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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

29,524 listings found

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Columbus, OH

UnscoredInsufficient · 3
$1,550Mileage not verified

Comparison: 3 similar vehicles

Columbus, OH

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Columbus, OH

UnscoredLimited · 12
$1,600Mileage not verified

Comparison: 12 similar vehicles

Columbus, OH

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Columbus, OH

UnscoredInsufficient · 3
$1,893183,867 mi

Comparison: 3 similar vehicles

Columbus, OH

2008 Nissan Xterra SE

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

2008 Nissan Xterra SE

Columbus, OH

UnscoredInsufficient · 0
$2,200208,865 mi

Columbus, OH

2006 Nissan Xterra Off Road

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

2006 Nissan Xterra Off Road

Malta, OH

UnscoredInsufficient · 0
$2,200249,445 mi

Malta, OH

2008 Acura RDX Base

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

2008 Acura RDX Base

Columbus, OH

UnscoredInsufficient · 4
$2,295218,036 mi

Comparison: 4 similar vehicles

Columbus, OH

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Columbus, OH

UnscoredInsufficient · 3
$2,392250,001 mi

Comparison: 3 similar vehicles

Columbus, OH

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Columbus, OH

UnscoredInsufficient · 4
$2,500166,471 mi

Comparison: 4 similar vehicles

Columbus, OH

2004 Subaru Forester X

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

2004 Subaru Forester X

Carroll, OH

UnscoredInsufficient · 0
$2,500246,295 mi

Carroll, OH

2013 Mitsubishi Outlander Sport ES

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

2013 Mitsubishi Outlander Sport ES

Grove City, OH

UnscoredInsufficient · 4
$2,600100,097 mi

Comparison: 4 similar vehicles

Grove City, OH

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Grove City, OH

UnscoredLimited · 6
$2,600101,779 mi

Comparison: 6 similar vehicles

Grove City, OH

2016 Buick Encore Sport Touring

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

2016 Buick Encore Sport Touring

New Lexington, OH

UnscoredLimited · 15
$2,700204,092 mi

Comparison: 15 similar vehicles

New Lexington, OH

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Grove City, OH

UnscoredInsufficient · 4
$2,800176,119 mi

Comparison: 4 similar vehicles

Grove City, OH

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Columbus, OH

UnscoredLimited · 10
$2,950228,741 mi

Comparison: 10 similar vehicles

Columbus, OH

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Columbus, OH

UnscoredLimited · 7
$2,990199,500 mi

Comparison: 7 similar vehicles

Columbus, OH

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Columbus, OH

UnscoredLimited · 19
$2,995168,058 mi

Comparison: 19 similar vehicles

Columbus, OH

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Mount Vernon, OH

UnscoredLimited · 5
$2,998197,015 mi

Comparison: 5 similar vehicles

Mount Vernon, OH

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Marion, OH

UnscoredLimited · 15
$2,999174,477 mi

Comparison: 15 similar vehicles

Marion, OH

2009 Saturn Outlook XE

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

2009 Saturn Outlook XE

Rockbridge, OH

UnscoredInsufficient · 0
$2,999267,420 mi

Rockbridge, OH

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Lancaster, OH

UnscoredModerate · 22
$3,000142,926 mi

Comparison: 22 similar vehicles

Lancaster, OH

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Lancaster, OH

UnscoredModerate · 23
$3,000149,206 mi

Comparison: 23 similar vehicles

Lancaster, OH

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Columbus, OH

UnscoredInsufficient · 3
$3,000260,587 mi

Comparison: 3 similar vehicles

Columbus, OH

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Grove City, OH

UnscoredModerate · 21
$3,100138,932 mi

Comparison: 21 similar vehicles

Grove City, OH

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Grove City, OH

Fair PriceLimited · 13
$3,10098,885 mi

Market: $1,943 – $8,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Grove City, OH

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Newark, OH

UnscoredLimited · 10
$3,190235,418 mi

Comparison: 10 similar vehicles

Newark, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Columbus, OH

UnscoredInsufficient · 3
$3,200211,025 mi

Comparison: 3 similar vehicles

Columbus, OH

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Newark, OH

UnscoredInsufficient · 4
$3,250122,751 mi

Comparison: 4 similar vehicles

Newark, OH

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Columbus, OH

UnscoredLimited · 12
$3,295206,810 mi

Comparison: 12 similar vehicles

Columbus, OH

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Columbus, OH

UnscoredInsufficient · 4
$3,320166,632 mi

Comparison: 4 similar vehicles

Columbus, OH

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Columbus, OH

UnscoredInsufficient · 4
$3,392148,710 mi

Comparison: 4 similar vehicles

Columbus, OH

2007 GMC Acadia SLT2

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

2007 GMC Acadia SLT2

Columbus, OH

UnscoredInsufficient · 0
$3,393247,122 mi

Columbus, OH

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Columbus, OH

UnscoredInsufficient · 3
$3,393159,001 mi

Comparison: 3 similar vehicles

Columbus, OH

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Grove City, OH

UnscoredModerate · 40
$3,400152,127 mi

Comparison: 40 similar vehicles

Grove City, OH

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Columbus, OH

UnscoredLimited · 7
$3,400143,306 mi

Comparison: 7 similar vehicles

Columbus, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Columbus, OH

UnscoredLimited · 14
$3,495147,256 mi

Comparison: 14 similar vehicles

Columbus, OH

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Grove City, OH

UnscoredLimited · 7
$3,495159,423 mi

Comparison: 7 similar vehicles

Grove City, OH

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Columbus, OH

UnscoredRobust · 58
$3,495156,521 mi

Comparison: 58 similar vehicles

Columbus, OH

2010 Ford Explorer Limited

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

2010 Ford Explorer Limited

Carroll, OH

UnscoredInsufficient · 0
$3,495208,360 mi

Carroll, OH

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

Westerville, OH

UnscoredModerate · 22
$3,495166,172 mi

Comparison: 22 similar vehicles

Westerville, OH

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Columbus, OH

UnscoredLimited · 19
$3,499187,742 mi

Comparison: 19 similar vehicles

Columbus, OH

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Newark, OH

UnscoredInsufficient · 3
$3,499180,583 mi

Comparison: 3 similar vehicles

Newark, OH

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Newark, OH

UnscoredModerate · 23
$3,499243,588 mi

Comparison: 23 similar vehicles

Newark, OH

2010 Acura MDX Technology & Entertainment Package

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

2010 Acura MDX Technology & Entertainment Package

Newark, OH

UnscoredInsufficient · 4
$3,499263,584 mi

Comparison: 4 similar vehicles

Newark, OH

2008 Ford Edge SE

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

2008 Ford Edge SE

Marion, OH

UnscoredLimited · 15
$3,499201,788 mi

Comparison: 15 similar vehicles

Marion, OH

No Photo

2007 Ford Explorer XLT

Marion, OH

UnscoredLimited · 5
$3,499173,758 mi

Comparison: 5 similar vehicles

Marion, OH

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

Columbus, OH

UnscoredInsufficient · 0
$3,499206,127 mi

Columbus, OH

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Lancaster, OH

UnscoredModerate · 21
$3,500146,042 mi

Comparison: 21 similar vehicles

Lancaster, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Mount Vernon, OH

UnscoredModerate · 43
$3,500171,084 mi

Comparison: 43 similar vehicles

Mount Vernon, OH

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Columbus, OH

UnscoredLimited · 17
$3,500147,921 mi

Comparison: 17 similar vehicles

Columbus, OH

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

Chillicothe, OH

UnscoredInsufficient · 0
$3,500188,707 mi

Chillicothe, OH

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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