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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 10, 2026

7.3M+

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

731 listings found

2008 Saturn Outlook XR

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

2008 Saturn Outlook XR

Lombard, IL

UnscoredInsufficient · 4
$3,792180,600 mi

Comparison: 4 similar vehicles

Lombard, IL

2007 Acura MDX Technology Package

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

2007 Acura MDX Technology Package

Lombard, IL

Salvage title
$4,392109,307 mi

Lombard, IL

2004 Ford F-350 SD Chassis Cab XL

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

2004 Ford F-350 SD Chassis Cab XL

Lombard, IL

UnscoredInsufficient · 0
$4,592235,615 mi

Lombard, IL

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Lombard, IL

Unscored
$4,892151,277 mi

Comparison: 17 similar vehicles

Lombard, IL

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

Lombard, IL

UnscoredInsufficient · 3
$4,89289,676 mi

Comparison: 3 similar vehicles

Lombard, IL

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Lombard, IL

Unscored
$4,999164,810 mi

Comparison: 18 similar vehicles

Lombard, IL

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Lombard, IL

Unscored
$4,999127,781 mi

Comparison: 8 similar vehicles

Lombard, IL

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Lombard, IL

Unscored
$4,999132,357 mi

Comparison: 7 similar vehicles

Lombard, IL

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Lombard, IL

Fair PriceLimited · 10
$5,499112,142 mi

Market: $5,500 – $11,990

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 49 days listed (based on current market benchmarks)

Lombard, IL

2017 Ford Taurus

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

2017 Ford Taurus

Lombard, IL

UnscoredInsufficient · 0
$5,99595,139 mi

Lombard, IL

2018 Nissan Sentra SR

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

2018 Nissan Sentra SR

Lombard, IL

Unscored
$5,999103,010 mi

Comparison: 5 similar vehicles

Lombard, IL

2010 Subaru Legacy I Limited

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

2010 Subaru Legacy I Limited

Lombard, IL

UnscoredInsufficient · 0
$6,192137,541 mi

Lombard, IL

2014 Ford Fusion S

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

2014 Ford Fusion S

Lombard, IL

UnscoredInsufficient · 3
$6,35099,664 mi

Comparison: 3 similar vehicles

Lombard, IL

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Lombard, IL

Unscored
$6,392138,524 mi

Comparison: 10 similar vehicles

Lombard, IL

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Lombard, IL

Unscored
$6,592128,897 mi

Comparison: 13 similar vehicles

Lombard, IL

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Lombard, IL

Great DealModerate · 24
$6,850116,998 mi

Market: $7,950 – $17,495

Comparison: 24 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 61 days listed (based on current market benchmarks)

Lombard, IL

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Lombard, IL

Fair PriceLimited · 19
$6,895119,001 mi

Market: $1,900 – $12,290

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Lombard, IL

2021 Chevrolet Spark 1LT

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

2021 Chevrolet Spark 1LT

Lombard, IL

Fair PriceModerate · 25
$6,999103,243 mi

Market: $7,388 – $16,640

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Lombard, IL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Lombard, IL

Fair PriceModerate · 36
$7,282118,582 mi

Market: $2,000 – $14,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Lombard, IL

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Lombard, IL

Unscored
$7,350111,917 mi

Comparison: 12 similar vehicles

Lombard, IL

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Lombard, IL

Unscored
$7,350109,989 mi

Comparison: 5 similar vehicles

Lombard, IL

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Lombard, IL

UnscoredInsufficient · 3
$7,392137,086 mi

Comparison: 3 similar vehicles

Lombard, IL

2009 Mercedes-Benz M-Class ML550

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

2009 Mercedes-Benz M-Class ML550

Lombard, IL

UnscoredInsufficient · 0
$7,392135,833 mi

Lombard, IL

2010 Toyota Prius I

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

2010 Toyota Prius I

Lombard, IL

UnscoredInsufficient · 3
$7,492143,466 mi

Comparison: 3 similar vehicles

Lombard, IL

2014 Chevrolet Malibu 3LT

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

2014 Chevrolet Malibu 3LT

Lombard, IL

UnscoredInsufficient · 0
$7,672110,097 mi

Lombard, IL

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Lombard, IL

Unscored
$7,71170,085 mi

Comparison: 5 similar vehicles

Lombard, IL

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Lombard, IL

Fair PriceLimited · 13
$7,85097,725 mi

Market: $3,950 – $9,400

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Lombard, IL

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Lombard, IL

Great DealLimited · 13
$7,850113,635 mi

Market: $9,500 – $14,990

Comparison: 13 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Lombard, IL

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Lombard, IL

UnscoredInsufficient · 4
$7,850112,852 mi

Comparison: 4 similar vehicles

Lombard, IL

2013 Honda Crosstour EX-L V6

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

2013 Honda Crosstour EX-L V6

Lombard, IL

Unscored
$7,995134,140 mi

Comparison: 9 similar vehicles

Lombard, IL

2009 Acura TL Technology Package

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

2009 Acura TL Technology Package

Lombard, IL

Unscored
$7,995135,617 mi

Comparison: 10 similar vehicles

Lombard, IL

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Lombard, IL

Great DealLimited · 12
$7,999112,025 mi

Market: $8,995 – $9,995

Comparison: 12 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Lombard, IL

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Lombard, IL

Unscored
$8,195121,196 mi

Comparison: 8 similar vehicles

Lombard, IL

2016 GMC Savana Cargo Work Van

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

2016 GMC Savana Cargo Work Van

Lombard, IL

Unscored
$8,400147,102 mi

Comparison: 8 similar vehicles

Lombard, IL

2019 Nissan Altima SL

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

2019 Nissan Altima SL

Lombard, IL

UnscoredInsufficient · 3
$8,592158,831 mi

Comparison: 3 similar vehicles

Lombard, IL

2011 Toyota Prius II

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

2011 Toyota Prius II

Lombard, IL

Fair PriceLimited · 10
$8,75097,259 mi

Market: $4,788 – $10,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Lombard, IL

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Lombard, IL

UnscoredInsufficient · 3
$8,792157,039 mi

Comparison: 3 similar vehicles

Lombard, IL

2021 Nissan Altima S

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

2021 Nissan Altima S

Lombard, IL

Unscored
$8,892173,544 mi

Comparison: 9 similar vehicles

Lombard, IL

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Lombard, IL

UnscoredInsufficient · 0
$8,992147,099 mi

Lombard, IL

2010 Toyota Camry XLE

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

2010 Toyota Camry XLE

Lombard, IL

UnscoredInsufficient · 3
$8,995108,630 mi

Comparison: 3 similar vehicles

Lombard, IL

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Lombard, IL

Unscored
$9,00088,778 mi

Comparison: 6 similar vehicles

Lombard, IL

2014 Acura ILX Premium

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

2014 Acura ILX Premium

Lombard, IL

UnscoredInsufficient · 0
$9,292148,066 mi

Lombard, IL

2010 Acura MDX Base

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

2010 Acura MDX Base

Lombard, IL

UnscoredInsufficient · 0
$9,29592,632 mi

Lombard, IL

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Lombard, IL

UnscoredInsufficient · 3
$9,392141,001 mi

Comparison: 3 similar vehicles

Lombard, IL

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Lombard, IL

Unscored
$9,392109,714 mi

Comparison: 5 similar vehicles

Lombard, IL

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Lombard, IL

Unscored
$9,400124,882 mi

Comparison: 7 similar vehicles

Lombard, IL

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Lombard, IL

Fair PriceLimited · 11
$9,49582,791 mi

Market: $8,795 – $13,795

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Lombard, IL

2014 Ford Focus ST

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

2014 Ford Focus ST

Lombard, IL

Unscored
$9,495120,241 mi

Comparison: 5 similar vehicles

Lombard, IL

2011 Hyundai Equus Signature

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

2011 Hyundai Equus Signature

Lombard, IL

UnscoredInsufficient · 0
$9,49594,025 mi

Lombard, IL

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Lombard, IL

Fair PriceModerate · 27
$9,59571,169 mi

Market: $2,300 – $15,189

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Lombard, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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