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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

9,580 listings found

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Rome, NY

UnscoredInsufficient · 0
$3,850112,431 mi

Rome, NY

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

West Monroe, NY

UnscoredInsufficient · 0
$3,995123,452 mi

West Monroe, NY

1988 Cadillac Allante

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

1988 Cadillac Allante

Utica, NY

UnscoredInsufficient · 0
$4,200142,524 mi

Utica, NY

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Rome, NY

UnscoredInsufficient · 4
$4,35092,083 mi

Comparison: 4 similar vehicles

Rome, NY

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Rome, NY

UnscoredInsufficient · 0
$4,450154,400 mi

Rome, NY

No Photo

2012 Subaru Outback Limited

Utica, NY

Unscored
$4,800151,986 mi

Comparison: 30 similar vehicles

Utica, NY

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Rome, NY

Unscored
$4,850132,000 mi

Comparison: 20 similar vehicles

Rome, NY

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Utica, NY

Unscored
$4,995155,208 mi

Comparison: 14 similar vehicles

Utica, NY

2011 Kia Sportage LX

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

2011 Kia Sportage LX

West Monroe, NY

Great DealLimited · 14
$5,195106,946 mi

Market: $5,999 – $6,995

Comparison: 14 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 430 days listed (based on current market benchmarks)

West Monroe, NY

2014 Ford Focus SE

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

2014 Ford Focus SE

West Monroe, NY

Fair PriceModerate · 45
$5,295114,076 mi

Market: $2,500 – $9,900

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

West Monroe, NY

2010 Dodge Grand Caravan Crew

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

2010 Dodge Grand Caravan Crew

Rome, NY

UnscoredInsufficient · 0
$5,45082,234 mi

Rome, NY

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Alexandria Bay, NY

UnscoredInsufficient · 0
$5,450140,514 mi

Alexandria Bay, NY

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

West Monroe, NY

UnscoredInsufficient · 3
$5,495143,200 mi

Comparison: 3 similar vehicles

West Monroe, NY

2007 Pontiac G6 Base

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

2007 Pontiac G6 Base

West Monroe, NY

UnscoredInsufficient · 0
$5,495103,375 mi

West Monroe, NY

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Rome, NY

Unscored
$5,500120,667 mi

Comparison: 11 similar vehicles

Rome, NY

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Rome, NY

Unscored
$5,500185,000 mi

Comparison: 17 similar vehicles

Rome, NY

2008 GMC Envoy Denali

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

2008 GMC Envoy Denali

Rome, NY

UnscoredInsufficient · 0
$5,650206,515 mi

Rome, NY

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Alexandria Bay, NY

UnscoredInsufficient · 0
$5,650195,500 mi

Alexandria Bay, NY

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

West Monroe, NY

UnscoredInsufficient · 3
$5,795116,917 mi

Comparison: 3 similar vehicles

West Monroe, NY

2011 Jeep Liberty Limited

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

2011 Jeep Liberty Limited

Rome, NY

UnscoredInsufficient · 4
$5,850119,000 mi

Comparison: 4 similar vehicles

Rome, NY

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Constableville, NY

Unscored
$5,900145,686 mi

Comparison: 9 similar vehicles

Constableville, NY

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Constableville, NY

Unscored
$5,900184,187 mi

Comparison: 17 similar vehicles

Constableville, NY

2011 Nissan Murano S

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

2011 Nissan Murano S

Constableville, NY

UnscoredInsufficient · 0
$5,900145,270 mi

Constableville, NY

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Rome, NY

Fair PriceLimited · 19
$5,950118,000 mi

Market: $2,400 – $12,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 378 days listed (based on current market benchmarks)

Rome, NY

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Rome, NY

Fair PriceLimited · 17
$5,950110,250 mi

Market: $3,995 – $10,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Rome, NY

2010 Chevrolet Impala LTZ

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

2010 Chevrolet Impala LTZ

Rome, NY

UnscoredInsufficient · 0
$5,950137,000 mi

Rome, NY

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Rome, NY

Unscored
$5,990180,665 mi

Comparison: 7 similar vehicles

Rome, NY

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Rome, NY

Unscored
$5,990187,728 mi

Comparison: 28 similar vehicles

Rome, NY

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Rome, NY

UnscoredInsufficient · 3
$5,990122,019 mi

Comparison: 3 similar vehicles

Rome, NY

2004 Volkswagen New Beetle Turbo S

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

2004 Volkswagen New Beetle Turbo S

Rome, NY

UnscoredInsufficient · 0
$5,990110,809 mi

Rome, NY

2002 Ford Taurus SES

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

2002 Ford Taurus SES

Rome, NY

UnscoredInsufficient · 0
$5,99067,769 mi

Rome, NY

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Utica, NY

Unscored
$5,995151,531 mi

Comparison: 68 similar vehicles

Utica, NY

2016 Ford Escape SE

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

2016 Ford Escape SE

Utica, NY

Unscored
$5,995125,932 mi

Comparison: 9 similar vehicles

Utica, NY

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Glenfield, NY

UnscoredInsufficient · 0
$5,995207,010 mi

Glenfield, NY

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Felts Mills, NY

UnscoredInsufficient · 0
$5,995119,071 mi

Felts Mills, NY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Felts Mills, NY

Fair PriceModerate · 23
$5,995115,597 mi

Market: $5,995 – $11,590

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Felts Mills, NY

2015 Nissan Altima S

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

2015 Nissan Altima S

Felts Mills, NY

Unscored
$5,995151,669 mi

Comparison: 23 similar vehicles

Felts Mills, NY

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Boonville, NY

Unscored
$5,995142,562 mi

Comparison: 21 similar vehicles

Boonville, NY

2014 Ford Focus SE

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

2014 Ford Focus SE

Glenfield, NY

Unscored
$5,995123,229 mi

Comparison: 37 similar vehicles

Glenfield, NY

2013 Dodge Dart SE

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

2013 Dodge Dart SE

Utica, NY

UnscoredInsufficient · 0
$5,995112,437 mi

Utica, NY

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Boonville, NY

Unscored
$5,995186,478 mi

Comparison: 14 similar vehicles

Boonville, NY

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Boonville, NY

UnscoredInsufficient · 0
$5,995120,919 mi

Boonville, NY

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Boonville, NY

Unscored
$5,995152,568 mi

Comparison: 9 similar vehicles

Boonville, NY

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Yorkville, NY

Fair PriceModerate · 28
$5,995113,144 mi

Market: $3,000 – $11,990

Comparison: 28 similar vehicles

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

Yorkville, NY

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Marcy, NY

Unscored
$5,995110,439 mi

Comparison: 5 similar vehicles

Marcy, NY

2004 Hyundai Sonata Base

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

2004 Hyundai Sonata Base

Felts Mills, NY

UnscoredInsufficient · 0
$5,99552,699 mi

Felts Mills, NY

2013 Ford Focus SE

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

2013 Ford Focus SE

Watertown, NY

Unscored
$6,000112,023 mi

Comparison: 5 similar vehicles

Watertown, NY

2013 Kia Soul Base

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

2013 Kia Soul Base

Rome, NY

Unscored
$6,000139,840 mi

Comparison: 42 similar vehicles

Rome, NY

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Rome, NY

Unscored
$6,000193,429 mi

Comparison: 8 similar vehicles

Rome, NY

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Rome, NY

Unscored
$6,450128,701 mi

Comparison: 17 similar vehicles

Rome, 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 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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