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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

19,627 listings found

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Penn Yan, NY

UnscoredLimited · 18
$3,000200,864 mi

Comparison: 18 similar vehicles

Penn Yan, NY

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

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Horseheads, NY

UnscoredInsufficient · 4
$3,495184,325 mi

Comparison: 4 similar vehicles

Horseheads, NY

2000 Dodge Durango SLT

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

2000 Dodge Durango SLT

Horseheads, NY

UnscoredInsufficient · 0
$3,495245,587 mi

Horseheads, NY

2008 Volkswagen Jetta S

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

2008 Volkswagen Jetta S

Johnson City, NY

UnscoredLimited · 7
$3,755191,000 mi

Comparison: 7 similar vehicles

Johnson City, NY

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Cortland, NY

UnscoredLimited · 9
$3,995199,666 mi

Comparison: 9 similar vehicles

Cortland, NY

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Binghamton, NY

UnscoredLimited · 19
$3,995163,147 mi

Comparison: 19 similar vehicles

Binghamton, NY

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Troy, PA

UnscoredLimited · 10
$3,995138,333 mi

Comparison: 10 similar vehicles

Troy, PA

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

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Johnson City, NY

UnscoredLimited · 6
$3,999205,000 mi

Comparison: 6 similar vehicles

Johnson City, NY

2015 Nissan Versa Sedan S

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

2015 Nissan Versa Sedan S

Owego, NY

UnscoredInsufficient · 0
$4,295123,000 mi

Owego, NY

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Norwich, NY

UnscoredLimited · 6
$4,350188,000 mi

Comparison: 6 similar vehicles

Norwich, NY

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Binghamton, NY

UnscoredInsufficient · 3
$4,40089,318 mi

Comparison: 3 similar vehicles

Binghamton, NY

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Maine, NY

UnscoredModerate · 43
$4,500195,977 mi

Comparison: 43 similar vehicles

Maine, NY

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Seneca Falls, NY

UnscoredInsufficient · 0
$4,500164,266 mi

Seneca Falls, NY

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Maine, NY

UnscoredInsufficient · 3
$4,500157,780 mi

Comparison: 3 similar vehicles

Maine, NY

2009 Toyota Matrix S

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

2009 Toyota Matrix S

Syracuse, NY

UnscoredLimited · 5
$4,500169,050 mi

Comparison: 5 similar vehicles

Syracuse, 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

Towanda, PA

UnscoredLimited · 9
$4,500141,523 mi

Comparison: 9 similar vehicles

Towanda, PA

2007 Chevrolet Impala SS

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

2007 Chevrolet Impala SS

Johnson City, NY

UnscoredInsufficient · 0
$4,599217,000 mi

Johnson City, NY

1997 Nissan Pathfinder XE

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

1997 Nissan Pathfinder XE

Horseheads, NY

UnscoredInsufficient · 0
$4,79593,246 mi

Horseheads, NY

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Binghamton, NY

UnscoredModerate · 29
$4,900141,236 mi

Comparison: 29 similar vehicles

Binghamton, NY

2010 Subaru Forester X

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

2010 Subaru Forester X

Johnson City, NY

UnscoredModerate · 35
$4,950195,278 mi

Comparison: 35 similar vehicles

Johnson City, NY

2012 Hyundai Veracruz GLS

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

2012 Hyundai Veracruz GLS

Hallstead, PA

UnscoredInsufficient · 0
$4,990169,428 mi

Hallstead, PA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Penn Yan, NY

Fair PriceModerate · 43
$4,995111,256 mi

Market: $3,977 – $13,790

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Penn Yan, NY

2015 Ford Escape SE

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

2015 Ford Escape SE

Seneca Falls, NY

UnscoredInsufficient · 4
$4,995171,295 mi

Comparison: 4 similar vehicles

Seneca Falls, NY

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Towanda, PA

UnscoredRobust · 81
$4,995125,500 mi

Comparison: 81 similar vehicles

Towanda, PA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Syracuse, NY

UnscoredInsufficient · 3
$4,995144,169 mi

Comparison: 3 similar vehicles

Syracuse, NY

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Binghamton, NY

UnscoredRobust · 85
$4,995149,800 mi

Comparison: 85 similar vehicles

Binghamton, NY

2011 Ford Econoline

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

2011 Ford Econoline

Cortland, NY

UnscoredInsufficient · 0
$4,995164,363 mi

Cortland, NY

2010 Ford Focus SE

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

2010 Ford Focus SE

Horseheads, NY

UnscoredLimited · 16
$4,995136,922 mi

Comparison: 16 similar vehicles

Horseheads, NY

2009 Toyota Matrix Base

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

2009 Toyota Matrix Base

Cortland, NY

UnscoredLimited · 8
$4,995172,000 mi

Comparison: 8 similar vehicles

Cortland, NY

1983 Saab 900

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

1983 Saab 900

Montour Falls, NY

UnscoredInsufficient · 0
$4,995Mileage not verified

Montour Falls, 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

2000 Chevrolet Monte Carlo SS

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

2000 Chevrolet Monte Carlo SS

Corning, NY

UnscoredInsufficient · 0
$4,998205,000 mi

Corning, NY

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Johnson City, NY

Fair PriceLimited · 14
$4,999114,816 mi

Market: $2,200 – $9,000

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 912 days listed (based on current market benchmarks)

Johnson City, NY

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Johnson City, NY

UnscoredModerate · 38
$4,999134,404 mi

Comparison: 38 similar vehicles

Johnson City, NY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Maine, NY

UnscoredLimited · 6
$5,000171,179 mi

Comparison: 6 similar vehicles

Maine, NY

2013 Ford Focus S

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

2013 Ford Focus S

Binghamton, NY

UnscoredInsufficient · 0
$5,450149,775 mi

Binghamton, NY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Binghamton, NY

UnscoredLimited · 9
$5,495183,009 mi

Comparison: 9 similar vehicles

Binghamton, NY

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Owego, NY

UnscoredLimited · 8
$5,49597,150 mi

Comparison: 8 similar vehicles

Owego, NY

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Owego, NY

UnscoredLimited · 15
$5,495129,858 mi

Comparison: 15 similar vehicles

Owego, NY

2003 Honda Civic EX

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

2003 Honda Civic EX

Corning, NY

UnscoredInsufficient · 4
$5,495155,418 mi

Comparison: 4 similar vehicles

Corning, NY

2010 Subaru Outback 3.6R Limited

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

2010 Subaru Outback 3.6R Limited

Syracuse, NY

UnscoredInsufficient · 0
$5,499138,027 mi

Syracuse, NY

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Johnson City, NY

UnscoredLimited · 12
$5,499239,513 mi

Comparison: 12 similar vehicles

Johnson City, NY

2008 MINI Cooper S

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

2008 MINI Cooper S

Endicott, NY

UnscoredLimited · 5
$5,50061,244 mi

Comparison: 5 similar vehicles

Endicott, NY

2004 Lexus RX 330

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

2004 Lexus RX 330

Johnson City, NY

UnscoredLimited · 15
$5,500167,000 mi

Comparison: 15 similar vehicles

Johnson City, NY

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Syracuse, NY

Fair PriceModerate · 25
$5,600114,351 mi

Market: $4,899 – $9,794

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Syracuse, NY

2003 Chevrolet Express G2500

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

2003 Chevrolet Express G2500

Norwich, NY

UnscoredInsufficient · 0
$5,600189,000 mi

Norwich, NY

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Norwich, NY

UnscoredInsufficient · 3
$5,65087,000 mi

Comparison: 3 similar vehicles

Norwich, NY

2010 Subaru Forester X

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

2010 Subaru Forester X

Binghamton, NY

UnscoredModerate · 35
$5,695141,440 mi

Comparison: 35 similar vehicles

Binghamton, 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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