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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

253 listings found

2005 Ford Mustang Premium

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

2005 Ford Mustang Premium

Milton, VT

UnscoredInsufficient · 0
$4,950110,950 mi

Milton, VT

2015 Audi A5 Premium Plus

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

2015 Audi A5 Premium Plus

Williston, VT

UnscoredInsufficient · 0
$6,500141,683 mi

Williston, VT

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

2015 Audi A5 Premium Plus

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

2015 Audi A5 Premium Plus

Williston, VT

UnscoredInsufficient · 0
$7,900108,835 mi

Williston, VT

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Burlington, VT

UnscoredLimited · 5
$8,49587,126 mi

Comparison: 5 similar vehicles

Burlington, VT

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Saint Albans City, VT

Fair PriceModerate · 22
$10,44992,783 mi

Market: $5,200 – $16,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Saint Albans City, VT

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Burlington, VT

UnscoredInsufficient · 0
$12,65295,617 mi

Burlington, VT

2018 Honda Civic EX-T

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

2018 Honda Civic EX-T

South Burlington, VT

Fair PriceLimited · 10
$12,995118,728 mi

Market: $8,900 – $17,865

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

South Burlington, VT

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Milton, VT

Salvage title
$13,996121,327 mi

Milton, VT

2004 Nissan 350Z Touring

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

2004 Nissan 350Z Touring

Malone, NY

UnscoredInsufficient · 0
$14,80054,000 mi

Malone, NY

2013 Honda Accord LX-S

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

2013 Honda Accord LX-S

Burlington, VT

UnscoredInsufficient · 0
$15,42794,621 mi

Burlington, VT

2007 BMW Z4 3.0si

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

2007 BMW Z4 3.0si

Burlington, VT

UnscoredInsufficient · 0
$15,59598,086 mi

Burlington, VT

2016 Scion FR-S Base

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

2016 Scion FR-S Base

Burlington, VT

UnscoredInsufficient · 0
$15,66869,076 mi

Burlington, VT

2015 Honda Civic Si

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

2015 Honda Civic Si

Saint Albans City, VT

Salvage title
$15,875105,110 mi

Saint Albans City, VT

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

South Burlington, VT

UnscoredInsufficient · 3
$16,997128,566 mi

Comparison: 3 similar vehicles

South Burlington, VT

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Burlington, VT

UnscoredInsufficient · 0
$17,22474,000 mi

Burlington, VT

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Plattsburgh, NY

UnscoredInsufficient · 4
$17,32576,884 mi

Comparison: 4 similar vehicles

Plattsburgh, NY

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Saint Albans City, VT

UnscoredInsufficient · 0
$17,49572,927 mi

Saint Albans City, VT

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Burlington, VT

UnscoredInsufficient · 4
$17,74176,106 mi

Comparison: 4 similar vehicles

Burlington, VT

2011 Audi S5 Premium Plus

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

2011 Audi S5 Premium Plus

South Burlington, VT

UnscoredInsufficient · 0
$17,90079,897 mi

South Burlington, VT

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Williston, VT

UnscoredInsufficient · 0
$17,99919,283 mi

Williston, VT

2016 Ford Mustang V6

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

2016 Ford Mustang V6

South Burlington, VT

UnscoredInsufficient · 0
$18,07140,938 mi

South Burlington, VT

2014 INFINITI Q60 Coupe Base

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

2014 INFINITI Q60 Coupe Base

Burlington, VT

UnscoredLimited · 9
$18,65091,504 mi

Comparison: 9 similar vehicles

Burlington, VT

2013 Audi S5 Premium Plus

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

2013 Audi S5 Premium Plus

Burlington, VT

UnscoredLimited · 8
$18,90099,134 mi

Comparison: 8 similar vehicles

Burlington, VT

2017 Honda Civic LX

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

2017 Honda Civic LX

Burlington, VT

UnscoredInsufficient · 0
$19,25040,537 mi

Burlington, VT

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Burlington, VT

UnscoredInsufficient · 0
$19,50076,732 mi

Burlington, VT

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Burlington, VT

UnscoredInsufficient · 0
$19,99596,748 mi

Burlington, VT

2012 Audi TT Premium Plus

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

2012 Audi TT Premium Plus

Enosburg, VT

UnscoredInsufficient · 4
$20,39973,841 mi

Comparison: 4 similar vehicles

Enosburg, VT

2019 Honda Civic Si

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

2019 Honda Civic Si

Saint Albans City, VT

UnscoredInsufficient · 3
$20,49194,251 mi

Comparison: 3 similar vehicles

Saint Albans City, VT

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Saint Albans City, VT

UnscoredInsufficient · 3
$20,49758,052 mi

Comparison: 3 similar vehicles

Saint Albans City, VT

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Burlington, VT

UnscoredInsufficient · 0
$20,98743,246 mi

Burlington, VT

2014 Ford Mustang GT

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

2014 Ford Mustang GT

Saint Albans City, VT

Salvage title
$21,14279,529 mi

Saint Albans City, VT

2014 BMW 2 Series M235i

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

2014 BMW 2 Series M235i

Burlington, VT

UnscoredInsufficient · 0
$21,29570,732 mi

Burlington, VT

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Essex Junction, VT

UnscoredLimited · 7
$21,49539,612 mi

Comparison: 7 similar vehicles

Essex Junction, VT

2021 INFINITI Q60 Coupe LUXE

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

2021 INFINITI Q60 Coupe LUXE

Milton, VT

Salvage title
$21,99044,814 mi

Milton, VT

2018 Honda Civic Si

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

2018 Honda Civic Si

Burlington, VT

UnscoredInsufficient · 0
$23,38318,116 mi

Burlington, VT

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Burlington, VT

UnscoredInsufficient · 0
$23,97935,639 mi

Burlington, VT

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Saint Albans City, VT

UnscoredInsufficient · 0
$24,50031,309 mi

Saint Albans City, VT

2019 Subaru BRZ Limited

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

2019 Subaru BRZ Limited

Burlington, VT

UnscoredInsufficient · 0
$24,99938,528 mi

Burlington, VT

2016 Lexus RC 300

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

2016 Lexus RC 300

Burlington, VT

UnscoredInsufficient · 0
$25,99149,195 mi

Burlington, VT

2013 INFINITI G Coupe 37 Journey

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

2013 INFINITI G Coupe 37 Journey

Burlington, VT

UnscoredInsufficient · 0
$26,00039,821 mi

Burlington, VT

2013 INFINITI G Coupe IPL

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

2013 INFINITI G Coupe IPL

Burlington, VT

UnscoredInsufficient · 0
$26,50036,720 mi

Burlington, VT

2013 INFINITI G Coupe 37x

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

2013 INFINITI G Coupe 37x

Burlington, VT

UnscoredInsufficient · 0
$26,50033,817 mi

Burlington, VT

2013 INFINITI G Coupe 37 Sport

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

2013 INFINITI G Coupe 37 Sport

Burlington, VT

UnscoredInsufficient · 0
$26,80050,790 mi

Burlington, VT

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Burlington, VT

UnscoredInsufficient · 0
$26,98845,432 mi

Burlington, VT

2017 Ford Mustang GT Premium

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

2017 Ford Mustang GT Premium

Burlington, VT

UnscoredInsufficient · 0
$27,38332,284 mi

Burlington, VT

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Burlington, VT

UnscoredInsufficient · 0
$27,69470,994 mi

Burlington, VT

2019 Ford Mustang GT

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

2019 Ford Mustang GT

Saint Albans City, VT

Salvage title
$28,00061,920 mi

Saint Albans City, VT

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Burlington, VT

UnscoredLimited · 7
$28,39828,817 mi

Comparison: 7 similar vehicles

Burlington, VT

2025 Mazda MX-5 Miata RF Grand Touring

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

2025 Mazda MX-5 Miata RF Grand Touring

Essex Junction, VT

UnscoredInsufficient · 0
$28,99520,184 mi

Essex Junction, VT

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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