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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

4,528 listings found

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Danbury, CT

UnscoredInsufficient · 0
$2,799109,925 mi

Danbury, CT

2007 MINI Cooper Base

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

2007 MINI Cooper Base

Danbury, CT

Unscored
$2,990158,424 mi

Comparison: 7 similar vehicles

Danbury, CT

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Danbury, CT

Unscored
$2,999181,912 mi

Comparison: 15 similar vehicles

Danbury, CT

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Danbury, CT

Unscored
$3,49995,245 mi

Comparison: 26 similar vehicles

Danbury, CT

2009 Honda Civic LX

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

2009 Honda Civic LX

Danbury, CT

Unscored
$3,499165,317 mi

Comparison: 49 similar vehicles

Danbury, CT

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Danbury, CT

Unscored
$3,499176,373 mi

Comparison: 16 similar vehicles

Danbury, CT

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Danbury, CT

Unscored
$3,599168,885 mi

Comparison: 5 similar vehicles

Danbury, CT

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Danbury, CT

Unscored
$3,700148,000 mi

Comparison: 20 similar vehicles

Danbury, CT

2010 Honda Civic VP

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

2010 Honda Civic VP

Danbury, CT

Unscored
$3,799173,480 mi

Comparison: 11 similar vehicles

Danbury, CT

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Danbury, CT

Fair PriceModerate · 23
$3,99993,452 mi

Market: $2,650 – $12,552

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Danbury, CT

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Danbury, CT

Unscored
$4,250131,650 mi

Comparison: 34 similar vehicles

Danbury, CT

2007 INFINITI FX 35

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

2007 INFINITI FX 35

Danbury, CT

UnscoredInsufficient · 0
$4,290221,608 mi

Danbury, CT

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Danbury, CT

UnscoredInsufficient · 3
$4,399188,701 mi

Comparison: 3 similar vehicles

Danbury, CT

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Danbury, CT

Unscored
$4,49965,424 mi

Comparison: 53 similar vehicles

Danbury, CT

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Danbury, CT

Unscored
$4,500137,833 mi

Comparison: 16 similar vehicles

Danbury, CT

2016 Ford Escape SE

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

2016 Ford Escape SE

Danbury, CT

Unscored
$4,599156,088 mi

Comparison: 6 similar vehicles

Danbury, CT

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Danbury, CT

Unscored
$4,699131,531 mi

Comparison: 7 similar vehicles

Danbury, CT

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Danbury, CT

UnscoredInsufficient · 0
$4,699167,439 mi

Danbury, CT

2001 BMW 3 Series Base

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

2001 BMW 3 Series Base

Danbury, CT

Unscored
$4,895169,716 mi

Comparison: 10 similar vehicles

Danbury, CT

2000 Toyota Avalon XLS

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

2000 Toyota Avalon XLS

Danbury, CT

UnscoredInsufficient · 0
$4,899119,298 mi

Danbury, CT

2004 Audi Allroad quattro Base

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

2004 Audi Allroad quattro Base

Danbury, CT

UnscoredInsufficient · 0
$4,959163,794 mi

Danbury, CT

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Danbury, CT

Unscored
$4,99999,097 mi

Comparison: 7 similar vehicles

Danbury, CT

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Danbury, CT

Fair PriceModerate · 34
$4,999107,525 mi

Market: $2,100 – $6,900

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Danbury, CT

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Danbury, CT

UnscoredInsufficient · 3
$5,020196,307 mi

Comparison: 3 similar vehicles

Danbury, CT

2017 Kia Forte LX

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

2017 Kia Forte LX

Danbury, CT

Unscored
$5,190123,000 mi

Comparison: 74 similar vehicles

Danbury, CT

2011 Toyota Prius II

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

2011 Toyota Prius II

Danbury, CT

UnscoredInsufficient · 4
$5,499141,870 mi

Comparison: 4 similar vehicles

Danbury, CT

2007 Subaru Impreza

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

2007 Subaru Impreza

Danbury, CT

UnscoredInsufficient · 0
$5,49995,927 mi

Danbury, CT

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Danbury, CT

Unscored
$5,500170,883 mi

Comparison: 5 similar vehicles

Danbury, CT

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Danbury, CT

UnscoredInsufficient · 3
$5,59967,203 mi

Comparison: 3 similar vehicles

Danbury, CT

2014 Nissan Sentra S

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

2014 Nissan Sentra S

Danbury, CT

Fair PriceModerate · 30
$5,99995,124 mi

Market: $1,900 – $11,998

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Danbury, CT

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Danbury, CT

Fair PriceModerate · 32
$5,99999,043 mi

Market: $3,995 – $11,213

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Danbury, CT

2013 Isuzu NPR

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

2013 Isuzu NPR

Danbury, CT

UnscoredInsufficient · 0
$5,999200,964 mi

Danbury, CT

2013 Audi Q5 Premium Plus

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

2013 Audi Q5 Premium Plus

Danbury, CT

UnscoredInsufficient · 3
$6,190148,300 mi

Comparison: 3 similar vehicles

Danbury, CT

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Danbury, CT

UnscoredInsufficient · 3
$6,40486,808 mi

Comparison: 3 similar vehicles

Danbury, CT

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Danbury, CT

Fair PriceModerate · 35
$6,48896,943 mi

Market: $2,297 – $8,500

Comparison: 35 similar vehicles

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

Danbury, CT

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Danbury, CT

UnscoredInsufficient · 0
$6,60057,174 mi

Danbury, CT

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Danbury, CT

Unscored
$6,903123,236 mi

Comparison: 95 similar vehicles

Danbury, CT

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Danbury, CT

UnscoredInsufficient · 3
$6,932153,103 mi

Comparison: 3 similar vehicles

Danbury, CT

2007 Honda Civic EX

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

2007 Honda Civic EX

Danbury, CT

UnscoredInsufficient · 3
$6,99998,058 mi

Comparison: 3 similar vehicles

Danbury, CT

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

Danbury, CT

Fair PriceRobust · 77
$7,150100,974 mi

Market: $5,990 – $17,395

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Danbury, CT

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Danbury, CT

Unscored
$7,290120,067 mi

Comparison: 6 similar vehicles

Danbury, CT

2015 Nissan Altima S

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

2015 Nissan Altima S

Danbury, CT

UnscoredInsufficient · 3
$7,29092,523 mi

Comparison: 3 similar vehicles

Danbury, CT

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Danbury, CT

OverpricedModerate · 24
$7,488101,888 mi

Market: $2,800 – $4,999

Comparison: 24 similar vehicles

Priced ~50% above the typical market range for similar vehicles (based on current market benchmarks)

Danbury, CT

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Danbury, CT

Unscored
$7,599112,952 mi

Comparison: 8 similar vehicles

Danbury, CT

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

Danbury, CT

Unscored
$7,65094,433 mi

Comparison: 5 similar vehicles

Danbury, CT

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Danbury, CT

Unscored
$7,700133,805 mi

Comparison: 5 similar vehicles

Danbury, CT

2009 Honda Fit Base

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

2009 Honda Fit Base

Danbury, CT

Unscored
$7,888119,643 mi

Comparison: 6 similar vehicles

Danbury, CT

2012 Volkswagen GTI Base

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

2012 Volkswagen GTI Base

Danbury, CT

UnscoredInsufficient · 4
$7,900169,822 mi

Comparison: 4 similar vehicles

Danbury, CT

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Danbury, CT

Fair PriceModerate · 36
$7,90096,715 mi

Market: $3,995 – $13,590

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Danbury, CT

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Danbury, CT

UnscoredInsufficient · 0
$7,90058,043 mi

Danbury, CT

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 recently 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.
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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