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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 21, 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

5,814 listings found

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Mahomet, IL

UnscoredInsufficient · 0
$1,995225,966 mi

Mahomet, IL

2013 Nissan Pathfinder Platinum

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

2013 Nissan Pathfinder Platinum

Kankakee, IL

UnscoredLimited · 10
$2,995226,729 mi

Comparison: 10 similar vehicles

Kankakee, IL

2003 Lincoln Aviator Premium

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

2003 Lincoln Aviator Premium

Urbana, IL

UnscoredInsufficient · 0
$2,995148,136 mi

Urbana, IL

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Mahomet, IL

UnscoredLimited · 9
$2,999219,987 mi

Comparison: 9 similar vehicles

Mahomet, IL

2004 Lexus RX 330

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

2004 Lexus RX 330

Tilton, IL

UnscoredModerate · 22
$3,000189,352 mi

Comparison: 22 similar vehicles

Tilton, IL

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Bloomington, IL

UnscoredLimited · 9
$3,573327,410 mi

Comparison: 9 similar vehicles

Bloomington, IL

2012 Dodge Journey SE

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

2012 Dodge Journey SE

Attica, IN

UnscoredLimited · 9
$3,675182,035 mi

Comparison: 9 similar vehicles

Attica, IN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Savoy, IL

UnscoredModerate · 39
$3,687173,099 mi

Comparison: 39 similar vehicles

Savoy, IL

2009 Jeep Compass Sport

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

2009 Jeep Compass Sport

Bloomington, IL

UnscoredInsufficient · 0
$3,700133,213 mi

Bloomington, IL

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Bloomington, IL

UnscoredLimited · 5
$3,795173,078 mi

Comparison: 5 similar vehicles

Bloomington, IL

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Bloomington, IL

UnscoredInsufficient · 0
$3,900185,400 mi

Bloomington, IL

2015 Mitsubishi Outlander SE

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

2015 Mitsubishi Outlander SE

Bloomington, IL

UnscoredLimited · 5
$3,973185,770 mi

Comparison: 5 similar vehicles

Bloomington, IL

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Kankakee, IL

UnscoredLimited · 8
$3,995229,638 mi

Comparison: 8 similar vehicles

Kankakee, IL

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Kankakee, IL

UnscoredLimited · 8
$3,995225,272 mi

Comparison: 8 similar vehicles

Kankakee, IL

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Mahomet, IL

UnscoredLimited · 7
$3,995205,864 mi

Comparison: 7 similar vehicles

Mahomet, IL

2012 Honda Pilot LX

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

2012 Honda Pilot LX

Kankakee, IL

UnscoredLimited · 6
$3,995283,137 mi

Comparison: 6 similar vehicles

Kankakee, IL

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Kankakee, IL

UnscoredLimited · 15
$3,995200,610 mi

Comparison: 15 similar vehicles

Kankakee, IL

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

Tolono, IL

UnscoredLimited · 9
$3,995154,133 mi

Comparison: 9 similar vehicles

Tolono, IL

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Bradley, IL

UnscoredInsufficient · 4
$3,995169,238 mi

Comparison: 4 similar vehicles

Bradley, IL

2007 Mitsubishi Endeavor LS

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

2007 Mitsubishi Endeavor LS

Mahomet, IL

UnscoredInsufficient · 0
$4,399160,354 mi

Mahomet, IL

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Bloomington, IL

UnscoredLimited · 8
$4,487175,629 mi

Comparison: 8 similar vehicles

Bloomington, IL

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Kankakee, IL

UnscoredLimited · 9
$4,495136,126 mi

Comparison: 9 similar vehicles

Kankakee, IL

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Rantoul, IL

UnscoredLimited · 11
$4,495167,311 mi

Comparison: 11 similar vehicles

Rantoul, IL

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Westville, IL

UnscoredModerate · 29
$4,499258,187 mi

Comparison: 29 similar vehicles

Westville, IL

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Farmer City, IL

UnscoredRobust · 76
$4,565222,804 mi

Comparison: 76 similar vehicles

Farmer City, IL

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Bloomington, IL

UnscoredInsufficient · 3
$4,573132,115 mi

Comparison: 3 similar vehicles

Bloomington, IL

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Bloomington, IL

UnscoredRobust · 57
$4,586217,919 mi

Comparison: 57 similar vehicles

Bloomington, IL

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Bradley, IL

UnscoredInsufficient · 4
$4,595169,900 mi

Comparison: 4 similar vehicles

Bradley, IL

2012 Ford Edge SE

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

2012 Ford Edge SE

Bradley, IL

UnscoredLimited · 18
$4,799154,160 mi

Comparison: 18 similar vehicles

Bradley, IL

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Bloomington, IL

UnscoredLimited · 6
$4,800237,578 mi

Comparison: 6 similar vehicles

Bloomington, IL

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Rantoul, IL

UnscoredLimited · 6
$4,850179,106 mi

Comparison: 6 similar vehicles

Rantoul, IL

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

Bloomington, IL

UnscoredLimited · 6
$4,900164,521 mi

Comparison: 6 similar vehicles

Bloomington, IL

2009 Saturn VUE XE

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

2009 Saturn VUE XE

Kankakee, IL

UnscoredModerate · 22
$4,930124,690 mi

Comparison: 22 similar vehicles

Kankakee, IL

2017 Ford Escape SE

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

2017 Ford Escape SE

Bloomington, IL

Great DealModerate · 23
$4,973111,089 mi

Market: $7,462 – $12,495

Comparison: 23 similar vehicles

Competitively priced ~33% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Bloomington, IL

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Bloomington, IL

UnscoredLimited · 17
$4,973177,261 mi

Comparison: 17 similar vehicles

Bloomington, IL

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Bloomington, IL

UnscoredLimited · 10
$4,973162,269 mi

Comparison: 10 similar vehicles

Bloomington, IL

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Bloomington, IL

UnscoredLimited · 13
$4,973152,194 mi

Comparison: 13 similar vehicles

Bloomington, IL

2009 Nissan Armada LE

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

2009 Nissan Armada LE

Bloomington, IL

UnscoredInsufficient · 0
$4,973216,819 mi

Bloomington, IL

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Bloomington, IL

UnscoredLimited · 13
$4,986218,420 mi

Comparison: 13 similar vehicles

Bloomington, IL

2014 Ford Escape S

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

2014 Ford Escape S

Danville, IL

UnscoredModerate · 28
$4,990205,156 mi

Comparison: 28 similar vehicles

Danville, IL

2018 Nissan Pathfinder SL

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

2018 Nissan Pathfinder SL

Kankakee, IL

UnscoredModerate · 38
$4,995247,870 mi

Comparison: 38 similar vehicles

Kankakee, IL

2016 Nissan Pathfinder SL

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

2016 Nissan Pathfinder SL

Bloomington, IL

UnscoredInsufficient · 0
$4,995220,834 mi

Bloomington, IL

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Kankakee, IL

UnscoredInsufficient · 4
$4,995190,302 mi

Comparison: 4 similar vehicles

Kankakee, IL

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Kankakee, IL

UnscoredInsufficient · 3
$4,995217,259 mi

Comparison: 3 similar vehicles

Kankakee, IL

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Kankakee, IL

UnscoredLimited · 15
$4,995109,766 mi

Comparison: 15 similar vehicles

Kankakee, IL

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Kankakee, IL

UnscoredInsufficient · 4
$4,995241,053 mi

Comparison: 4 similar vehicles

Kankakee, IL

2011 Lincoln Navigator Base

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

2011 Lincoln Navigator Base

Urbana, IL

UnscoredInsufficient · 0
$4,995250,160 mi

Urbana, IL

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Kankakee, IL

UnscoredLimited · 6
$4,995211,198 mi

Comparison: 6 similar vehicles

Kankakee, IL

2010 Ford Flex Limited

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

2010 Ford Flex Limited

Urbana, IL

UnscoredLimited · 7
$4,995175,091 mi

Comparison: 7 similar vehicles

Urbana, IL

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Urbana, IL

UnscoredLimited · 18
$4,995185,285 mi

Comparison: 18 similar vehicles

Urbana, 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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