Skip to main content
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

260 listings found

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 · 22
$5,950170,750 mi

Comparison: 22 similar vehicles

Troy, NY

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Adams, MA

UnscoredInsufficient · 0
$6,299104,000 mi

Adams, MA

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

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

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 PriceLimited · 15
$6,99589,972 mi

Market: $6,500 – $11,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Glenmont, 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

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 · 10
$7,174123,200 mi

Comparison: 10 similar vehicles

West Sand Lake, NY

2012 Chevrolet Camaro 1LT

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

2012 Chevrolet Camaro 1LT

Pittsfield, MA

Great DealLimited · 15
$8,999100,950 mi

Market: $9,900 – $12,198

Comparison: 15 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 42 days listed (based on current market benchmarks)

Pittsfield, MA

1999 Cadillac Eldorado TOURING COUPE

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

1999 Cadillac Eldorado TOURING COUPE

Schenectady, NY

UnscoredInsufficient · 0
$9,17565,743 mi

Schenectady, NY

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Cohoes, NY

UnscoredInsufficient · 4
$9,998144,789 mi

Comparison: 4 similar vehicles

Cohoes, NY

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Round Lake, NY

UnscoredInsufficient · 0
$10,05192,934 mi

Round Lake, NY

2009 Audi A5 Base

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

2009 Audi A5 Base

Rensselaer, NY

UnscoredInsufficient · 0
$10,99989,900 mi

Rensselaer, NY

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Glens Falls, NY

UnscoredRobust · 71
$11,994133,834 mi

Comparison: 71 similar vehicles

Glens Falls, NY

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Latham, NY

Fair PriceModerate · 25
$12,750118,303 mi

Market: $9,999 – $18,990

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Latham, NY

2016 Honda Civic EX

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

2016 Honda Civic EX

Bennington, VT

UnscoredLimited · 8
$13,288107,368 mi

Comparison: 8 similar vehicles

Bennington, VT

2014 Honda Civic LX

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

2014 Honda Civic LX

Rensselaer, NY

UnscoredInsufficient · 4
$13,89997,646 mi

Comparison: 4 similar vehicles

Rensselaer, NY

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Schenectady, NY

UnscoredLimited · 5
$13,925106,160 mi

Comparison: 5 similar vehicles

Schenectady, NY

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Schenectady, NY

Fair PriceLimited · 14
$13,97586,054 mi

Market: $7,695 – $15,960

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Schenectady, NY

1998 Jaguar XK Series Base

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

1998 Jaguar XK Series Base

Albany, NY

UnscoredInsufficient · 0
$13,98836,422 mi

Albany, NY

2011 INFINITI G Coupe 37x

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

2011 INFINITI G Coupe 37x

Schenectady, NY

UnscoredInsufficient · 4
$13,99581,892 mi

Comparison: 4 similar vehicles

Schenectady, NY

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Albany, NY

UnscoredLimited · 5
$13,99891,055 mi

Comparison: 5 similar vehicles

Albany, NY

2014 Audi S5 Premium Plus

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

2014 Audi S5 Premium Plus

Rensselaer, NY

UnscoredLimited · 7
$14,000128,500 mi

Comparison: 7 similar vehicles

Rensselaer, NY

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Clifton Park, NY

Fair PriceLimited · 11
$15,50085,263 mi

Market: $14,594 – $18,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Clifton Park, NY

2018 Dodge Challenger SXT Plus

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

2018 Dodge Challenger SXT Plus

Gloversville, NY

UnscoredInsufficient · 0
$16,90080,171 mi

Gloversville, NY

2012 BMW 6 Series 640i

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

2012 BMW 6 Series 640i

Queensbury, NY

UnscoredInsufficient · 0
$16,90065,445 mi

Queensbury, NY

2017 INFINITI Q60 Coupe Sport

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

2017 INFINITI Q60 Coupe Sport

Albany, NY

UnscoredInsufficient · 0
$17,900110,780 mi

Albany, NY

No Photo

2009 Ford Mustang GT Premium

Albany, NY

UnscoredInsufficient · 0
$17,99559,623 mi

Albany, NY

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Bennington, VT

UnscoredInsufficient · 3
$17,99986,146 mi

Comparison: 3 similar vehicles

Bennington, VT

2014 Dodge Challenger R/T Classic

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

2014 Dodge Challenger R/T Classic

Albany, NY

UnscoredInsufficient · 0
$18,99598,053 mi

Albany, NY

2015 BMW 4 Series 435i

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

2015 BMW 4 Series 435i

Latham, NY

Fair PriceModerate · 21
$19,47599,097 mi

Market: $10,600 – $19,754

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Latham, NY

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Clifton Park, NY

Fair PriceLimited · 18
$19,90083,112 mi

Market: $15,995 – $22,100

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Clifton Park, NY

2017 BMW 4 Series 430i

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

2017 BMW 4 Series 430i

Mechanicville, NY

UnscoredInsufficient · 0
$19,99856,748 mi

Mechanicville, NY

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Ballston Spa, NY

UnscoredInsufficient · 3
$20,170Mileage not verified

Comparison: 3 similar vehicles

Ballston Spa, NY

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Glens Falls, NY

UnscoredInsufficient · 0
$20,17444,781 mi

Glens Falls, NY

2016 Audi TT Coupe Base

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

2016 Audi TT Coupe Base

Albany, NY

UnscoredInsufficient · 3
$20,99574,191 mi

Comparison: 3 similar vehicles

Albany, NY

2016 Audi TT Coupe Base

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

2016 Audi TT Coupe Base

Cohoes, NY

UnscoredInsufficient · 0
$20,995101,495 mi

Cohoes, NY

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

East Greenbush, NY

UnscoredInsufficient · 0
$21,75122,546 mi

East Greenbush, NY

2015 Lexus RC 350

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

2015 Lexus RC 350

Bennington, VT

Fair PriceLimited · 14
$21,923115,946 mi

Market: $14,999 – $34,890

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Bennington, VT

2015 Lexus RC 350

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

2015 Lexus RC 350

Amsterdam, NY

UnscoredInsufficient · 3
$21,940103,695 mi

Comparison: 3 similar vehicles

Amsterdam, NY

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Rensselaer, NY

Fair PriceModerate · 30
$21,99572,063 mi

Market: $13,298 – $30,895

Comparison: 30 similar vehicles

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

Rensselaer, NY

2007 Lotus Exige S

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

2007 Lotus Exige S

Saratoga Springs, NY

UnscoredInsufficient · 0
$23,000Mileage not verified

Saratoga Springs, NY

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Pittsfield, MA

UnscoredInsufficient · 0
$23,85649,949 mi

Pittsfield, MA

2001 Jaguar XK Series XKR Coupe

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

2001 Jaguar XK Series XKR Coupe

Saratoga Springs, NY

UnscoredInsufficient · 0
$23,99533,605 mi

Saratoga Springs, NY

2022 BMW 2 Series 230i

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

2022 BMW 2 Series 230i

Albany, NY

UnscoredInsufficient · 0
$24,49566,621 mi

Albany, NY

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Clifton Park, NY

UnscoredLimited · 8
$24,86157,771 mi

Comparison: 8 similar vehicles

Clifton Park, NY

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Schenectady, NY

UnscoredInsufficient · 0
$24,9253,745 mi

Schenectady, NY

2011 Dodge Challenger SRT8

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

2011 Dodge Challenger SRT8

North Adams, MA

UnscoredInsufficient · 0
$24,99993,000 mi

North Adams, MA

2005 BMW M Series M3

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

2005 BMW M Series M3

Troy, NY

UnscoredLimited · 5
$24,999160,000 mi

Comparison: 5 similar vehicles

Troy, NY

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.