Skip to main content
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 29, 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

50,000+ listings found(add a location or filter to narrow results)

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Ferndale, MI

Unscored
$1,680229,868 mi

Comparison: 5 similar vehicles

Ferndale, MI

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Oregon, OH

Unscored
$1,700204,770 mi

Comparison: 48 similar vehicles

Oregon, OH

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Ferndale, MI

Unscored
$1,775209,487 mi

Comparison: 12 similar vehicles

Ferndale, MI

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Novi, MI

Unscored
$1,780122,895 mi

Comparison: 6 similar vehicles

Novi, MI

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Novi, MI

UnscoredInsufficient · 0
$1,780133,085 mi

Novi, MI

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Oregon, OH

UnscoredInsufficient · 4
$1,800195,584 mi

Comparison: 4 similar vehicles

Oregon, OH

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Ann Arbor, MI

UnscoredInsufficient · 0
$1,900277,446 mi

Ann Arbor, MI

2009 Ford Edge Limited

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

2009 Ford Edge Limited

River Rouge, MI

Unscored
$1,995255,000 mi

Comparison: 10 similar vehicles

River Rouge, MI

2007 Dodge Nitro SXT

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

2007 Dodge Nitro SXT

Carleton, MI

UnscoredInsufficient · 3
$1,995186,987 mi

Comparison: 3 similar vehicles

Carleton, MI

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Novi, MI

Unscored
$2,180316,840 mi

Comparison: 5 similar vehicles

Novi, MI

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

River Rouge, MI

Unscored
$2,195208,624 mi

Comparison: 11 similar vehicles

River Rouge, MI

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Adrian, MI

Unscored
$2,200201,556 mi

Comparison: 8 similar vehicles

Adrian, MI

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Adrian, MI

Salvage title
$2,400138,836 mi

Adrian, MI

2015 Dodge Journey SE

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

2015 Dodge Journey SE

River Rouge, MI

Unscored
$2,495224,136 mi

Comparison: 13 similar vehicles

River Rouge, MI

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

River Rouge, MI

Unscored
$2,495224,655 mi

Comparison: 11 similar vehicles

River Rouge, MI

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Redford Charter Township, MI

Unscored
$2,495260,104 mi

Comparison: 6 similar vehicles

Redford Charter Township, MI

2014 Dodge Journey Limited

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

2014 Dodge Journey Limited

Oak Park, MI

Unscored
$2,499235,065 mi

Comparison: 8 similar vehicles

Oak Park, MI

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Redford Charter Township, MI

Unscored
$2,500206,446 mi

Comparison: 22 similar vehicles

Redford Charter Township, MI

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Wayne, MI

Unscored
$2,595180,000 mi

Comparison: 9 similar vehicles

Wayne, MI

2008 Lexus RX 350

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

2008 Lexus RX 350

Sylvania, OH

UnscoredInsufficient · 3
$2,598236,779 mi

Comparison: 3 similar vehicles

Sylvania, OH

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Mason, MI

Unscored
$2,600164,852 mi

Comparison: 9 similar vehicles

Mason, MI

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Farmington Hills, MI

Unscored
$2,650222,000 mi

Comparison: 8 similar vehicles

Farmington Hills, MI

2004 Hyundai Santa Fe Base

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

2004 Hyundai Santa Fe Base

Mason, MI

UnscoredInsufficient · 0
$2,650163,021 mi

Mason, MI

2009 Ford Flex LIMITED

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

2009 Ford Flex LIMITED

Detroit, MI

Unscored
$2,700234,000 mi

Comparison: 5 similar vehicles

Detroit, MI

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Leslie, MI

Unscored
$2,750238,113 mi

Comparison: 78 similar vehicles

Leslie, MI

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Westland, MI

Unscored
$2,808291,572 mi

Comparison: 12 similar vehicles

Westland, MI

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Southfield, MI

Unscored
$2,809219,543 mi

Comparison: 7 similar vehicles

Southfield, MI

2007 Saturn Outlook XE

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

2007 Saturn Outlook XE

Redford Charter Township, MI

UnscoredInsufficient · 0
$2,809171,576 mi

Redford Charter Township, MI

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Farmington Hills, MI

UnscoredInsufficient · 3
$2,850204,000 mi

Comparison: 3 similar vehicles

Farmington Hills, MI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Novi, MI

Unscored
$2,880224,704 mi

Comparison: 88 similar vehicles

Novi, MI

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Toledo, OH

Unscored
$2,995261,504 mi

Comparison: 25 similar vehicles

Toledo, OH

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Livonia, MI

Unscored
$2,995206,143 mi

Comparison: 26 similar vehicles

Livonia, MI

2014 Ford Escape SE

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

2014 Ford Escape SE

Carleton, MI

Unscored
$2,995164,042 mi

Comparison: 51 similar vehicles

Carleton, MI

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Carleton, MI

Unscored
$2,995211,606 mi

Comparison: 8 similar vehicles

Carleton, MI

2012 Ford Flex SE

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

2012 Ford Flex SE

Ferndale, MI

Unscored
$2,995232,158 mi

Comparison: 13 similar vehicles

Ferndale, MI

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Detroit, MI

Unscored
$2,995179,000 mi

Comparison: 16 similar vehicles

Detroit, MI

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Sylvania, OH

UnscoredInsufficient · 3
$2,995185,304 mi

Comparison: 3 similar vehicles

Sylvania, OH

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Bowling Green, OH

Unscored
$2,995187,947 mi

Comparison: 51 similar vehicles

Bowling Green, OH

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Detroit, MI

Unscored
$2,995189,000 mi

Comparison: 5 similar vehicles

Detroit, MI

2008 BMW X5 3.0si

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

2008 BMW X5 3.0si

Erie, MI

Unscored
$2,995199,000 mi

Comparison: 9 similar vehicles

Erie, MI

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Detroit, MI

UnscoredInsufficient · 4
$2,995117,387 mi

Comparison: 4 similar vehicles

Detroit, MI

2007 Mitsubishi Outlander LS

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

2007 Mitsubishi Outlander LS

Highland Park, MI

UnscoredInsufficient · 0
$2,995220,304 mi

Highland Park, MI

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Oak Park, MI

UnscoredInsufficient · 0
$2,995Mileage not verified

Oak Park, MI

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Redford Charter Township, MI

UnscoredInsufficient · 3
$2,995169,121 mi

Comparison: 3 similar vehicles

Redford Charter Township, MI

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Livonia, MI

Unscored
$2,995168,581 mi

Comparison: 9 similar vehicles

Livonia, MI

2001 Ford Excursion XLT

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

2001 Ford Excursion XLT

Brownstown Charter Township, MI

UnscoredInsufficient · 0
$2,995243,561 mi

Brownstown Charter Township, MI

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Detroit, MI

Unscored
$2,999178,859 mi

Comparison: 14 similar vehicles

Detroit, MI

2013 Ford Edge SE

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

2013 Ford Edge SE

Melvindale, MI

Unscored
$2,999199,000 mi

Comparison: 9 similar vehicles

Melvindale, MI

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Oak Park, MI

Unscored
$2,999202,103 mi

Comparison: 7 similar vehicles

Oak Park, MI

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Toledo, OH

Unscored
$2,999171,423 mi

Comparison: 5 similar vehicles

Toledo, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.