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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

13,650 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

Genoa, IL

UnscoredInsufficient · 3
$1,900177,903 mi

Comparison: 3 similar vehicles

Genoa, IL

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Ottawa, IL

UnscoredInsufficient · 4
$2,800166,747 mi

Comparison: 4 similar vehicles

Ottawa, 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

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

UnscoredModerate · 27
$2,990221,078 mi

Comparison: 27 similar vehicles

Naperville, IL

2017 Ford Escape SE

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

2017 Ford Escape SE

Batavia, IL

UnscoredRobust · 68
$2,995227,772 mi

Comparison: 68 similar vehicles

Batavia, IL

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Marseilles, IL

UnscoredLimited · 16
$2,995Mileage not verified

Comparison: 16 similar vehicles

Marseilles, 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

UnscoredLimited · 15
$2,999221,354 mi

Comparison: 15 similar vehicles

Naperville, IL

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Rockford, IL

UnscoredRobust · 106
$3,000204,588 mi

Comparison: 106 similar vehicles

Rockford, IL

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Rockford, IL

UnscoredLimited · 11
$3,000187,846 mi

Comparison: 11 similar vehicles

Rockford, IL

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Rockford, IL

UnscoredLimited · 6
$3,000210,575 mi

Comparison: 6 similar vehicles

Rockford, IL

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Sycamore, IL

UnscoredLimited · 8
$3,360257,122 mi

Comparison: 8 similar vehicles

Sycamore, 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 Chevrolet Equinox LS

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

2008 Chevrolet Equinox LS

Plano, IL

UnscoredInsufficient · 3
$3,495175,000 mi

Comparison: 3 similar vehicles

Plano, IL

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Plano, IL

UnscoredLimited · 12
$3,495176,000 mi

Comparison: 12 similar vehicles

Plano, 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

2004 Nissan Armada SE

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

2004 Nissan Armada SE

Plainfield, IL

UnscoredInsufficient · 0
$3,880130,954 mi

Plainfield, 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

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Plainfield, IL

UnscoredInsufficient · 4
$3,969167,981 mi

Comparison: 4 similar vehicles

Plainfield, IL

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Channahon, IL

UnscoredInsufficient · 0
$3,975134,487 mi

Channahon, IL

2007 Ford Escape Hybrid

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

2007 Ford Escape Hybrid

Genoa, IL

UnscoredInsufficient · 0
$3,999197,097 mi

Genoa, IL

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Genoa, IL

UnscoredInsufficient · 4
$3,999157,244 mi

Comparison: 4 similar vehicles

Genoa, 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 · 3
$4,250139,499 mi

Comparison: 3 similar vehicles

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

UnscoredLimited · 5
$4,490207,564 mi

Comparison: 5 similar vehicles

Naperville, IL

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Coal City, IL

UnscoredLimited · 10
$4,493136,520 mi

Comparison: 10 similar vehicles

Coal City, IL

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Plano, IL

UnscoredLimited · 8
$4,495166,000 mi

Comparison: 8 similar vehicles

Plano, IL

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Sandwich, IL

UnscoredLimited · 8
$4,500145,647 mi

Comparison: 8 similar vehicles

Sandwich, IL

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Coal City, IL

UnscoredLimited · 7
$4,500175,540 mi

Comparison: 7 similar vehicles

Coal City, IL

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Kewanee, IL

UnscoredModerate · 48
$4,500165,578 mi

Comparison: 48 similar vehicles

Kewanee, IL

2007 GMC Envoy SLE

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

2007 GMC Envoy SLE

Kewanee, IL

UnscoredInsufficient · 0
$4,500215,000 mi

Kewanee, 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

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

UnscoredLimited · 12
$4,650151,600 mi

Comparison: 12 similar vehicles

Naperville, IL

2017 Ford Escape SE

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

2017 Ford Escape SE

Ottawa, IL

UnscoredLimited · 8
$4,709163,615 mi

Comparison: 8 similar vehicles

Ottawa, IL

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Batavia, IL

UnscoredLimited · 13
$4,800141,534 mi

Comparison: 13 similar vehicles

Batavia, IL

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Coal City, IL

UnscoredInsufficient · 3
$4,815180,052 mi

Comparison: 3 similar vehicles

Coal City, IL

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Rockford, IL

UnscoredLimited · 5
$4,900134,991 mi

Comparison: 5 similar vehicles

Rockford, IL

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Peru, IL

UnscoredLimited · 6
$4,913161,847 mi

Comparison: 6 similar vehicles

Peru, IL

2007 Chrysler Aspen Limited

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

2007 Chrysler Aspen Limited

Channahon, IL

UnscoredLimited · 7
$4,97593,756 mi

Comparison: 7 similar vehicles

Channahon, 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

UnscoredLimited · 5
$4,990186,613 mi

Comparison: 5 similar vehicles

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

UnscoredLimited · 13
$4,990246,786 mi

Comparison: 13 similar vehicles

Naperville, IL

2015 Porsche Macan S

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

2015 Porsche Macan S

Hampshire, IL

UnscoredLimited · 5
$4,995130,116 mi

Comparison: 5 similar vehicles

Hampshire, IL

2014 Chevrolet Tahoe Fleet

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

2014 Chevrolet Tahoe Fleet

Spring Valley, IL

UnscoredLimited · 7
$4,995157,000 mi

Comparison: 7 similar vehicles

Spring Valley, IL

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

Marseilles, IL

UnscoredModerate · 22
$4,995282,706 mi

Comparison: 22 similar vehicles

Marseilles, IL

2007 Acura RDX Base

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

2007 Acura RDX Base

Batavia, IL

UnscoredInsufficient · 3
$4,995148,281 mi

Comparison: 3 similar vehicles

Batavia, IL

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Naperville, IL

UnscoredInsufficient · 4
$4,998157,312 mi

Comparison: 4 similar vehicles

Naperville, IL

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Genoa, IL

UnscoredLimited · 5
$4,999246,455 mi

Comparison: 5 similar vehicles

Genoa, IL

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Yorkville, IL

Fair PriceLimited · 15
$5,39099,104 mi

Market: $1,994 – $11,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Yorkville, IL

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Naperville, IL

UnscoredLimited · 18
$5,490155,974 mi

Comparison: 18 similar vehicles

Naperville, IL

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Rockford, IL

UnscoredModerate · 23
$5,490188,617 mi

Comparison: 23 similar vehicles

Rockford, IL

2008 Acura MDX Base

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

2008 Acura MDX Base

Naperville, IL

UnscoredLimited · 5
$5,490146,114 mi

Comparison: 5 similar vehicles

Naperville, IL

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Aurora, IL

UnscoredLimited · 11
$5,495160,195 mi

Comparison: 11 similar vehicles

Aurora, 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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