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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

2,430 listings found

2000 Chevrolet Monte Carlo LS

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

2000 Chevrolet Monte Carlo LS

Island Park, NY

UnscoredInsufficient · 0
$2,80081,619 mi

Island Park, NY

2005 Scion tC Base

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

2005 Scion tC Base

Island Park, NY

UnscoredInsufficient · 0
$3,450221,973 mi

Island Park, NY

2010 Nissan Altima S

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

2010 Nissan Altima S

Staten Island, NY

UnscoredModerate · 24
$3,900121,029 mi

Comparison: 24 similar vehicles

Staten Island, NY

2002 Ford Mustang Standard

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

2002 Ford Mustang Standard

Lockport, NY

UnscoredInsufficient · 0
$4,200146,000 mi

Lockport, NY

2000 Chevrolet Monte Carlo LS

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

2000 Chevrolet Monte Carlo LS

Mount Sinai, NY

UnscoredInsufficient · 0
$4,444121,856 mi

Mount Sinai, NY

2013 Hyundai Elantra Coupe SE

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

2013 Hyundai Elantra Coupe SE

Carmel Hamlet, NY

UnscoredInsufficient · 3
$4,495149,043 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Elmont, NY

UnscoredLimited · 10
$4,495134,788 mi

Comparison: 10 similar vehicles

Elmont, NY

2013 Honda Civic LX

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

2013 Honda Civic LX

Elmhurst, NY

UnscoredRobust · 65
$4,990132,870 mi

Comparison: 65 similar vehicles

Elmhurst, NY

2004 Dodge Stratus SXT

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

2004 Dodge Stratus SXT

Webster, NY

UnscoredInsufficient · 0
$4,993171,056 mi

Webster, NY

2013 Hyundai Genesis Coupe Base

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

2013 Hyundai Genesis Coupe Base

New Windsor, NY

UnscoredInsufficient · 0
$4,995158,883 mi

New Windsor, NY

2011 Nissan Altima S

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

2011 Nissan Altima S

Bronx, NY

UnscoredLimited · 10
$4,995194,189 mi

Comparison: 10 similar vehicles

Bronx, NY

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Inwood, NY

UnscoredLimited · 9
$4,995163,105 mi

Comparison: 9 similar vehicles

Inwood, NY

2002 Pontiac Grand Prix GT

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

2002 Pontiac Grand Prix GT

Almond, NY

UnscoredInsufficient · 0
$4,995174,995 mi

Almond, NY

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Newark, NY

UnscoredInsufficient · 0
$4,995104,655 mi

Newark, NY

1997 Honda Civic DX

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

1997 Honda Civic DX

East Meadow, NY

UnscoredInsufficient · 0
$4,995113,000 mi

East Meadow, 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

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Yonkers, NY

UnscoredInsufficient · 0
$4,999131,454 mi

Yonkers, NY

2006 Chrysler Crossfire Limited

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

2006 Chrysler Crossfire Limited

Nelliston, NY

UnscoredInsufficient · 0
$5,500125,524 mi

Nelliston, NY

2007 Honda Civic LX

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

2007 Honda Civic LX

Troy, NY

UnscoredModerate · 24
$5,950170,750 mi

Comparison: 24 similar vehicles

Troy, NY

2008 Audi TT Base

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

2008 Audi TT Base

Webster, NY

UnscoredInsufficient · 0
$5,995141,290 mi

Webster, NY

2004 Honda Accord EX

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

2004 Honda Accord EX

Yonkers, NY

UnscoredLimited · 6
$5,995171,230 mi

Comparison: 6 similar vehicles

Yonkers, 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 · 3
$5,995155,418 mi

Comparison: 3 similar vehicles

Corning, NY

1999 Toyota Camry Solara SLE

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

1999 Toyota Camry Solara SLE

Binghamton, NY

UnscoredInsufficient · 0
$5,995155,882 mi

Binghamton, NY

2008 BMW 1 Series 128i

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

2008 BMW 1 Series 128i

Spencerport, NY

UnscoredInsufficient · 0
$5,999108,104 mi

Spencerport, NY

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Island Park, NY

UnscoredInsufficient · 0
$6,40051,017 mi

Island Park, NY

2014 MINI Cooper S

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

2014 MINI Cooper S

Brooklyn, NY

UnscoredInsufficient · 4
$6,450208,510 mi

Comparison: 4 similar vehicles

Brooklyn, NY

2005 Toyota Camry Solara Sport

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

2005 Toyota Camry Solara Sport

Hicksville, NY

UnscoredInsufficient · 0
$6,45078,438 mi

Hicksville, NY

2008 Honda Civic LX

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

2008 Honda Civic LX

Yonkers, NY

UnscoredLimited · 11
$6,500161,810 mi

Comparison: 11 similar vehicles

Yonkers, NY

2006 Hyundai Tiburon GS

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

2006 Hyundai Tiburon GS

Lawrence, NY

UnscoredInsufficient · 0
$6,50063,320 mi

Lawrence, NY

2007 Scion tC Base

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

2007 Scion tC Base

Rensselaer, NY

UnscoredInsufficient · 0
$6,550118,000 mi

Rensselaer, NY

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Rochester, NY

UnscoredInsufficient · 0
$6,675121,854 mi

Rochester, NY

2014 BMW 2 Series 228i

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

2014 BMW 2 Series 228i

Suffern, NY

UnscoredInsufficient · 3
$6,888109,234 mi

Comparison: 3 similar vehicles

Suffern, NY

2003 Chevrolet Monte Carlo LS

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

2003 Chevrolet Monte Carlo LS

Gloversville, NY

UnscoredInsufficient · 0
$6,90072,753 mi

Gloversville, NY

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Troy, NY

UnscoredLimited · 5
$6,950159,750 mi

Comparison: 5 similar vehicles

Troy, NY

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Montgomery, NY

UnscoredLimited · 14
$6,995128,536 mi

Comparison: 14 similar vehicles

Montgomery, NY

2007 Mercedes-Benz CLK-Class CLK350

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

2007 Mercedes-Benz CLK-Class CLK350

Glenmont, NY

Fair PriceModerate · 22
$6,99589,972 mi

Market: $6,500 – $11,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Glenmont, NY

2014 Honda Civic LX

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

2014 Honda Civic LX

Akron, NY

UnscoredInsufficient · 3
$6,999137,600 mi

Comparison: 3 similar vehicles

Akron, NY

2011 Honda Accord LX-S

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

2011 Honda Accord LX-S

Rensselaer, NY

UnscoredInsufficient · 4
$6,999Mileage not verified

Comparison: 4 similar vehicles

Rensselaer, NY

2012 Scion tC Release Series 7.0

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

2012 Scion tC Release Series 7.0

Newburgh, NY

UnscoredInsufficient · 0
$7,000126,953 mi

Newburgh, NY

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

West Sand Lake, NY

UnscoredLimited · 11
$7,174123,200 mi

Comparison: 11 similar vehicles

West Sand Lake, NY

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Pawling, NY

Fair PriceLimited · 18
$7,178103,017 mi

Market: $3,000 – $16,294

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Pawling, NY

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Dannemora, NY

UnscoredInsufficient · 0
$7,495120,000 mi

Dannemora, NY

2004 Audi TT Base

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

2004 Audi TT Base

Nanuet, NY

UnscoredInsufficient · 0
$7,495121,772 mi

Nanuet, NY

2010 Honda Civic LX

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

2010 Honda Civic LX

West Babylon, NY

UnscoredLimited · 5
$7,500194,000 mi

Comparison: 5 similar vehicles

West Babylon, NY

2008 Hyundai Tiburon GT

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

2008 Hyundai Tiburon GT

Rochester, NY

UnscoredInsufficient · 0
$7,87176,657 mi

Rochester, NY

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Mount Sinai, NY

UnscoredModerate · 41
$7,888176,296 mi

Comparison: 41 similar vehicles

Mount Sinai, NY

2004 INFINITI G35 Sport Coupe Base

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

2004 INFINITI G35 Sport Coupe Base

Staten Island, NY

UnscoredInsufficient · 0
$7,900109,190 mi

Staten Island, NY

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

Syracuse, NY

UnscoredInsufficient · 0
$7,952124,289 mi

Syracuse, NY

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Middletown, NY

Fair PriceModerate · 28
$7,99593,832 mi

Market: $5,995 – $11,994

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 248 days listed (based on current market benchmarks)

Middletown, NY

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Rochester, NY

UnscoredInsufficient · 0
$7,995131,805 mi

Rochester, 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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