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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 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

184 listings found

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Theodore, AL

Unscored
$4,800206,391 mi

Comparison: 11 similar vehicles

Theodore, AL

2013 RAM 1500 Pickup Laramie

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

2013 RAM 1500 Pickup Laramie

Theodore, AL

UnscoredInsufficient · 0
$4,988294,563 mi

Theodore, AL

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Theodore, AL

Unscored
$5,500181,701 mi

Comparison: 7 similar vehicles

Theodore, AL

2018 Ford Focus S

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

2018 Ford Focus S

Theodore, AL

UnscoredInsufficient · 0
$5,988124,009 mi

Theodore, AL

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Theodore, AL

Unscored
$5,990183,190 mi

Comparison: 5 similar vehicles

Theodore, AL

2007 Toyota Matrix Standard

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

2007 Toyota Matrix Standard

Theodore, AL

UnscoredInsufficient · 0
$5,995263,582 mi

Theodore, AL

2007 Lexus IS 350

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

2007 Lexus IS 350

Theodore, AL

UnscoredInsufficient · 0
$6,800178,124 mi

Theodore, AL

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Theodore, AL

Unscored
$6,988228,559 mi

Comparison: 8 similar vehicles

Theodore, AL

2014 Toyota Camry L

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

2014 Toyota Camry L

Theodore, AL

Unscored
$6,988240,304 mi

Comparison: 7 similar vehicles

Theodore, AL

2011 Ford Transit Connect XL

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

2011 Ford Transit Connect XL

Theodore, AL

UnscoredInsufficient · 0
$6,995195,000 mi

Theodore, AL

2016 Hyundai Sonata Sport

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

2016 Hyundai Sonata Sport

Theodore, AL

Unscored
$7,200123,451 mi

Comparison: 12 similar vehicles

Theodore, AL

2013 Honda Crosstour EX-L V6

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

2013 Honda Crosstour EX-L V6

Theodore, AL

UnscoredInsufficient · 0
$7,988129,922 mi

Theodore, AL

2016 Scion iA Base

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

2016 Scion iA Base

Theodore, AL

UnscoredInsufficient · 4
$7,995172,325 mi

Comparison: 4 similar vehicles

Theodore, AL

2010 Ford Transit Connect XL

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

2010 Ford Transit Connect XL

Theodore, AL

UnscoredInsufficient · 0
$7,995228,471 mi

Theodore, AL

2007 Lexus LS Base

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

2007 Lexus LS Base

Theodore, AL

UnscoredInsufficient · 3
$7,995154,196 mi

Comparison: 3 similar vehicles

Theodore, AL

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Theodore, AL

Unscored
$7,995204,617 mi

Comparison: 6 similar vehicles

Theodore, AL

1998 Chevrolet P30

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

1998 Chevrolet P30

Theodore, AL

UnscoredInsufficient · 0
$7,995312,600 mi

Theodore, AL

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Theodore, AL

Unscored
$8,000142,796 mi

Comparison: 35 similar vehicles

Theodore, AL

2013 Kia Sorento SX

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

2013 Kia Sorento SX

Theodore, AL

UnscoredInsufficient · 0
$8,200134,152 mi

Theodore, AL

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Theodore, AL

Unscored
$8,495389,105 mi

Comparison: 10 similar vehicles

Theodore, AL

2005 Mercedes-Benz E-Class E320 CDI

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

2005 Mercedes-Benz E-Class E320 CDI

Theodore, AL

UnscoredInsufficient · 0
$8,495130,744 mi

Theodore, AL

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Theodore, AL

Unscored
$8,500140,132 mi

Comparison: 7 similar vehicles

Theodore, AL

2014 Dodge Journey Limited

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

2014 Dodge Journey Limited

Theodore, AL

UnscoredInsufficient · 0
$8,78888,414 mi

Theodore, AL

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Theodore, AL

UnscoredInsufficient · 3
$8,974171,604 mi

Comparison: 3 similar vehicles

Theodore, AL

2003 Chevrolet Silverado 1500 Base

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

2003 Chevrolet Silverado 1500 Base

Theodore, AL

UnscoredInsufficient · 3
$8,988214,107 mi

Comparison: 3 similar vehicles

Theodore, AL

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Theodore, AL

Unscored
$8,995185,902 mi

Comparison: 8 similar vehicles

Theodore, AL

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Theodore, AL

Unscored
$8,995183,555 mi

Comparison: 15 similar vehicles

Theodore, AL

2013 BMW X3 xDrive35i

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

2013 BMW X3 xDrive35i

Theodore, AL

UnscoredInsufficient · 0
$8,995145,891 mi

Theodore, AL

2013 Mazda CX-5 Touring

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

2013 Mazda CX-5 Touring

Theodore, AL

UnscoredInsufficient · 0
$8,995164,120 mi

Theodore, AL

2010 Toyota Tacoma Base

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

2010 Toyota Tacoma Base

Theodore, AL

UnscoredInsufficient · 0
$8,995205,415 mi

Theodore, AL

2017 Toyota Camry XLE

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

2017 Toyota Camry XLE

Theodore, AL

Unscored
$9,000154,123 mi

Comparison: 5 similar vehicles

Theodore, AL

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Theodore, AL

UnscoredInsufficient · 3
$9,000165,421 mi

Comparison: 3 similar vehicles

Theodore, AL

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Theodore, AL

UnscoredInsufficient · 4
$9,450259,149 mi

Comparison: 4 similar vehicles

Theodore, AL

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Theodore, AL

Unscored
$9,495143,971 mi

Comparison: 7 similar vehicles

Theodore, AL

2013 Ford Escape SE

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

2013 Ford Escape SE

Theodore, AL

Unscored
$9,895151,017 mi

Comparison: 9 similar vehicles

Theodore, AL

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Theodore, AL

UnscoredInsufficient · 3
$9,995188,730 mi

Comparison: 3 similar vehicles

Theodore, AL

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Theodore, AL

UnscoredInsufficient · 3
$9,995218,288 mi

Comparison: 3 similar vehicles

Theodore, AL

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Theodore, AL

Unscored
$9,995234,809 mi

Comparison: 11 similar vehicles

Theodore, AL

2005 Lexus LS 430

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

2005 Lexus LS 430

Theodore, AL

UnscoredInsufficient · 0
$9,995224,072 mi

Theodore, AL

2013 Kia Soul +

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

2013 Kia Soul +

Theodore, AL

Unscored
$10,869122,817 mi

Comparison: 5 similar vehicles

Theodore, AL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Theodore, AL

Fair PriceModerate · 20
$10,876108,323 mi

Market: $5,995 – $14,599

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Theodore, AL

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Theodore, AL

Unscored
$10,900217,540 mi

Comparison: 10 similar vehicles

Theodore, AL

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Theodore, AL

Unscored
$10,995200,998 mi

Comparison: 7 similar vehicles

Theodore, AL

2011 Chevrolet Tahoe LS

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

2011 Chevrolet Tahoe LS

Theodore, AL

UnscoredInsufficient · 3
$10,995241,629 mi

Comparison: 3 similar vehicles

Theodore, AL

2009 Toyota Tacoma Base

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

2009 Toyota Tacoma Base

Theodore, AL

Unscored
$10,995263,588 mi

Comparison: 5 similar vehicles

Theodore, AL

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

Theodore, AL

UnscoredInsufficient · 3
$10,995309,214 mi

Comparison: 3 similar vehicles

Theodore, AL

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

Theodore, AL

UnscoredInsufficient · 4
$11,986158,750 mi

Comparison: 4 similar vehicles

Theodore, AL

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Theodore, AL

Unscored
$11,995129,675 mi

Comparison: 8 similar vehicles

Theodore, AL

2015 Toyota Highlander LE

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

2015 Toyota Highlander LE

Theodore, AL

UnscoredInsufficient · 0
$11,995224,239 mi

Theodore, AL

2014 GMC Savana Cutaway Work Van

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

2014 GMC Savana Cutaway Work Van

Theodore, AL

UnscoredInsufficient · 0
$11,995202,744 mi

Theodore, AL

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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