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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 6, 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

729 listings found

2004 Saturn ION 3

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

2004 Saturn ION 3

Geneva, NY

UnscoredInsufficient · 0
$3,99590,500 mi

Geneva, NY

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Geneva, NY

Unscored
$5,995150,240 mi

Comparison: 5 similar vehicles

Geneva, NY

2011 Nissan Versa S

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

2011 Nissan Versa S

Geneva, NY

Great DealLimited · 10
$5,995112,860 mi

Market: $7,998 – $8,488

Comparison: 10 similar vehicles

Competitively priced ~25% below the typical range compared to similar vehicles · 15 days listed (based on current market benchmarks)

Geneva, NY

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

Geneva, NY

UnscoredInsufficient · 0
$5,99581,003 mi

Geneva, NY

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Geneva, NY

UnscoredInsufficient · 0
$5,995121,868 mi

Geneva, NY

2013 Acura MDX Technology Package

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

2013 Acura MDX Technology Package

Geneva, NY

Unscored
$6,444159,000 mi

Comparison: 5 similar vehicles

Geneva, NY

2013 Mazda Mazda2 Sport

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

2013 Mazda Mazda2 Sport

Geneva, NY

UnscoredInsufficient · 0
$6,444137,975 mi

Geneva, NY

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Geneva, NY

UnscoredInsufficient · 0
$6,495108,426 mi

Geneva, NY

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Geneva, NY

UnscoredInsufficient · 0
$6,495130,100 mi

Geneva, NY

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Geneva, NY

Unscored
$6,995122,700 mi

Comparison: 11 similar vehicles

Geneva, NY

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Geneva, NY

UnscoredInsufficient · 0
$6,995119,489 mi

Geneva, NY

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Geneva, NY

UnscoredInsufficient · 0
$6,99589,500 mi

Geneva, NY

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Geneva, NY

UnscoredInsufficient · 3
$7,495113,992 mi

Comparison: 3 similar vehicles

Geneva, NY

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Geneva, NY

UnscoredInsufficient · 0
$7,49599,036 mi

Geneva, NY

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Geneva, NY

UnscoredInsufficient · 3
$7,495105,100 mi

Comparison: 3 similar vehicles

Geneva, NY

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Geneva, NY

Unscored
$7,995138,800 mi

Comparison: 8 similar vehicles

Geneva, NY

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Geneva, NY

Unscored
$7,995122,171 mi

Comparison: 10 similar vehicles

Geneva, NY

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Geneva, NY

UnscoredInsufficient · 0
$7,995113,237 mi

Geneva, NY

2003 Honda Element EX

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

2003 Honda Element EX

Geneva, NY

UnscoredInsufficient · 0
$8,795149,269 mi

Geneva, NY

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

Geneva, NY

Unscored
$8,995148,023 mi

Comparison: 13 similar vehicles

Geneva, NY

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Geneva, NY

Unscored
$8,995133,100 mi

Comparison: 8 similar vehicles

Geneva, NY

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Geneva, NY

UnscoredInsufficient · 0
$8,995149,422 mi

Geneva, NY

2011 Jeep Patriot Latitude X

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

2011 Jeep Patriot Latitude X

Geneva, NY

UnscoredInsufficient · 4
$9,29086,661 mi

Comparison: 4 similar vehicles

Geneva, NY

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Geneva, NY

Unscored
$9,54479,783 mi

Comparison: 5 similar vehicles

Geneva, NY

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Geneva, NY

UnscoredInsufficient · 0
$9,79057,365 mi

Geneva, NY

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Geneva, NY

Unscored
$9,995129,464 mi

Comparison: 17 similar vehicles

Geneva, NY

2018 RAM Promaster City Tradesman

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

2018 RAM Promaster City Tradesman

Geneva, NY

UnscoredInsufficient · 0
$9,995134,900 mi

Geneva, NY

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Geneva, NY

Fair PriceLimited · 17
$9,995113,114 mi

Market: $6,995 – $13,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Geneva, NY

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Geneva, NY

Unscored
$10,99572,664 mi

Comparison: 9 similar vehicles

Geneva, NY

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Geneva, NY

Fair PriceModerate · 47
$10,99592,600 mi

Market: $5,999 – $19,488

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Geneva, NY

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Geneva, NY

UnscoredInsufficient · 0
$10,995115,856 mi

Geneva, NY

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Geneva, NY

UnscoredInsufficient · 0
$11,495166,800 mi

Geneva, NY

2018 Volvo V60 Base

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

2018 Volvo V60 Base

Geneva, NY

Unscored
$11,995133,000 mi

Comparison: 6 similar vehicles

Geneva, NY

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Geneva, NY

UnscoredInsufficient · 4
$11,99578,922 mi

Comparison: 4 similar vehicles

Geneva, NY

2015 Volvo XC60 T6

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

2015 Volvo XC60 T6

Geneva, NY

UnscoredInsufficient · 0
$11,995108,628 mi

Geneva, NY

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Geneva, NY

UnscoredInsufficient · 0
$11,99598,471 mi

Geneva, NY

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Geneva, NY

UnscoredInsufficient · 3
$12,444160,439 mi

Comparison: 3 similar vehicles

Geneva, NY

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Geneva, NY

UnscoredInsufficient · 0
$12,97530,552 mi

Geneva, NY

2016 Volvo XC70 Premier

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

2016 Volvo XC70 Premier

Geneva, NY

UnscoredInsufficient · 3
$12,995127,140 mi

Comparison: 3 similar vehicles

Geneva, NY

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Geneva, NY

UnscoredInsufficient · 0
$13,59058,495 mi

Geneva, NY

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Geneva, NY

Unscored
$13,99591,778 mi

Comparison: 6 similar vehicles

Geneva, NY

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Geneva, NY

Unscored
$13,995101,886 mi

Comparison: 5 similar vehicles

Geneva, NY

2015 Volvo V60 Premier

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

2015 Volvo V60 Premier

Geneva, NY

UnscoredInsufficient · 0
$13,99560,583 mi

Geneva, NY

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Geneva, NY

Fair PriceLimited · 18
$13,995109,419 mi

Market: $6,295 – $19,485

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Geneva, NY

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Geneva, NY

Unscored
$14,146127,960 mi

Comparison: 24 similar vehicles

Geneva, NY

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Geneva, NY

Unscored
$14,590101,651 mi

Comparison: 8 similar vehicles

Geneva, NY

2019 Subaru Ascent Premium

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

2019 Subaru Ascent Premium

Geneva, NY

Fair PriceRobust · 67
$14,995109,522 mi

Market: $11,900 – $18,074

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Geneva, NY

2018 Audi Q7 Premium Plus

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

2018 Audi Q7 Premium Plus

Geneva, NY

Unscored
$14,995110,993 mi

Comparison: 5 similar vehicles

Geneva, NY

2018 Audi Q7 Premium Plus

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

2018 Audi Q7 Premium Plus

Geneva, NY

Unscored
$14,995103,954 mi

Comparison: 5 similar vehicles

Geneva, NY

2016 Volvo XC60 T6 Platinum

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

2016 Volvo XC60 T6 Platinum

Geneva, NY

UnscoredInsufficient · 0
$14,99593,878 mi

Geneva, NY

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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