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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

23,872 listings found

2012 Kia Soul Base

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

2012 Kia Soul Base

Boaz, AL

UnscoredInsufficient · 4
$1,900282,147 mi

Comparison: 4 similar vehicles

Boaz, AL

2010 Nissan Altima S

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

2010 Nissan Altima S

Huntsville, AL

Unscored
$1,900227,750 mi

Comparison: 30 similar vehicles

Huntsville, AL

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Decatur, AL

UnscoredInsufficient · 0
$1,979213,501 mi

Decatur, AL

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Scottsboro, AL

UnscoredInsufficient · 0
$1,995252,421 mi

Scottsboro, AL

2007 Ford F-150

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

2007 Ford F-150

Meridianville, AL

UnscoredInsufficient · 0
$2,000278,247 mi

Meridianville, AL

2002 Jeep Liberty Sport

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

2002 Jeep Liberty Sport

Meridianville, AL

UnscoredInsufficient · 0
$2,000217,249 mi

Meridianville, AL

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Pell City, AL

UnscoredInsufficient · 0
$2,500Mileage not verified

Pell City, AL

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Somerville, AL

Unscored
$2,500167,455 mi

Comparison: 6 similar vehicles

Somerville, AL

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Meridianville, AL

Unscored
$2,500280,810 mi

Comparison: 5 similar vehicles

Meridianville, AL

2008 Cadillac Escalade ESV Base

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

2008 Cadillac Escalade ESV Base

Meridianville, AL

Unscored
$2,800307,806 mi

Comparison: 7 similar vehicles

Meridianville, AL

2002 Ford Taurus SE

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

2002 Ford Taurus SE

Somerville, AL

UnscoredInsufficient · 0
$2,800206,522 mi

Somerville, AL

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Boaz, AL

Unscored
$2,900153,494 mi

Comparison: 7 similar vehicles

Boaz, AL

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Huntsville, AL

Unscored
$2,900140,008 mi

Comparison: 24 similar vehicles

Huntsville, AL

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Boaz, AL

Unscored
$2,900222,346 mi

Comparison: 31 similar vehicles

Boaz, AL

2010 Honda Civic LX

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

2010 Honda Civic LX

Huntsville, AL

Unscored
$2,900410,434 mi

Comparison: 22 similar vehicles

Huntsville, AL

2012 Ford Fusion S

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

2012 Ford Fusion S

Anniston, AL

UnscoredInsufficient · 0
$2,950231,471 mi

Anniston, AL

2011 Lincoln MKZ Base

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

2011 Lincoln MKZ Base

Attalla, AL

Unscored
$2,950370,990 mi

Comparison: 5 similar vehicles

Attalla, AL

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Anniston, AL

Unscored
$2,950226,624 mi

Comparison: 13 similar vehicles

Anniston, AL

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Attalla, AL

UnscoredInsufficient · 4
$2,950248,688 mi

Comparison: 4 similar vehicles

Attalla, AL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Madison, AL

Salvage title
$2,995260,451 mi

Madison, AL

2010 Lexus GS 350

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

2010 Lexus GS 350

Fyffe, AL

UnscoredInsufficient · 0
$2,995284,194 mi

Fyffe, AL

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2006 Mercedes-Benz C-Class C280 Luxury

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

2006 Mercedes-Benz C-Class C280 Luxury

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Birmingham, AL

UnscoredInsufficient · 3
$2,995240,549 mi

Comparison: 3 similar vehicles

Birmingham, AL

1995 Mazda Millenia

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

1995 Mazda Millenia

Albertville, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Albertville, AL

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Huntsville, AL

Unscored
$2,999193,886 mi

Comparison: 20 similar vehicles

Huntsville, AL

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Gadsden, AL

Unscored
$3,000248,284 mi

Comparison: 6 similar vehicles

Gadsden, AL

2011 Honda Odyssey Touring

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

2011 Honda Odyssey Touring

Fort Payne, AL

UnscoredInsufficient · 3
$3,000228,462 mi

Comparison: 3 similar vehicles

Fort Payne, AL

2015 Jeep Cherokee Altitude

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

2015 Jeep Cherokee Altitude

Riverside, AL

UnscoredInsufficient · 0
$3,098210,000 mi

Riverside, AL

2007 Hyundai Tucson SE

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

2007 Hyundai Tucson SE

Summerville, GA

Unscored
$3,198324,259 mi

Comparison: 5 similar vehicles

Summerville, GA

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Huntsville, AL

UnscoredInsufficient · 0
$3,200212,777 mi

Huntsville, AL

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Anniston, AL

Unscored
$3,250219,051 mi

Comparison: 33 similar vehicles

Anniston, AL

2010 Kia Optima LX

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

2010 Kia Optima LX

Trussville, AL

Salvage title
$3,495208,901 mi

Trussville, AL

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Meridianville, AL

UnscoredInsufficient · 0
$3,495135,328 mi

Meridianville, AL

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Pell City, AL

Unscored
$3,499243,204 mi

Comparison: 7 similar vehicles

Pell City, AL

2016 smart fortwo prime

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

2016 smart fortwo prime

Crossville, AL

UnscoredInsufficient · 0
$3,500118,178 mi

Crossville, AL

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Huntsville, AL

Unscored
$3,500196,404 mi

Comparison: 14 similar vehicles

Huntsville, AL

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Huntsville, AL

Unscored
$3,500213,194 mi

Comparison: 24 similar vehicles

Huntsville, AL

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Huntsville, AL

UnscoredInsufficient · 4
$3,500187,919 mi

Comparison: 4 similar vehicles

Huntsville, AL

2010 Hyundai Elantra Blue

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

2010 Hyundai Elantra Blue

Meridianville, AL

UnscoredInsufficient · 0
$3,500205,892 mi

Meridianville, AL

2001 Toyota Echo Base

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

2001 Toyota Echo Base

Meridianville, AL

UnscoredInsufficient · 0
$3,500153,698 mi

Meridianville, AL

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Fort Payne, AL

Unscored
$3,700195,895 mi

Comparison: 10 similar vehicles

Fort Payne, AL

2010 Scion xB Base

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

2010 Scion xB Base

Pell City, AL

UnscoredInsufficient · 0
$3,725270,353 mi

Pell City, AL

2017 Kia Soul +

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

2017 Kia Soul +

Boaz, AL

Unscored
$3,900191,819 mi

Comparison: 34 similar vehicles

Boaz, AL

2012 Buick Verano 1SL

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

2012 Buick Verano 1SL

Boaz, AL

UnscoredInsufficient · 0
$3,900130,301 mi

Boaz, AL

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Huntsville, AL

Unscored
$3,900210,860 mi

Comparison: 10 similar vehicles

Huntsville, AL

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Boaz, AL

UnscoredInsufficient · 3
$3,900Mileage not verified

Comparison: 3 similar vehicles

Boaz, AL

2010 Chevrolet Traverse LS

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

2010 Chevrolet Traverse LS

Fort Payne, AL

UnscoredInsufficient · 0
$3,900175,010 mi

Fort Payne, AL

No Photo

2007 BMW X3 3.0si

Springville, AL

UnscoredInsufficient · 0
$3,900213,001 mi

Springville, AL

1997 Chevrolet C1500

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

1997 Chevrolet C1500

Meridianville, AL

UnscoredInsufficient · 0
$3,900342,000 mi

Meridianville, 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.
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.