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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 4, 2026

6.8M+

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

1,375 listings found

2002 Saturn S-Series SL2

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

2002 Saturn S-Series SL2

Prattville, AL

UnscoredInsufficient · 0
$3,00028,000 mi

Prattville, AL

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Prattville, AL

Unscored
$3,599167,000 mi

Comparison: 8 similar vehicles

Prattville, AL

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Prattville, AL

UnscoredInsufficient · 0
$3,800163,000 mi

Prattville, AL

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Prattville, AL

Unscored
$4,950155,997 mi

Comparison: 5 similar vehicles

Prattville, AL

2011 Dodge Nitro SE

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

2011 Dodge Nitro SE

Prattville, AL

UnscoredInsufficient · 0
$4,950130,076 mi

Prattville, AL

2017 Kia Sedona LX

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

2017 Kia Sedona LX

Prattville, AL

Unscored
$5,950212,896 mi

Comparison: 11 similar vehicles

Prattville, AL

2011 Volkswagen Golf Base

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

2011 Volkswagen Golf Base

Prattville, AL

UnscoredInsufficient · 0
$5,950122,270 mi

Prattville, AL

No Photo

2011 Ford F-150 Lariat

Prattville, AL

Unscored
$7,499229,499 mi

Comparison: 19 similar vehicles

Prattville, AL

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Prattville, AL

Unscored
$7,699138,000 mi

Comparison: 14 similar vehicles

Prattville, AL

2016 Mitsubishi Outlander SE

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

2016 Mitsubishi Outlander SE

Prattville, AL

UnscoredInsufficient · 0
$7,797147,769 mi

Prattville, AL

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Prattville, AL

Unscored
$7,895159,271 mi

Comparison: 17 similar vehicles

Prattville, AL

2020 Kia RIO S

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

2020 Kia RIO S

Prattville, AL

Unscored
$7,950153,622 mi

Comparison: 7 similar vehicles

Prattville, AL

2016 Volvo S60 T5 Platinum

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

2016 Volvo S60 T5 Platinum

Prattville, AL

UnscoredInsufficient · 0
$7,950157,348 mi

Prattville, AL

2014 GMC Yukon SLE

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

2014 GMC Yukon SLE

Prattville, AL

UnscoredInsufficient · 0
$7,950253,026 mi

Prattville, AL

2014 Audi Q5 Premium

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

2014 Audi Q5 Premium

Prattville, AL

Unscored
$7,950158,098 mi

Comparison: 8 similar vehicles

Prattville, AL

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Prattville, AL

Unscored
$7,950196,056 mi

Comparison: 7 similar vehicles

Prattville, AL

2007 Honda Ridgeline RTS

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

2007 Honda Ridgeline RTS

Prattville, AL

UnscoredInsufficient · 0
$8,900161,980 mi

Prattville, AL

2013 Kia Optima LX

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

2013 Kia Optima LX

Prattville, AL

Fair PriceLimited · 18
$8,995102,269 mi

Market: $4,999 – $12,616

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Prattville, AL

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Prattville, AL

Unscored
$9,337165,721 mi

Comparison: 7 similar vehicles

Prattville, AL

2010 Ford Ranger Sport

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

2010 Ford Ranger Sport

Prattville, AL

UnscoredInsufficient · 0
$9,895122,028 mi

Prattville, AL

2016 Volvo XC60 T6

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

2016 Volvo XC60 T6

Prattville, AL

UnscoredInsufficient · 0
$9,950135,794 mi

Prattville, AL

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Prattville, AL

UnscoredInsufficient · 0
$9,95059,109 mi

Prattville, AL

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Prattville, AL

Unscored
$10,900153,962 mi

Comparison: 51 similar vehicles

Prattville, AL

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Prattville, AL

Fair PriceRobust · 80
$11,389104,291 mi

Market: $9,999 – $25,000

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Prattville, AL

2016 MINI Cooper Base

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

2016 MINI Cooper Base

Prattville, AL

Unscored
$11,93670,106 mi

Comparison: 5 similar vehicles

Prattville, AL

2018 Ford Focus SE

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

2018 Ford Focus SE

Prattville, AL

Fair PriceModerate · 22
$11,995116,227 mi

Market: $4,777 – $15,799

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Prattville, AL

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Prattville, AL

OverpricedModerate · 25
$11,995108,382 mi

Market: $2,088 – $8,999

Comparison: 25 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Prattville, AL

2019 Hyundai Santa Fe Ultimate

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

2019 Hyundai Santa Fe Ultimate

Prattville, AL

Unscored
$12,950148,276 mi

Comparison: 37 similar vehicles

Prattville, AL

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Prattville, AL

Unscored
$12,950166,648 mi

Comparison: 77 similar vehicles

Prattville, AL

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Prattville, AL

Fair PriceModerate · 20
$12,990104,858 mi

Market: $3,499 – $13,396

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Prattville, AL

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Prattville, AL

UnscoredInsufficient · 0
$12,990108,841 mi

Prattville, AL

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Prattville, AL

Unscored
$12,99096,479 mi

Comparison: 6 similar vehicles

Prattville, AL

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Prattville, AL

Unscored
$12,99592,684 mi

Comparison: 6 similar vehicles

Prattville, AL

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Prattville, AL

Fair PriceModerate · 27
$13,37662,885 mi

Market: $9,895 – $20,177

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Prattville, AL

2008 Nissan 350Z Roadster Grand Touring

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

2008 Nissan 350Z Roadster Grand Touring

Prattville, AL

UnscoredInsufficient · 0
$13,44361,896 mi

Prattville, AL

2020 Dodge Journey Crossroad

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

2020 Dodge Journey Crossroad

Prattville, AL

Fair PriceModerate · 27
$13,89579,705 mi

Market: $8,999 – $15,990

Comparison: 27 similar vehicles

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

Prattville, AL

2013 Toyota Tacoma PreRunner

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

2013 Toyota Tacoma PreRunner

Prattville, AL

Unscored
$13,895176,977 mi

Comparison: 33 similar vehicles

Prattville, AL

2012 Mercedes-Benz E-Class E350 Sport

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

2012 Mercedes-Benz E-Class E350 Sport

Prattville, AL

Fair PriceLimited · 11
$13,990102,037 mi

Market: $3,500 – $15,495

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Prattville, AL

2009 Acura MDX Technology Package

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

2009 Acura MDX Technology Package

Prattville, AL

UnscoredInsufficient · 0
$13,990158,106 mi

Prattville, AL

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Prattville, AL

Fair PriceRobust · 54
$14,500108,272 mi

Market: $8,999 – $21,889

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Prattville, AL

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Prattville, AL

Fair PriceRobust · 70
$14,86581,281 mi

Market: $8,499 – $21,995

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Prattville, AL

2021 Jeep Cherokee Latitude

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

2021 Jeep Cherokee Latitude

Prattville, AL

UnscoredInsufficient · 0
$14,95058,579 mi

Prattville, AL

2020 Chevrolet Sonic

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

2020 Chevrolet Sonic

Prattville, AL

UnscoredInsufficient · 0
$14,99059,809 mi

Prattville, AL

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Prattville, AL

Fair PriceLimited · 17
$14,99096,073 mi

Market: $5,500 – $16,298

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Prattville, AL

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Prattville, AL

Unscored
$14,997120,887 mi

Comparison: 55 similar vehicles

Prattville, AL

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Prattville, AL

Unscored
$15,895150,532 mi

Comparison: 70 similar vehicles

Prattville, AL

2011 GMC Sierra 1500 Work Truck

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

2011 GMC Sierra 1500 Work Truck

Prattville, AL

UnscoredInsufficient · 0
$15,98573,315 mi

Prattville, AL

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Prattville, AL

UnscoredInsufficient · 3
$15,990105,753 mi

Comparison: 3 similar vehicles

Prattville, AL

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Prattville, AL

Unscored
$15,990125,498 mi

Comparison: 30 similar vehicles

Prattville, AL

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Prattville, AL

Fair PriceModerate · 29
$15,990109,879 mi

Market: $8,790 – $18,599

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Prattville, 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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