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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

4,286 listings found

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Northport, AL

UnscoredInsufficient · 0
$3,277276,766 mi

Northport, AL

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Hueytown, AL

UnscoredInsufficient · 4
$3,450230,984 mi

Comparison: 4 similar vehicles

Hueytown, AL

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Midfield, AL

Salvage title
$3,499130,000 mi

Midfield, AL

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Hueytown, AL

UnscoredLimited · 10
$3,650287,017 mi

Comparison: 10 similar vehicles

Hueytown, AL

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Hueytown, AL

UnscoredLimited · 6
$3,650230,348 mi

Comparison: 6 similar vehicles

Hueytown, AL

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Hueytown, AL

UnscoredInsufficient · 4
$3,650209,833 mi

Comparison: 4 similar vehicles

Hueytown, AL

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Birmingham, AL

UnscoredLimited · 15
$3,699250,890 mi

Comparison: 15 similar vehicles

Birmingham, AL

No Photo

2011 Nissan JUKE SV

Jasper, AL

UnscoredInsufficient · 0
$3,900181,231 mi

Jasper, AL

2014 Ford Escape SE

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

2014 Ford Escape SE

Hueytown, AL

UnscoredLimited · 6
$3,975137,534 mi

Comparison: 6 similar vehicles

Hueytown, AL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Hueytown, AL

UnscoredModerate · 23
$3,995182,217 mi

Comparison: 23 similar vehicles

Hueytown, AL

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Hueytown, AL

UnscoredLimited · 12
$3,995176,210 mi

Comparison: 12 similar vehicles

Hueytown, AL

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Hueytown, AL

UnscoredInsufficient · 4
$3,995188,506 mi

Comparison: 4 similar vehicles

Hueytown, AL

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Hueytown, AL

UnscoredInsufficient · 4
$3,995114,854 mi

Comparison: 4 similar vehicles

Hueytown, AL

2008 Nissan Xterra X

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

2008 Nissan Xterra X

Hueytown, AL

UnscoredInsufficient · 4
$3,995228,463 mi

Comparison: 4 similar vehicles

Hueytown, AL

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Cullman, AL

UnscoredLimited · 10
$3,995300,841 mi

Comparison: 10 similar vehicles

Cullman, AL

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Bessemer, AL

Salvage title
$3,99986,000 mi

Bessemer, AL

2012 Suzuki Grand Vitara Premium

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

2012 Suzuki Grand Vitara Premium

Hamilton, AL

UnscoredInsufficient · 0
$4,000164,773 mi

Hamilton, AL

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Hueytown, AL

UnscoredInsufficient · 0
$4,450253,026 mi

Hueytown, AL

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Birmingham, AL

UnscoredLimited · 5
$4,499182,725 mi

Comparison: 5 similar vehicles

Birmingham, AL

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Birmingham, AL

UnscoredInsufficient · 3
$4,499170,896 mi

Comparison: 3 similar vehicles

Birmingham, AL

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Trafford, AL

UnscoredModerate · 24
$4,500127,391 mi

Comparison: 24 similar vehicles

Trafford, AL

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Hueytown, AL

UnscoredLimited · 7
$4,500239,345 mi

Comparison: 7 similar vehicles

Hueytown, AL

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Hueytown, AL

UnscoredLimited · 7
$4,600174,808 mi

Comparison: 7 similar vehicles

Hueytown, AL

2007 Saturn Outlook XE

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

2007 Saturn Outlook XE

Hueytown, AL

UnscoredInsufficient · 0
$4,750136,089 mi

Hueytown, AL

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Hueytown, AL

Fair PriceModerate · 25
$4,800100,907 mi

Market: $4,000 – $10,798

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Hueytown, AL

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Hueytown, AL

Salvage title
$4,800188,856 mi

Hueytown, AL

2006 GMC Yukon SL

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

2006 GMC Yukon SL

Cullman, AL

UnscoredInsufficient · 0
$4,805250,000 mi

Cullman, AL

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Hueytown, AL

UnscoredInsufficient · 0
$4,875205,887 mi

Hueytown, AL

2009 Honda Pilot Touring

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

2009 Honda Pilot Touring

Fayette, AL

UnscoredInsufficient · 0
$4,900236,284 mi

Fayette, AL

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

Hueytown, AL

UnscoredInsufficient · 3
$4,995166,727 mi

Comparison: 3 similar vehicles

Hueytown, AL

2014 Nissan Pathfinder SV

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

2014 Nissan Pathfinder SV

Hueytown, AL

UnscoredLimited · 10
$4,995242,407 mi

Comparison: 10 similar vehicles

Hueytown, AL

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

Cullman, AL

UnscoredLimited · 5
$4,995144,627 mi

Comparison: 5 similar vehicles

Cullman, AL

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Hueytown, AL

UnscoredModerate · 27
$4,999158,897 mi

Comparison: 27 similar vehicles

Hueytown, AL

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Hueytown, AL

UnscoredLimited · 5
$4,999153,000 mi

Comparison: 5 similar vehicles

Hueytown, AL

2014 Hyundai Tucson GLS

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

2014 Hyundai Tucson GLS

Birmingham, AL

UnscoredLimited · 5
$4,999202,804 mi

Comparison: 5 similar vehicles

Birmingham, AL

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Birmingham, AL

UnscoredInsufficient · 4
$4,999215,646 mi

Comparison: 4 similar vehicles

Birmingham, AL

2012 GMC Terrain SLT-2

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

2012 GMC Terrain SLT-2

Birmingham, AL

UnscoredInsufficient · 0
$4,999232,826 mi

Birmingham, AL

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Birmingham, AL

UnscoredLimited · 8
$4,999199,695 mi

Comparison: 8 similar vehicles

Birmingham, AL

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Birmingham, AL

UnscoredLimited · 16
$5,000153,529 mi

Comparison: 16 similar vehicles

Birmingham, AL

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Hueytown, AL

Salvage title
$5,000152,449 mi

Hueytown, AL

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

Bessemer, AL

UnscoredInsufficient · 4
$5,356215,545 mi

Comparison: 4 similar vehicles

Bessemer, AL

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Hueytown, AL

UnscoredInsufficient · 4
$5,495173,758 mi

Comparison: 4 similar vehicles

Hueytown, AL

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Jasper, AL

UnscoredLimited · 5
$5,499137,799 mi

Comparison: 5 similar vehicles

Jasper, AL

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Hueytown, AL

UnscoredInsufficient · 3
$5,500160,000 mi

Comparison: 3 similar vehicles

Hueytown, AL

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Haleyville, AL

UnscoredInsufficient · 0
$5,500170,050 mi

Haleyville, AL

2010 Toyota Highlander SE

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

2010 Toyota Highlander SE

Birmingham, AL

UnscoredInsufficient · 3
$5,500216,709 mi

Comparison: 3 similar vehicles

Birmingham, AL

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Cullman, AL

UnscoredLimited · 5
$5,500136,901 mi

Comparison: 5 similar vehicles

Cullman, AL

2004 Ford Explorer XLT

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

2004 Ford Explorer XLT

Buhl, AL

UnscoredInsufficient · 0
$5,500170,020 mi

Buhl, AL

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Buhl, AL

UnscoredInsufficient · 0
$5,500235,515 mi

Buhl, AL

2014 Mazda CX-9 Touring

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

2014 Mazda CX-9 Touring

Hueytown, AL

UnscoredInsufficient · 3
$5,675188,351 mi

Comparison: 3 similar vehicles

Hueytown, AL

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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