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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 · 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

811 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

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

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

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 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

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Boaz, AL

UnscoredInsufficient · 3
$4,800157,576 mi

Comparison: 3 similar vehicles

Boaz, AL

2007 Chrysler Pacifica Touring

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

2007 Chrysler Pacifica Touring

Boaz, AL

UnscoredInsufficient · 0
$4,900100,002 mi

Boaz, AL

2011 Nissan Pathfinder Silver Edition

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

2011 Nissan Pathfinder Silver Edition

Boaz, AL

UnscoredInsufficient · 0
$5,900209,517 mi

Boaz, AL

2008 INFINITI QX Base

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

2008 INFINITI QX Base

Boaz, AL

UnscoredInsufficient · 0
$5,900Mileage not verified

Boaz, AL

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Boaz, AL

UnscoredInsufficient · 0
$5,900167,595 mi

Boaz, AL

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Boaz, AL

Unscored
$5,990165,208 mi

Comparison: 17 similar vehicles

Boaz, AL

2004 Chevrolet Silverado 2500HD LS

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

2004 Chevrolet Silverado 2500HD LS

Boaz, AL

Unscored
$6,500350,735 mi

Comparison: 6 similar vehicles

Boaz, AL

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Boaz, AL

Great DealLimited · 19
$6,900119,955 mi

Market: $7,500 – $13,299

Comparison: 19 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 416 days listed (based on current market benchmarks)

Boaz, AL

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Boaz, AL

Unscored
$6,900145,416 mi

Comparison: 9 similar vehicles

Boaz, AL

2013 Volkswagen Jetta SportWagen SE

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

2013 Volkswagen Jetta SportWagen SE

Boaz, AL

UnscoredInsufficient · 4
$6,900159,548 mi

Comparison: 4 similar vehicles

Boaz, AL

2011 GMC Yukon XL SLT

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

2011 GMC Yukon XL SLT

Boaz, AL

UnscoredInsufficient · 0
$6,900226,004 mi

Boaz, 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

Boaz, AL

Unscored
$6,900156,275 mi

Comparison: 22 similar vehicles

Boaz, AL

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Boaz, AL

Unscored
$6,900193,284 mi

Comparison: 5 similar vehicles

Boaz, AL

2000 Buick Regal LS

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

2000 Buick Regal LS

Boaz, AL

UnscoredInsufficient · 0
$6,900111,140 mi

Boaz, AL

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Boaz, AL

UnscoredInsufficient · 0
$7,415239,022 mi

Boaz, AL

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Boaz, AL

UnscoredInsufficient · 4
$7,900176,991 mi

Comparison: 4 similar vehicles

Boaz, AL

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Boaz, AL

UnscoredInsufficient · 4
$7,900163,126 mi

Comparison: 4 similar vehicles

Boaz, AL

2015 Kia Forte LX

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

2015 Kia Forte LX

Boaz, AL

Fair PriceModerate · 43
$7,90078,828 mi

Market: $4,495 – $19,223

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Boaz, AL

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Boaz, AL

Fair PriceLimited · 17
$7,90086,578 mi

Market: $3,850 – $10,000

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Boaz, AL

2004 Cadillac Escalade Base

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

2004 Cadillac Escalade Base

Boaz, AL

UnscoredInsufficient · 0
$7,90079,449 mi

Boaz, AL

1993 Cadillac DeVille

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

1993 Cadillac DeVille

Boaz, AL

UnscoredInsufficient · 0
$7,900Mileage not verified

Boaz, AL

2008 Chevrolet Avalanche LTZ

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

2008 Chevrolet Avalanche LTZ

Boaz, AL

UnscoredInsufficient · 0
$7,990203,890 mi

Boaz, AL

2008 Jeep Wrangler Unlimited X

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

2008 Jeep Wrangler Unlimited X

Boaz, AL

Fair PriceLimited · 15
$8,500104,950 mi

Market: $7,900 – $17,900

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Boaz, AL

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Boaz, AL

UnscoredInsufficient · 4
$8,900114,525 mi

Comparison: 4 similar vehicles

Boaz, AL

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Boaz, AL

UnscoredInsufficient · 4
$8,900114,465 mi

Comparison: 4 similar vehicles

Boaz, AL

2018 Chrysler Pacifica Touring Plus

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

2018 Chrysler Pacifica Touring Plus

Boaz, AL

Unscored
$8,900132,187 mi

Comparison: 62 similar vehicles

Boaz, AL

2017 Buick Encore Sport Touring

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

2017 Buick Encore Sport Touring

Boaz, AL

UnscoredInsufficient · 4
$8,900113,641 mi

Comparison: 4 similar vehicles

Boaz, AL

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Boaz, AL

Fair PriceModerate · 32
$8,90067,871 mi

Market: $3,999 – $11,981

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Boaz, AL

2016 Kia Soul +

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

2016 Kia Soul +

Boaz, AL

Fair PriceModerate · 49
$8,900119,512 mi

Market: $4,563 – $13,695

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Boaz, AL

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Boaz, AL

Unscored
$8,90075,973 mi

Comparison: 35 similar vehicles

Boaz, AL

2015 Volvo XC60 T6

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

2015 Volvo XC60 T6

Boaz, AL

Unscored
$8,900117,581 mi

Comparison: 9 similar vehicles

Boaz, AL

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Boaz, AL

Unscored
$8,900228,894 mi

Comparison: 9 similar vehicles

Boaz, AL

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Boaz, AL

Unscored
$8,900146,980 mi

Comparison: 25 similar vehicles

Boaz, AL

2013 Mitsubishi Outlander Sport SE

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

2013 Mitsubishi Outlander Sport SE

Boaz, AL

UnscoredInsufficient · 0
$8,90095,387 mi

Boaz, AL

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Boaz, AL

Unscored
$8,900213,159 mi

Comparison: 63 similar vehicles

Boaz, AL

2011 Ford Econoline

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

2011 Ford Econoline

Boaz, AL

UnscoredInsufficient · 0
$8,900118,241 mi

Boaz, AL

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Boaz, AL

UnscoredInsufficient · 0
$8,900189,434 mi

Boaz, AL

2012 Chevrolet Suburban Fleet

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

2012 Chevrolet Suburban Fleet

Boaz, AL

UnscoredInsufficient · 0
$9,415218,167 mi

Boaz, AL

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Boaz, AL

UnscoredInsufficient · 4
$9,415194,762 mi

Comparison: 4 similar vehicles

Boaz, AL

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Boaz, AL

Fair PriceRobust · 62
$9,50076,542 mi

Market: $6,951 – $13,937

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Boaz, AL

2019 Dodge Charger SXT

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

2019 Dodge Charger SXT

Boaz, AL

Unscored
$9,900200,800 mi

Comparison: 55 similar vehicles

Boaz, AL

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Boaz, AL

Unscored
$9,900121,834 mi

Comparison: 9 similar vehicles

Boaz, AL

2019 Land Rover Discovery Sport Landmark

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

2019 Land Rover Discovery Sport Landmark

Boaz, AL

Unscored
$9,900122,347 mi

Comparison: 5 similar vehicles

Boaz, AL

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Boaz, AL

Fair PriceModerate · 39
$9,90086,785 mi

Market: $5,900 – $16,990

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Boaz, 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

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