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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

417 listings found

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Leesville, LA

Unscored
$4,995127,190 mi

Comparison: 20 similar vehicles

Leesville, LA

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Leesville, LA

Unscored
$5,995126,900 mi

Comparison: 6 similar vehicles

Leesville, LA

2014 Ford Focus SE

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

2014 Ford Focus SE

Leesville, LA

Fair PriceLimited · 17
$5,995117,660 mi

Market: $3,500 – $10,495

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Leesville, LA

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Leesville, LA

Unscored
$5,995269,200 mi

Comparison: 5 similar vehicles

Leesville, LA

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Leesville, LA

UnscoredInsufficient · 0
$5,995150,390 mi

Leesville, LA

2009 Mercury Grand Marquis LS

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

2009 Mercury Grand Marquis LS

Leesville, LA

UnscoredInsufficient · 0
$6,990112,052 mi

Leesville, LA

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Leesville, LA

Unscored
$6,995172,230 mi

Comparison: 35 similar vehicles

Leesville, LA

2016 Kia Sedona SX

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

2016 Kia Sedona SX

Leesville, LA

Unscored
$6,995194,280 mi

Comparison: 5 similar vehicles

Leesville, LA

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Leesville, LA

UnscoredInsufficient · 4
$6,995161,150 mi

Comparison: 4 similar vehicles

Leesville, LA

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Leesville, LA

UnscoredInsufficient · 0
$6,995176,950 mi

Leesville, LA

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Leesville, LA

Unscored
$7,995140,165 mi

Comparison: 22 similar vehicles

Leesville, LA

2016 Ford Taurus SHO

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

2016 Ford Taurus SHO

Leesville, LA

Unscored
$7,995188,670 mi

Comparison: 15 similar vehicles

Leesville, LA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Leesville, LA

Unscored
$7,995187,500 mi

Comparison: 32 similar vehicles

Leesville, LA

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Leesville, LA

Unscored
$7,995172,515 mi

Comparison: 13 similar vehicles

Leesville, LA

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Leesville, LA

Unscored
$7,995186,890 mi

Comparison: 25 similar vehicles

Leesville, LA

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Leesville, LA

Unscored
$7,995141,250 mi

Comparison: 15 similar vehicles

Leesville, LA

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Leesville, LA

UnscoredInsufficient · 3
$7,995190,070 mi

Comparison: 3 similar vehicles

Leesville, LA

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

Leesville, LA

Unscored
$8,995147,965 mi

Comparison: 7 similar vehicles

Leesville, LA

2017 Kia Soul Base

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

2017 Kia Soul Base

Leesville, LA

Unscored
$8,995137,000 mi

Comparison: 12 similar vehicles

Leesville, LA

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Leesville, LA

Unscored
$9,995156,450 mi

Comparison: 37 similar vehicles

Leesville, LA

2020 Kia Optima LX

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

2020 Kia Optima LX

Leesville, LA

Unscored
$9,995159,480 mi

Comparison: 67 similar vehicles

Leesville, LA

2018 Buick Encore Premium

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

2018 Buick Encore Premium

Leesville, LA

Unscored
$9,995122,555 mi

Comparison: 9 similar vehicles

Leesville, LA

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Leesville, LA

Unscored
$9,995188,435 mi

Comparison: 19 similar vehicles

Leesville, LA

2017 Buick Encore Preferred II

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

2017 Buick Encore Preferred II

Leesville, LA

Unscored
$9,99575,650 mi

Comparison: 9 similar vehicles

Leesville, LA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Leesville, LA

Unscored
$9,995224,060 mi

Comparison: 146 similar vehicles

Leesville, LA

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Leesville, LA

Unscored
$9,995143,340 mi

Comparison: 5 similar vehicles

Leesville, LA

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Leesville, LA

Unscored
$9,995150,955 mi

Comparison: 20 similar vehicles

Leesville, LA

2017 Dodge Durango GT

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

2017 Dodge Durango GT

Leesville, LA

Unscored
$12,995141,000 mi

Comparison: 40 similar vehicles

Leesville, LA

2017 RAM 1500 Pickup SSV

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

2017 RAM 1500 Pickup SSV

Leesville, LA

UnscoredInsufficient · 0
$12,995179,450 mi

Leesville, LA

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Leesville, LA

Unscored
$12,995138,920 mi

Comparison: 9 similar vehicles

Leesville, LA

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Leesville, LA

Unscored
$12,995192,035 mi

Comparison: 40 similar vehicles

Leesville, LA

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Leesville, LA

Unscored
$13,990115,444 mi

Comparison: 11 similar vehicles

Leesville, LA

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Leesville, LA

Unscored
$13,995198,855 mi

Comparison: 66 similar vehicles

Leesville, LA

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Leesville, LA

Unscored
$14,023139,120 mi

Comparison: 50 similar vehicles

Leesville, LA

2018 RAM 1500 Pickup Lone Star Silver

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

2018 RAM 1500 Pickup Lone Star Silver

Leesville, LA

Unscored
$14,995193,530 mi

Comparison: 27 similar vehicles

Leesville, LA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Leesville, LA

Unscored
$14,995171,830 mi

Comparison: 20 similar vehicles

Leesville, LA

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

Leesville, LA

Unscored
$14,995178,100 mi

Comparison: 32 similar vehicles

Leesville, LA

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Leesville, LA

Unscored
$15,70347,686 mi

Comparison: 20 similar vehicles

Leesville, LA

2020 Kia Telluride S

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

2020 Kia Telluride S

Leesville, LA

Fair PriceRobust · 85
$15,990109,818 mi

Market: $12,500 – $21,882

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Leesville, LA

2019 INFINITI Q70L LUXE

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

2019 INFINITI Q70L LUXE

Leesville, LA

UnscoredInsufficient · 3
$15,990143,109 mi

Comparison: 3 similar vehicles

Leesville, LA

2021 Chevrolet Malibu RS

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

2021 Chevrolet Malibu RS

Leesville, LA

Fair PriceModerate · 22
$15,99569,420 mi

Market: $14,100 – $18,990

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Leesville, LA

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Leesville, LA

Unscored
$15,995140,850 mi

Comparison: 18 similar vehicles

Leesville, LA

2012 Ford F-150 King Ranch

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

2012 Ford F-150 King Ranch

Leesville, LA

Unscored
$15,995125,965 mi

Comparison: 5 similar vehicles

Leesville, LA

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Leesville, LA

Fair PriceLimited · 17
$16,36394,437 mi

Market: $14,728 – $19,454

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Leesville, LA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Leesville, LA

Fair PriceRobust · 185
$16,84955,642 mi

Market: $14,495 – $22,695

Comparison: 185 similar vehicles

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

Leesville, LA

2012 Ford F-150 Platinum

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

2012 Ford F-150 Platinum

Leesville, LA

Unscored
$16,995146,660 mi

Comparison: 11 similar vehicles

Leesville, LA

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Leesville, LA

Fair PriceRobust · 66
$17,12586,572 mi

Market: $14,600 – $25,301

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Leesville, LA

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Leesville, LA

Fair PriceModerate · 20
$17,36363,955 mi

Market: $15,021 – $18,063

Comparison: 20 similar vehicles

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

Leesville, LA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Leesville, LA

Fair PriceRobust · 261
$17,86361,442 mi

Market: $14,500 – $27,382

Comparison: 261 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Leesville, LA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Leesville, LA

Unscored
$17,990163,572 mi

Comparison: 25 similar vehicles

Leesville, LA

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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