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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 14, 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

197 listings found

2006 Mercury Milan Base

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

2006 Mercury Milan Base

Eunice, LA

UnscoredInsufficient · 0
$2,990153,307 mi

Eunice, LA

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Eunice, LA

Unscored
$5,990157,885 mi

Comparison: 17 similar vehicles

Eunice, LA

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Eunice, LA

Unscored
$5,990162,417 mi

Comparison: 10 similar vehicles

Eunice, LA

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Eunice, LA

Unscored
$5,995144,291 mi

Comparison: 34 similar vehicles

Eunice, LA

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

Eunice, LA

Unscored
$7,990120,411 mi

Comparison: 19 similar vehicles

Eunice, LA

2014 Buick Verano 1SG

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

2014 Buick Verano 1SG

Eunice, LA

UnscoredInsufficient · 3
$7,995175,439 mi

Comparison: 3 similar vehicles

Eunice, LA

2017 Jeep Compass Sport

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

2017 Jeep Compass Sport

Eunice, LA

UnscoredInsufficient · 0
$8,995144,747 mi

Eunice, LA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Eunice, LA

Unscored
$8,995182,854 mi

Comparison: 30 similar vehicles

Eunice, LA

2014 GMC Sierra 1500 1SA

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

2014 GMC Sierra 1500 1SA

Eunice, LA

Unscored
$8,995221,032 mi

Comparison: 16 similar vehicles

Eunice, LA

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Eunice, LA

Unscored
$8,995187,318 mi

Comparison: 16 similar vehicles

Eunice, LA

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Eunice, LA

Unscored
$8,995198,000 mi

Comparison: 8 similar vehicles

Eunice, LA

2014 Buick LaCrosse Leather

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

2014 Buick LaCrosse Leather

Eunice, LA

Unscored
$9,500169,075 mi

Comparison: 11 similar vehicles

Eunice, LA

2020 Ford Escape SE

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

2020 Ford Escape SE

Eunice, LA

Unscored
$9,990124,164 mi

Comparison: 43 similar vehicles

Eunice, LA

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Eunice, LA

Fair PriceModerate · 24
$9,990116,765 mi

Market: $4,500 – $15,666

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Eunice, LA

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Eunice, LA

UnscoredInsufficient · 0
$9,99059,224 mi

Eunice, LA

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Eunice, LA

OverpricedLimited · 19
$10,900133,722 mi

Market: $8,997 – $9,995

Comparison: 19 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Eunice, LA

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Eunice, LA

Unscored
$10,900179,820 mi

Comparison: 21 similar vehicles

Eunice, LA

2016 Buick Regal Base

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

2016 Buick Regal Base

Eunice, LA

UnscoredInsufficient · 3
$10,900141,554 mi

Comparison: 3 similar vehicles

Eunice, LA

2016 Jeep Renegade Limited

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

2016 Jeep Renegade Limited

Eunice, LA

UnscoredInsufficient · 0
$10,900112,332 mi

Eunice, LA

2020 Chevrolet Sonic LT

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

2020 Chevrolet Sonic LT

Eunice, LA

UnscoredInsufficient · 3
$10,99089,419 mi

Comparison: 3 similar vehicles

Eunice, LA

2004 Chevrolet Tracker Base

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

2004 Chevrolet Tracker Base

Eunice, LA

UnscoredInsufficient · 0
$10,990104,847 mi

Eunice, LA

2018 Nissan Rogue Sport S

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

2018 Nissan Rogue Sport S

Eunice, LA

Unscored
$11,900125,869 mi

Comparison: 16 similar vehicles

Eunice, LA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Eunice, LA

Fair PriceLimited · 18
$11,90094,140 mi

Market: $6,495 – $18,995

Comparison: 18 similar vehicles

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

Eunice, LA

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Eunice, LA

Unscored
$11,90073,198 mi

Comparison: 7 similar vehicles

Eunice, LA

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

Eunice, LA

UnscoredInsufficient · 3
$11,900160,968 mi

Comparison: 3 similar vehicles

Eunice, LA

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Eunice, LA

Unscored
$12,900147,518 mi

Comparison: 73 similar vehicles

Eunice, LA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Eunice, LA

Fair PriceRobust · 71
$12,900112,108 mi

Market: $3,950 – $16,795

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Eunice, LA

2018 Ford Edge SE

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

2018 Ford Edge SE

Eunice, LA

Unscored
$12,900136,708 mi

Comparison: 9 similar vehicles

Eunice, LA

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Eunice, LA

Fair PriceModerate · 26
$12,90065,250 mi

Market: $3,800 – $13,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Eunice, LA

2016 Kia Optima LX

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

2016 Kia Optima LX

Eunice, LA

Fair PriceModerate · 39
$12,90075,235 mi

Market: $3,300 – $15,990

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Eunice, LA

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Eunice, LA

Unscored
$12,900151,310 mi

Comparison: 18 similar vehicles

Eunice, LA

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

Eunice, LA

Unscored
$12,900188,972 mi

Comparison: 63 similar vehicles

Eunice, LA

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Eunice, LA

UnscoredInsufficient · 0
$12,900127,262 mi

Eunice, LA

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Eunice, LA

Fair PriceLimited · 19
$12,990114,688 mi

Market: $4,457 – $14,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Eunice, LA

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Eunice, LA

Unscored
$12,990122,960 mi

Comparison: 30 similar vehicles

Eunice, LA

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Eunice, LA

Unscored
$12,990149,038 mi

Comparison: 26 similar vehicles

Eunice, LA

2018 Nissan Altima S

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

2018 Nissan Altima S

Eunice, LA

Fair PriceModerate · 26
$12,990112,467 mi

Market: $2,650 – $14,775

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 756 days listed (based on current market benchmarks)

Eunice, LA

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Eunice, LA

Fair PriceModerate · 39
$12,990113,395 mi

Market: $2,477 – $14,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 550 days listed (based on current market benchmarks)

Eunice, LA

2016 Toyota Tacoma SR

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

2016 Toyota Tacoma SR

Eunice, LA

Unscored
$12,990182,055 mi

Comparison: 17 similar vehicles

Eunice, LA

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Eunice, LA

UnscoredInsufficient · 3
$12,990149,753 mi

Comparison: 3 similar vehicles

Eunice, LA

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Eunice, LA

Unscored
$12,990150,117 mi

Comparison: 24 similar vehicles

Eunice, LA

2021 Kia Soul S

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

2021 Kia Soul S

Eunice, LA

Unscored
$13,500143,651 mi

Comparison: 24 similar vehicles

Eunice, LA

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Eunice, LA

Unscored
$13,500167,271 mi

Comparison: 56 similar vehicles

Eunice, LA

2020 Kia Optima LX

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

2020 Kia Optima LX

Eunice, LA

Unscored
$13,900141,614 mi

Comparison: 45 similar vehicles

Eunice, LA

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Eunice, LA

Unscored
$13,900120,955 mi

Comparison: 11 similar vehicles

Eunice, LA

2019 Dodge Charger SXT

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

2019 Dodge Charger SXT

Eunice, LA

Unscored
$13,900155,340 mi

Comparison: 77 similar vehicles

Eunice, LA

2019 Ford Fusion S

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

2019 Ford Fusion S

Eunice, LA

UnscoredInsufficient · 3
$13,90075,772 mi

Comparison: 3 similar vehicles

Eunice, LA

2018 Kia Optima EX

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

2018 Kia Optima EX

Eunice, LA

Fair PriceModerate · 22
$13,900112,558 mi

Market: $9,448 – $15,700

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Eunice, LA

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Eunice, LA

Unscored
$13,900104,130 mi

Comparison: 7 similar vehicles

Eunice, LA

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Eunice, LA

Unscored
$13,900141,685 mi

Comparison: 66 similar vehicles

Eunice, LA

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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