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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

230 listings found

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

2002 Ford Mustang Premium

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

2002 Ford Mustang Premium

Ridgefield, CT

UnscoredInsufficient · 0
$4,900113,218 mi

Ridgefield, CT

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

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

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

New Milford, CT

Fair PriceLimited · 17
$6,950100,023 mi

Market: $3,100 – $16,395

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

New Milford, CT

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

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

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 · 19
$7,178103,017 mi

Market: $3,000 – $16,294

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Pawling, NY

2008 Honda Accord EX

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

2008 Honda Accord EX

New Milford, CT

Fair PriceLimited · 17
$7,500101,409 mi

Market: $4,999 – $8,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

New Milford, CT

2007 Chevrolet Cobalt LS

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

2007 Chevrolet Cobalt LS

Brookfield, CT

UnscoredInsufficient · 0
$7,99229,750 mi

Brookfield, CT

2015 Honda Civic LX

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

2015 Honda Civic LX

New Hampton, NY

UnscoredLimited · 11
$8,995138,955 mi

Comparison: 11 similar vehicles

New Hampton, NY

2012 MINI Cooper S

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

2012 MINI Cooper S

Briarcliff Manor, NY

Fair PriceLimited · 19
$9,17067,000 mi

Market: $2,700 – $13,345

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Briarcliff Manor, NY

2012 Honda Accord EX

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

2012 Honda Accord EX

Highland, NY

UnscoredLimited · 19
$9,799125,167 mi

Comparison: 19 similar vehicles

Highland, NY

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

New Milford, CT

UnscoredLimited · 9
$9,995188,042 mi

Comparison: 9 similar vehicles

New Milford, CT

2009 Mitsubishi Eclipse GT

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

2009 Mitsubishi Eclipse GT

Mongaup Valley, NY

UnscoredInsufficient · 0
$9,995154,902 mi

Mongaup Valley, NY

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Mahopac, NY

UnscoredInsufficient · 0
$10,495125,352 mi

Mahopac, NY

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Arlington, NY

UnscoredInsufficient · 4
$11,995117,726 mi

Comparison: 4 similar vehicles

Arlington, NY

2012 Honda Civic SI

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

2012 Honda Civic SI

Kerhonkson, NY

UnscoredLimited · 12
$12,000123,429 mi

Comparison: 12 similar vehicles

Kerhonkson, NY

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

New Windsor, NY

UnscoredModerate · 21
$13,995129,952 mi

Comparison: 21 similar vehicles

New Windsor, NY

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Pawling, NY

UnscoredInsufficient · 0
$14,17857,438 mi

Pawling, NY

2013 Honda Civic EX-L

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

2013 Honda Civic EX-L

Hudson, NY

Fair PriceLimited · 16
$14,45070,512 mi

Market: $5,850 – $15,419

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Hudson, NY

2016 Subaru BRZ Limited

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

2016 Subaru BRZ Limited

Fort Montgomery, NY

UnscoredInsufficient · 0
$14,59573,470 mi

Fort Montgomery, NY

2017 Honda Civic Si

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

2017 Honda Civic Si

Peekskill, NY

UnscoredInsufficient · 3
$15,200111,091 mi

Comparison: 3 similar vehicles

Peekskill, NY

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

New Hampton, NY

UnscoredInsufficient · 3
$15,90068,732 mi

Comparison: 3 similar vehicles

New Hampton, NY

2012 Chevrolet Camaro 1SS

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

2012 Chevrolet Camaro 1SS

Middletown, NY

UnscoredInsufficient · 4
$16,170126,713 mi

Comparison: 4 similar vehicles

Middletown, NY

2015 BMW 2 Series M235i

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

2015 BMW 2 Series M235i

Mahopac, NY

Fair PriceLimited · 10
$16,99988,218 mi

Market: $10,898 – $18,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Mahopac, NY

2018 Audi A5 Coupe Premium

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

2018 Audi A5 Coupe Premium

Pawling, NY

UnscoredInsufficient · 0
$17,17858,175 mi

Pawling, NY

2019 Honda Civic EX

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

2019 Honda Civic EX

Lake Katrine, NY

Fair PriceRobust · 151
$17,88890,703 mi

Market: $10,900 – $23,127

Comparison: 151 similar vehicles

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

Lake Katrine, NY

2016 Honda Accord EX-L

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

2016 Honda Accord EX-L

Mahopac, NY

UnscoredInsufficient · 0
$17,99535,473 mi

Mahopac, 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

New Hampton, NY

UnscoredInsufficient · 3
$18,05485,076 mi

Comparison: 3 similar vehicles

New Hampton, NY

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Torrington, CT

UnscoredInsufficient · 0
$18,95038,740 mi

Torrington, CT

2013 BMW 1 Series 135is

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

2013 BMW 1 Series 135is

Mahopac, NY

UnscoredLimited · 14
$19,995128,354 mi

Comparison: 14 similar vehicles

Mahopac, NY

2020 Subaru BRZ Limited

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

2020 Subaru BRZ Limited

New Milford, CT

UnscoredLimited · 9
$20,29570,591 mi

Comparison: 9 similar vehicles

New Milford, CT

2017 Dodge Challenger R/T

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

2017 Dodge Challenger R/T

New Milford, CT

UnscoredLimited · 7
$20,99579,623 mi

Comparison: 7 similar vehicles

New Milford, CT

2015 BMW 2 Series M235i

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

2015 BMW 2 Series M235i

Poughkeepsie, NY

UnscoredInsufficient · 0
$23,17052,001 mi

Poughkeepsie, NY

2011 Chevrolet Camaro 2SS

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

2011 Chevrolet Camaro 2SS

Pawling, NY

UnscoredInsufficient · 0
$23,67848,910 mi

Pawling, NY

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Pawling, NY

UnscoredInsufficient · 0
$24,17857,067 mi

Pawling, NY

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Millbrook, NY

UnscoredInsufficient · 3
$24,99957,562 mi

Comparison: 3 similar vehicles

Millbrook, NY

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Mount Kisco, NY

UnscoredLimited · 5
$25,98047,266 mi

Comparison: 5 similar vehicles

Mount Kisco, NY

2023 Chevrolet Camaro 1LS

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

2023 Chevrolet Camaro 1LS

Middletown, NY

UnscoredInsufficient · 0
$26,97525,913 mi

Middletown, NY

2017 Ford Mustang GT

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

2017 Ford Mustang GT

New Hampton, NY

UnscoredLimited · 5
$27,39163,389 mi

Comparison: 5 similar vehicles

New Hampton, NY

2020 Mercedes-Benz C-Class Coupe C300

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

2020 Mercedes-Benz C-Class Coupe C300

Millerton, NY

UnscoredInsufficient · 0
$27,99934,829 mi

Millerton, NY

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

New Hampton, NY

Great DealModerate · 29
$28,59321,049 mi

Market: $29,786 – $34,998

Comparison: 29 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

New Hampton, NY

2023 Nissan Z Sport

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

2023 Nissan Z Sport

Danbury, CT

UnscoredInsufficient · 0
$29,69955,487 mi

Danbury, CT

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Poughkeepsie, NY

Fair PriceLimited · 19
$29,82040,223 mi

Market: $27,998 – $44,258

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Poughkeepsie, NY

2014 Dodge Challenger SRT8

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

2014 Dodge Challenger SRT8

Goshen, NY

UnscoredInsufficient · 0
$29,97527,604 mi

Goshen, NY

2023 Mazda MX-5 Miata RF Grand Touring

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

2023 Mazda MX-5 Miata RF Grand Touring

Danbury, CT

UnscoredInsufficient · 4
$29,98717,925 mi

Comparison: 4 similar vehicles

Danbury, CT

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Pawling, NY

UnscoredLimited · 6
$30,00036,262 mi

Comparison: 6 similar vehicles

Pawling, NY

2025 Subaru BRZ Series.Purple

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

2025 Subaru BRZ Series.Purple

Middletown, NY

UnscoredInsufficient · 0
$30,16534,500 mi

Middletown, NY

2024 BMW 2 Series 230i

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

2024 BMW 2 Series 230i

Poughkeepsie, NY

UnscoredLimited · 5
$30,17043,448 mi

Comparison: 5 similar vehicles

Poughkeepsie, 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

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