamlet, NY

Unscored
$6,499134,000 mi

Comparison: 17 similar vehicles

Carmel Hamlet, NY

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Carmel Hamlet, NY

UnscoredInsufficient · 3
$6,500170,160 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Carmel Hamlet, NY

UnscoredInsufficient · 4
$6,500161,162 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Carmel Hamlet, NY

UnscoredInsufficient · 3
$6,500131,659 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2014 Subaru Impreza 2.0I Limited

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

2014 Subaru Impreza 2.0I Limited

Carmel Hamlet, NY

Unscored
$6,500135,234 mi

Comparison: 9 similar vehicles

Carmel Hamlet, NY

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Carmel Hamlet, NY

UnscoredInsufficient · 4
$6,995173,224 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2019 Subaru Forester Base

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

2019 Subaru Forester Base

Carmel Hamlet, NY

Unscored
$7,450166,968 mi

Comparison: 12 similar vehicles

Carmel Hamlet, NY

2014 Kia Optima SX

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

2014 Kia Optima SX

Carmel Hamlet, NY

UnscoredInsufficient · 4
$7,49578,649 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Carmel Hamlet, NY

Unscored
$7,994148,465 mi

Comparison: 28 similar vehicles

Carmel Hamlet, NY

2016 MINI Cooper S

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

2016 MINI Cooper S

Carmel Hamlet, NY

UnscoredInsufficient · 3
$8,493103,834 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Carmel Hamlet, NY

Unscored
$8,500152,268 mi

Comparison: 11 similar vehicles

Carmel Hamlet, NY

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Carmel Hamlet, NY

Fair PriceModerate · 39
$8,950106,851 mi

Market: $4,700 – $18,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Carmel Hamlet, NY

2016 Jeep Renegade Justice Special Edition

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

2016 Jeep Renegade Justice Special Edition

Carmel Hamlet, NY

Unscored
$8,990114,628 mi

Comparison: 9 similar vehicles

Carmel Hamlet, NY

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

Carmel Hamlet, NY

Unscored
$8,999180,000 mi

Comparison: 13 similar vehicles

Carmel Hamlet, NY

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Carmel Hamlet, NY

Fair PriceLimited · 10
$11,796103,973 mi

Market: $9,985 – $16,131

Comparison: 10 similar vehicles

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

Carmel Hamlet, NY

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Carmel Hamlet, NY

Unscored
$11,999122,825 mi

Comparison: 18 similar vehicles

Carmel Hamlet, NY

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Carmel Hamlet, NY

Fair PriceModerate · 28
$12,99098,441 mi

Market: $7,994 – $19,400

Comparison: 28 similar vehicles

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

Carmel Hamlet, NY

2021 RAM Promaster City Tradesman

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

2021 RAM Promaster City Tradesman

Carmel Hamlet, NY

Unscored
$12,997122,781 mi

Comparison: 59 similar vehicles

Carmel Hamlet, NY

2019 Nissan Murano S

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

2019 Nissan Murano S

Carmel Hamlet, NY

Unscored
$13,39493,768 mi

Comparison: 5 similar vehicles

Carmel Hamlet, NY

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Carmel Hamlet, NY

Fair PriceModerate · 22
$13,398115,226 mi

Market: $10,385 – $14,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Carmel Hamlet, NY

2016 Jeep Wrangler Willys Wheeler

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

2016 Jeep Wrangler Willys Wheeler

Carmel Hamlet, NY

Unscored
$13,599134,347 mi

Comparison: 11 similar vehicles

Carmel Hamlet, NY

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Carmel Hamlet, NY

UnscoredInsufficient · 0
$13,99059,219 mi

Carmel Hamlet, NY

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Carmel Hamlet, NY

Fair PriceModerate · 28
$13,99574,992 mi

Market: $7,994 – $19,400

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Carmel Hamlet, NY

2021 Hyundai Elantra SE

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

2021 Hyundai Elantra SE

Carmel Hamlet, NY

UnscoredInsufficient · 4
$14,99063,336 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Carmel Hamlet, NY

OverpricedLimited · 17
$14,99070,462 mi

Market: $6,900 – $13,156

Comparison: 17 similar vehicles

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

Carmel Hamlet, NY

2011 GMC Sierra 2500HD SLT

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

2011 GMC Sierra 2500HD SLT

Carmel Hamlet, NY

UnscoredInsufficient · 0
$14,995300,000 mi

Carmel Hamlet, NY

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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