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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

7,661 listings found

2005 Volvo S40 T5

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

2005 Volvo S40 T5

Naperville, IL

UnscoredInsufficient · 0
$2,650107,895 mi

Naperville, IL

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Naperville, IL

Unscored
$2,750220,519 mi

Comparison: 8 similar vehicles

Naperville, IL

2009 Chrysler PT Cruiser Base

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

2009 Chrysler PT Cruiser Base

Naperville, IL

UnscoredInsufficient · 3
$2,850113,845 mi

Comparison: 3 similar vehicles

Naperville, IL

2011 Mitsubishi Lancer ES

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

2011 Mitsubishi Lancer ES

Naperville, IL

UnscoredInsufficient · 4
$2,950165,267 mi

Comparison: 4 similar vehicles

Naperville, IL

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Naperville, IL

UnscoredInsufficient · 4
$2,950132,105 mi

Comparison: 4 similar vehicles

Naperville, IL

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Naperville, IL

UnscoredInsufficient · 0
$2,950161,166 mi

Naperville, IL

2001 Lincoln Continental Base

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

2001 Lincoln Continental Base

Naperville, IL

UnscoredInsufficient · 0
$2,950167,125 mi

Naperville, IL

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Naperville, IL

UnscoredInsufficient · 3
$2,990221,078 mi

Comparison: 3 similar vehicles

Naperville, IL

2005 Lexus ES 330

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

2005 Lexus ES 330

Naperville, IL

Unscored
$2,990231,079 mi

Comparison: 5 similar vehicles

Naperville, IL

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Naperville, IL

Unscored
$2,999221,354 mi

Comparison: 15 similar vehicles

Naperville, IL

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Naperville, IL

Unscored
$3,250154,665 mi

Comparison: 13 similar vehicles

Naperville, IL

2008 Volkswagen Passat Lux

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

2008 Volkswagen Passat Lux

Naperville, IL

UnscoredInsufficient · 0
$3,250142,087 mi

Naperville, IL

1997 Ford Taurus GL

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

1997 Ford Taurus GL

Naperville, IL

UnscoredInsufficient · 0
$3,43881,661 mi

Naperville, IL

2010 Subaru Impreza Outback Sport

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

2010 Subaru Impreza Outback Sport

Naperville, IL

UnscoredInsufficient · 0
$3,450153,439 mi

Naperville, IL

2006 Scion xB Base

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

2006 Scion xB Base

Naperville, IL

UnscoredInsufficient · 3
$3,450174,480 mi

Comparison: 3 similar vehicles

Naperville, IL

2004 Volkswagen Passat GLX

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

2004 Volkswagen Passat GLX

Naperville, IL

UnscoredInsufficient · 0
$3,45094,000 mi

Naperville, IL

2008 INFINITI FX 35

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

2008 INFINITI FX 35

Naperville, IL

UnscoredInsufficient · 3
$3,460207,920 mi

Comparison: 3 similar vehicles

Naperville, IL

2008 Scion xD Base

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

2008 Scion xD Base

Naperville, IL

UnscoredInsufficient · 0
$3,490179,949 mi

Naperville, IL

2006 BMW 3 Series 325xi

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

2006 BMW 3 Series 325xi

Naperville, IL

UnscoredInsufficient · 0
$3,499173,823 mi

Naperville, IL

2008 Scion tC Base

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

2008 Scion tC Base

Naperville, IL

UnscoredInsufficient · 3
$3,500195,213 mi

Comparison: 3 similar vehicles

Naperville, IL

2011 Nissan Sentra SL

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

2011 Nissan Sentra SL

Naperville, IL

Unscored
$3,799143,035 mi

Comparison: 9 similar vehicles

Naperville, IL

2010 Volkswagen Tiguan SE

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

2010 Volkswagen Tiguan SE

Naperville, IL

UnscoredInsufficient · 0
$3,850122,153 mi

Naperville, IL

2003 Audi A6 Base

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

2003 Audi A6 Base

Naperville, IL

UnscoredInsufficient · 0
$3,939146,228 mi

Naperville, IL

2007 Chrysler Aspen Limited

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

2007 Chrysler Aspen Limited

Naperville, IL

Salvage title
$3,950143,985 mi

Naperville, IL

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Naperville, IL

Unscored
$3,990207,564 mi

Comparison: 5 similar vehicles

Naperville, IL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Naperville, IL

Unscored
$3,990194,891 mi

Comparison: 26 similar vehicles

Naperville, IL

2009 Hyundai Elantra SE

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

2009 Hyundai Elantra SE

Naperville, IL

Unscored
$3,990180,974 mi

Comparison: 5 similar vehicles

Naperville, IL

2008 Toyota Avalon XL

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

2008 Toyota Avalon XL

Naperville, IL

UnscoredInsufficient · 0
$3,990190,435 mi

Naperville, IL

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Naperville, IL

Unscored
$3,990217,340 mi

Comparison: 7 similar vehicles

Naperville, IL

2008 Nissan Quest S

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

2008 Nissan Quest S

Naperville, IL

UnscoredInsufficient · 0
$3,990111,652 mi

Naperville, IL

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Naperville, IL

Unscored
$3,999166,638 mi

Comparison: 14 similar vehicles

Naperville, IL

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Naperville, IL

Unscored
$3,999176,484 mi

Comparison: 15 similar vehicles

Naperville, IL

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Naperville, IL

UnscoredInsufficient · 4
$4,250139,499 mi

Comparison: 4 similar vehicles

Naperville, IL

2010 Mercedes-Benz C-Class C300 Luxury

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

2010 Mercedes-Benz C-Class C300 Luxury

Naperville, IL

UnscoredInsufficient · 4
$4,350149,526 mi

Comparison: 4 similar vehicles

Naperville, IL

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Naperville, IL

Unscored
$4,438184,667 mi

Comparison: 13 similar vehicles

Naperville, IL

2008 Cadillac DTS 1SE

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

2008 Cadillac DTS 1SE

Naperville, IL

UnscoredInsufficient · 0
$4,450103,613 mi

Naperville, IL

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Naperville, IL

Unscored
$4,490180,088 mi

Comparison: 13 similar vehicles

Naperville, IL

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Naperville, IL

UnscoredInsufficient · 4
$4,490131,364 mi

Comparison: 4 similar vehicles

Naperville, IL

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

Naperville, IL

Unscored
$4,600193,689 mi

Comparison: 15 similar vehicles

Naperville, IL

2008 Mercedes-Benz GL-Class GL550

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

2008 Mercedes-Benz GL-Class GL550

Naperville, IL

UnscoredInsufficient · 0
$4,620174,852 mi

Naperville, IL

2015 Nissan Versa Note SR

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

2015 Nissan Versa Note SR

Naperville, IL

UnscoredInsufficient · 0
$4,65090,652 mi

Naperville, IL

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Naperville, IL

Unscored
$4,650151,600 mi

Comparison: 12 similar vehicles

Naperville, IL

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Naperville, IL

UnscoredInsufficient · 3
$4,700168,151 mi

Comparison: 3 similar vehicles

Naperville, IL

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Naperville, IL

UnscoredInsufficient · 0
$4,939225,931 mi

Naperville, IL

2007 Mercury Grand Marquis LS

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

2007 Mercury Grand Marquis LS

Naperville, IL

UnscoredInsufficient · 0
$4,95092,944 mi

Naperville, IL

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

Naperville, IL

Unscored
$4,950156,922 mi

Comparison: 5 similar vehicles

Naperville, IL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Naperville, IL

Unscored
$4,990178,702 mi

Comparison: 32 similar vehicles

Naperville, IL

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Naperville, IL

Unscored
$4,990186,613 mi

Comparison: 12 similar vehicles

Naperville, IL

2010 Nissan Maxima SV

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

2010 Nissan Maxima SV

Naperville, IL

UnscoredInsufficient · 0
$4,990228,686 mi

Naperville, IL

2010 Lexus RX 350

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

2010 Lexus RX 350

Naperville, IL

Unscored
$4,990246,786 mi

Comparison: 14 similar vehicles

Naperville, IL

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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