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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

575 listings found

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Horseheads, NY

UnscoredInsufficient · 4
$3,495278,369 mi

Comparison: 4 similar vehicles

Horseheads, NY

2016 Nissan Sentra SR

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

2016 Nissan Sentra SR

Belfast, NY

UnscoredInsufficient · 0
$4,795172,715 mi

Belfast, NY

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Almond, NY

UnscoredInsufficient · 0
$4,995149,618 mi

Almond, NY

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Corning, NY

UnscoredInsufficient · 0
$4,998113,000 mi

Corning, NY

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Springville, NY

Salvage title
$5,199110,658 mi

Springville, NY

2016 Kia Forte LX

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

2016 Kia Forte LX

Knoxville, PA

Fair PriceModerate · 24
$5,500114,215 mi

Market: $5,250 – $14,795

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Knoxville, PA

2003 Chevrolet Impala Base

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

2003 Chevrolet Impala Base

Mount Morris, NY

UnscoredInsufficient · 0
$5,90098,000 mi

Mount Morris, NY

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Canandaigua, NY

UnscoredInsufficient · 0
$5,99585,921 mi

Canandaigua, NY

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Canandaigua, NY

UnscoredLimited · 9
$6,495116,601 mi

Comparison: 9 similar vehicles

Canandaigua, NY

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Corning, NY

UnscoredModerate · 31
$6,495289,000 mi

Comparison: 31 similar vehicles

Corning, NY

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Canandaigua, NY

UnscoredInsufficient · 4
$6,99593,482 mi

Comparison: 4 similar vehicles

Canandaigua, NY

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Dansville, NY

UnscoredInsufficient · 4
$6,995137,000 mi

Comparison: 4 similar vehicles

Dansville, NY

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Montour Falls, NY

Fair PriceLimited · 15
$6,995110,000 mi

Market: $2,900 – $9,991

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 878 days listed (based on current market benchmarks)

Montour Falls, NY

2013 Toyota Camry LE Hybrid

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

2013 Toyota Camry LE Hybrid

Horseheads, NY

UnscoredInsufficient · 0
$7,300228,970 mi

Horseheads, NY

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Le Roy, NY

UnscoredInsufficient · 3
$7,495116,671 mi

Comparison: 3 similar vehicles

Le Roy, NY

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Corning, NY

Fair PriceModerate · 26
$7,495102,084 mi

Market: $1,300 – $9,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Corning, NY

2017 Subaru Impreza Sport

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

2017 Subaru Impreza Sport

Corning, NY

UnscoredLimited · 19
$7,500160,792 mi

Comparison: 19 similar vehicles

Corning, NY

2012 Buick LaCrosse Premium 1

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

2012 Buick LaCrosse Premium 1

Almond, NY

UnscoredInsufficient · 0
$7,689135,948 mi

Almond, NY

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Corning, NY

UnscoredModerate · 34
$7,900123,383 mi

Comparison: 34 similar vehicles

Corning, NY

2013 Cadillac XTS Premium Collection

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

2013 Cadillac XTS Premium Collection

Horseheads, NY

UnscoredInsufficient · 3
$7,900142,356 mi

Comparison: 3 similar vehicles

Horseheads, NY

2010 Toyota Camry Base

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

2010 Toyota Camry Base

Bath, NY

UnscoredInsufficient · 0
$7,950157,151 mi

Bath, NY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Corning, NY

Fair PriceModerate · 47
$7,99570,794 mi

Market: $1,900 – $12,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Corning, NY

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Montour Falls, NY

UnscoredInsufficient · 4
$7,99753,177 mi

Comparison: 4 similar vehicles

Montour Falls, NY

2009 Mercury Grand Marquis LS

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

2009 Mercury Grand Marquis LS

Corning, NY

UnscoredLimited · 5
$7,998133,700 mi

Comparison: 5 similar vehicles

Corning, NY

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Nelson, PA

UnscoredInsufficient · 0
$8,49591,570 mi

Nelson, PA

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Victor, NY

Fair PriceLimited · 12
$8,88894,350 mi

Market: $6,995 – $14,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Victor, NY

2015 Mitsubishi Lancer SE

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

2015 Mitsubishi Lancer SE

Corning, NY

UnscoredInsufficient · 0
$8,90098,468 mi

Corning, NY

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

Canandaigua, NY

Fair PriceModerate · 28
$8,995118,656 mi

Market: $7,950 – $18,485

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Canandaigua, NY

2017 Honda Accord Sport SE

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

2017 Honda Accord Sport SE

Hornell, NY

UnscoredModerate · 22
$8,995287,691 mi

Comparison: 22 similar vehicles

Hornell, NY

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Canandaigua, NY

UnscoredInsufficient · 3
$8,995126,382 mi

Comparison: 3 similar vehicles

Canandaigua, NY

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Corning, NY

UnscoredLimited · 12
$8,995112,294 mi

Comparison: 12 similar vehicles

Corning, NY

2015 Toyota Camry XLE

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

2015 Toyota Camry XLE

Horseheads, NY

UnscoredModerate · 36
$8,995159,970 mi

Comparison: 36 similar vehicles

Horseheads, NY

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Avon, NY

UnscoredInsufficient · 4
$8,99588,500 mi

Comparison: 4 similar vehicles

Avon, NY

2012 Toyota Corolla S

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

2012 Toyota Corolla S

Corning, NY

UnscoredLimited · 8
$8,995143,962 mi

Comparison: 8 similar vehicles

Corning, NY

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Corning, NY

Fair PriceModerate · 27
$8,995114,772 mi

Market: $4,999 – $12,795

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Corning, NY

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Corning, NY

UnscoredLimited · 16
$8,995144,808 mi

Comparison: 16 similar vehicles

Corning, NY

2020 Subaru Legacy Premium

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

2020 Subaru Legacy Premium

Wellsboro, PA

UnscoredLimited · 18
$9,245168,378 mi

Comparison: 18 similar vehicles

Wellsboro, PA

2016 Kia Forte EX

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

2016 Kia Forte EX

Canandaigua, NY

UnscoredInsufficient · 0
$9,32393,316 mi

Canandaigua, NY

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Le Roy, NY

Fair PriceLimited · 11
$9,499111,800 mi

Market: $7,995 – $13,478

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Le Roy, NY

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Knoxville, PA

UnscoredRobust · 147
$9,500175,050 mi

Comparison: 147 similar vehicles

Knoxville, PA

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Honeoye Falls, NY

UnscoredInsufficient · 0
$9,50068,187 mi

Honeoye Falls, NY

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Attica, NY

Fair PriceLimited · 17
$9,51277,145 mi

Market: $3,995 – $13,390

Comparison: 17 similar vehicles

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

Attica, NY

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Corning, NY

UnscoredModerate · 34
$9,900135,000 mi

Comparison: 34 similar vehicles

Corning, NY

2012 Acura TL Base

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

2012 Acura TL Base

Corning, NY

UnscoredLimited · 7
$9,995169,344 mi

Comparison: 7 similar vehicles

Corning, NY

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Corning, NY

UnscoredRobust · 98
$9,998137,689 mi

Comparison: 98 similar vehicles

Corning, NY

2020 Mitsubishi Mirage G4 LE

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

2020 Mitsubishi Mirage G4 LE

Elmira, NY

UnscoredInsufficient · 3
$9,99975,137 mi

Comparison: 3 similar vehicles

Elmira, NY

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Elmira, NY

Fair PriceModerate · 33
$9,999116,976 mi

Market: $5,995 – $14,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Elmira, NY

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Bath, NY

UnscoredLimited · 11
$10,250165,801 mi

Comparison: 11 similar vehicles

Bath, NY

2010 Toyota Camry XLE

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

2010 Toyota Camry XLE

Canandaigua, NY

UnscoredLimited · 6
$10,295133,121 mi

Comparison: 6 similar vehicles

Canandaigua, NY

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Lima, NY

UnscoredLimited · 5
$10,495143,113 mi

Comparison: 5 similar vehicles

Lima, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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