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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

1,607 listings found

2003 Buick Century Custom

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

2003 Buick Century Custom

Colorado Springs, CO

UnscoredInsufficient · 0
$1,800259,000 mi

Colorado Springs, CO

2005 Volvo S40 2.4i

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

2005 Volvo S40 2.4i

Colorado Springs, CO

UnscoredInsufficient · 0
$2,400130,533 mi

Colorado Springs, CO

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Colorado Springs, CO

UnscoredInsufficient · 0
$2,450291,313 mi

Colorado Springs, CO

2005 Nissan Altima S

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

2005 Nissan Altima S

Colorado Springs, CO

UnscoredInsufficient · 0
$2,790181,851 mi

Colorado Springs, CO

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Colorado Springs, CO

UnscoredInsufficient · 0
$2,900191,015 mi

Colorado Springs, CO

2009 Pontiac G6

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

2009 Pontiac G6

Colorado Springs, CO

UnscoredInsufficient · 4
$2,900146,921 mi

Comparison: 4 similar vehicles

Colorado Springs, CO

2010 Volkswagen Jetta Limited Edition

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

2010 Volkswagen Jetta Limited Edition

Colorado Springs, CO

UnscoredInsufficient · 0
$2,977148,404 mi

Colorado Springs, CO

2015 Kia Rio LX

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

2015 Kia Rio LX

Colorado Springs, CO

UnscoredInsufficient · 0
$2,999193,393 mi

Colorado Springs, CO

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Colorado Springs, CO

UnscoredInsufficient · 0
$3,000151,024 mi

Colorado Springs, CO

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

Colorado Springs, CO

UnscoredInsufficient · 4
$3,000181,131 mi

Comparison: 4 similar vehicles

Colorado Springs, CO

2006 Subaru Impreza i

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

2006 Subaru Impreza i

Colorado Springs, CO

UnscoredInsufficient · 4
$3,100295,693 mi

Comparison: 4 similar vehicles

Colorado Springs, CO

2006 Subaru Impreza i

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

2006 Subaru Impreza i

Colorado Springs, CO

UnscoredInsufficient · 3
$3,105207,923 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Colorado Springs, CO

UnscoredInsufficient · 3
$3,300195,704 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2006 Honda Accord EX

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

2006 Honda Accord EX

Colorado Springs, CO

UnscoredInsufficient · 0
$3,450229,839 mi

Colorado Springs, CO

2004 Honda Accord LX

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

2004 Honda Accord LX

Colorado Springs, CO

UnscoredInsufficient · 0
$3,450Mileage not verified

Colorado Springs, CO

2010 Honda Civic LX

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

2010 Honda Civic LX

Peyton, CO

UnscoredInsufficient · 4
$3,495Mileage not verified

Comparison: 4 similar vehicles

Peyton, CO

2010 Ford Focus SE

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

2010 Ford Focus SE

Peyton, CO

UnscoredInsufficient · 0
$3,495Mileage not verified

Peyton, CO

2004 BMW 5 Series 525i

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

2004 BMW 5 Series 525i

Colorado Springs, CO

UnscoredInsufficient · 0
$3,500185,030 mi

Colorado Springs, CO

2000 Mercedes-Benz E-Class E320 4matic Sedan

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

2000 Mercedes-Benz E-Class E320 4matic Sedan

Colorado Springs, CO

Salvage title
$3,500160,770 mi

Colorado Springs, CO

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Colorado Springs, CO

Salvage title
$3,509153,313 mi

Colorado Springs, CO

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Pueblo, CO

UnscoredInsufficient · 4
$3,550188,300 mi

Comparison: 4 similar vehicles

Pueblo, CO

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Colorado Springs, CO

UnscoredInsufficient · 0
$3,695164,179 mi

Colorado Springs, CO

2016 Kia Rio LX

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

2016 Kia Rio LX

Colorado Springs, CO

UnscoredInsufficient · 0
$3,700220,000 mi

Colorado Springs, CO

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Colorado Springs, CO

UnscoredInsufficient · 0
$3,794Mileage not verified

Colorado Springs, CO

2013 Nissan Maxima S

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

2013 Nissan Maxima S

Colorado Springs, CO

UnscoredInsufficient · 0
$3,794173,893 mi

Colorado Springs, CO

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Colorado Springs, CO

UnscoredInsufficient · 0
$3,794153,250 mi

Colorado Springs, CO

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Colorado Springs, CO

UnscoredInsufficient · 0
$3,794159,071 mi

Colorado Springs, CO

1998 Honda Accord EX

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

1998 Honda Accord EX

Colorado Springs, CO

UnscoredInsufficient · 0
$3,794351,000 mi

Colorado Springs, CO

1998 Toyota Camry LE

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

1998 Toyota Camry LE

Colorado Springs, CO

UnscoredInsufficient · 0
$3,794351,000 mi

Colorado Springs, CO

2013 Ford Focus SE

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

2013 Ford Focus SE

Pueblo, CO

UnscoredLimited · 7
$3,900155,866 mi

Comparison: 7 similar vehicles

Pueblo, CO

2003 Buick LeSabre Limited

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

2003 Buick LeSabre Limited

Colorado Springs, CO

UnscoredInsufficient · 0
$3,900143,511 mi

Colorado Springs, CO

2014 Chrysler 200 Touring

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

2014 Chrysler 200 Touring

Colorado Springs, CO

Salvage title
$3,95083,511 mi

Colorado Springs, CO

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Colorado Springs, CO

Salvage title
$3,95083,649 mi

Colorado Springs, CO

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Colorado Springs, CO

UnscoredLimited · 6
$3,999181,436 mi

Comparison: 6 similar vehicles

Colorado Springs, CO

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Colorado Springs, CO

UnscoredInsufficient · 0
$3,999100,607 mi

Colorado Springs, CO

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Colorado Springs, CO

UnscoredInsufficient · 0
$4,200173,564 mi

Colorado Springs, CO

2008 Nissan Versa SL

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

2008 Nissan Versa SL

Pueblo, CO

UnscoredInsufficient · 0
$4,268138,289 mi

Pueblo, CO

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Colorado Springs, CO

Salvage title
$4,299117,846 mi

Colorado Springs, CO

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Pueblo, CO

UnscoredInsufficient · 4
$4,350195,874 mi

Comparison: 4 similar vehicles

Pueblo, CO

2015 Volkswagen Jetta TDI S

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

2015 Volkswagen Jetta TDI S

Pueblo, CO

UnscoredLimited · 10
$4,450211,593 mi

Comparison: 10 similar vehicles

Pueblo, CO

2013 Ford Focus SE

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

2013 Ford Focus SE

Pueblo, CO

UnscoredLimited · 7
$4,450108,578 mi

Comparison: 7 similar vehicles

Pueblo, CO

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Pueblo, CO

UnscoredLimited · 5
$4,450174,561 mi

Comparison: 5 similar vehicles

Pueblo, CO

2007 Volvo S60 2.5T

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

2007 Volvo S60 2.5T

Colorado Springs, CO

UnscoredInsufficient · 0
$4,450155,557 mi

Colorado Springs, CO

2004 Lexus ES 330

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

2004 Lexus ES 330

Colorado Springs, CO

UnscoredInsufficient · 0
$4,450151,073 mi

Colorado Springs, CO

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Pueblo, CO

UnscoredInsufficient · 0
$4,495208,618 mi

Pueblo, CO

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Pueblo, CO

UnscoredInsufficient · 3
$4,594255,796 mi

Comparison: 3 similar vehicles

Pueblo, CO

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Pueblo, CO

UnscoredInsufficient · 0
$4,650149,549 mi

Pueblo, CO

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Colorado Springs, CO

UnscoredInsufficient · 0
$4,700103,594 mi

Colorado Springs, CO

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Colorado Springs, CO

UnscoredInsufficient · 3
$4,700201,000 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Pueblo, CO

UnscoredInsufficient · 4
$4,750112,241 mi

Comparison: 4 similar vehicles

Pueblo, CO

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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