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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

838 listings found

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

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

2009 Chevrolet Impala SS

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

2009 Chevrolet Impala SS

Little Valley, NY

UnscoredInsufficient · 0
$5,299165,800 mi

Little Valley, 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

2015 Kia Optima LX

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

2015 Kia Optima LX

Hamburg, NY

UnscoredModerate · 30
$6,932132,661 mi

Comparison: 30 similar vehicles

Hamburg, NY

2011 Cadillac CTS Base

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

2011 Cadillac CTS Base

Hamburg, NY

UnscoredInsufficient · 4
$6,933133,852 mi

Comparison: 4 similar vehicles

Hamburg, NY

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Alden, NY

UnscoredLimited · 8
$6,995116,744 mi

Comparison: 8 similar vehicles

Alden, 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

2012 Mercedes-Benz E-Class E350 Sport

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

2012 Mercedes-Benz E-Class E350 Sport

Hamburg, NY

UnscoredLimited · 5
$7,474174,534 mi

Comparison: 5 similar vehicles

Hamburg, 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

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

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

2008 Honda Accord LX

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

2008 Honda Accord LX

Orchard Park, NY

UnscoredInsufficient · 4
$7,95196,325 mi

Comparison: 4 similar vehicles

Orchard Park, NY

2015 Volkswagen Passat S

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

2015 Volkswagen Passat S

Alden, NY

UnscoredLimited · 5
$7,97099,090 mi

Comparison: 5 similar vehicles

Alden, 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 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

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

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

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

2010 Honda Accord LX

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

2010 Honda Accord LX

Orchard Park, NY

UnscoredLimited · 9
$9,842100,557 mi

Comparison: 9 similar vehicles

Orchard Park, NY

2014 Cadillac CTS Sedan Luxury Collection

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

2014 Cadillac CTS Sedan Luxury Collection

Hamburg, NY

UnscoredLimited · 7
$9,932132,422 mi

Comparison: 7 similar vehicles

Hamburg, 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

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

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Olean, NY

Fair PriceModerate · 48
$10,90096,713 mi

Market: $7,995 – $16,395

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Olean, NY

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Orchard Park, NY

UnscoredInsufficient · 4
$10,984102,928 mi

Comparison: 4 similar vehicles

Orchard Park, NY

2020 Volkswagen Jetta SE

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

2020 Volkswagen Jetta SE

Nelson, PA

UnscoredRobust · 91
$10,995121,313 mi

Comparison: 91 similar vehicles

Nelson, PA

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Hornell, NY

Fair PriceModerate · 41
$10,99593,100 mi

Market: $8,700 – $13,795

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Hornell, NY

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Dansville, NY

Fair PriceLimited · 16
$10,995117,000 mi

Market: $5,995 – $14,981

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Dansville, NY

2015 Honda Civic LX

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

2015 Honda Civic LX

Hamburg, NY

UnscoredLimited · 5
$10,995117,000 mi

Comparison: 5 similar vehicles

Hamburg, NY

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Lima, NY

UnscoredModerate · 26
$10,995161,646 mi

Comparison: 26 similar vehicles

Lima, NY

2015 BMW 5 Series 535i

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

2015 BMW 5 Series 535i

Alden, NY

UnscoredInsufficient · 0
$11,170114,653 mi

Alden, NY

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Attica, NY

UnscoredModerate · 26
$11,17395,822 mi

Comparison: 26 similar vehicles

Attica, NY

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Orchard Park, NY

Fair PriceLimited · 15
$11,35088,001 mi

Market: $10,498 – $11,495

Comparison: 15 similar vehicles

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

Orchard Park, NY

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Lackawanna, NY

UnscoredInsufficient · 3
$11,449106,099 mi

Comparison: 3 similar vehicles

Lackawanna, NY

2017 Buick Regal Base

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

2017 Buick Regal Base

Orchard Park, NY

UnscoredInsufficient · 0
$11,50095,778 mi

Orchard Park, NY

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Batavia, NY

UnscoredLimited · 9
$11,82581,419 mi

Comparison: 9 similar vehicles

Batavia, NY

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Elma, NY

UnscoredInsufficient · 3
$11,93972,616 mi

Comparison: 3 similar vehicles

Elma, NY

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Olean, NY

UnscoredLimited · 5
$11,99595,503 mi

Comparison: 5 similar vehicles

Olean, NY

2016 Chrysler 300 Limited

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

2016 Chrysler 300 Limited

Le Roy, NY

UnscoredInsufficient · 0
$11,995119,045 mi

Le Roy, NY

2016 BMW 7 Series 750i

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

2016 BMW 7 Series 750i

Lima, NY

UnscoredInsufficient · 0
$11,995130,087 mi

Lima, NY

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Le Roy, NY

Fair PriceRobust · 50
$11,99984,700 mi

Market: $8,985 – $14,488

Comparison: 50 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

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Java Center, NY

OverpricedModerate · 28
$12,00084,914 mi

Market: $5,995 – $11,293

Comparison: 28 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Java Center, NY

2015 Chevrolet Impala Limited 1LZ

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

2015 Chevrolet Impala Limited 1LZ

Avon, NY

UnscoredInsufficient · 0
$12,15076,000 mi

Avon, NY

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Le Roy, NY

UnscoredInsufficient · 0
$12,42555,146 mi

Le Roy, NY

2015 Honda Civic LX

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

2015 Honda Civic LX

Elma, NY

Fair PriceModerate · 35
$12,54199,908 mi

Market: $7,995 – $15,990

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Elma, NY

2018 Volkswagen Jetta SE

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

2018 Volkswagen Jetta SE

Lackawanna, NY

UnscoredInsufficient · 0
$12,55688,644 mi

Lackawanna, NY

2017 Hyundai Elantra Value Edition

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

2017 Hyundai Elantra Value Edition

Springville, NY

Fair PriceModerate · 37
$12,82968,569 mi

Market: $9,300 – $12,998

Comparison: 37 similar vehicles

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

Springville, 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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