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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 6, 2026

7.1M+

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

1,360 listings found

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Pineville, NC

Unscored
$4,200174,799 mi

Comparison: 5 similar vehicles

Pineville, NC

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Pineville, NC

UnscoredInsufficient · 3
$6,599189,432 mi

Comparison: 3 similar vehicles

Pineville, NC

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Pineville, NC

Unscored
$10,000130,612 mi

Comparison: 8 similar vehicles

Pineville, NC

2016 Volvo XC60 T6 Platinum

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

2016 Volvo XC60 T6 Platinum

Pineville, NC

UnscoredInsufficient · 0
$10,896123,710 mi

Pineville, NC

2012 Toyota Camry L

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

2012 Toyota Camry L

Pineville, NC

Unscored
$10,899121,622 mi

Comparison: 15 similar vehicles

Pineville, NC

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Pineville, NC

Fair PriceLimited · 18
$11,500108,041 mi

Market: $3,270 – $11,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Pineville, NC

2017 Ford Escape SE

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

2017 Ford Escape SE

Pineville, NC

Fair PriceModerate · 46
$11,89973,853 mi

Market: $5,295 – $13,590

Comparison: 46 similar vehicles

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

Pineville, NC

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Pineville, NC

Fair PriceModerate · 45
$12,54497,947 mi

Market: $12,701 – $21,798

Comparison: 45 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 31 days listed (based on current market benchmarks)

Pineville, NC

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Pineville, NC

Fair PriceModerate · 24
$12,889Mileage not verified

Market: $8,900 – $17,594

Comparison: 24 similar vehicles

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

Pineville, NC

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Pineville, NC

Great DealModerate · 20
$12,99972,620 mi

Market: $15,590 – $16,540

Comparison: 20 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 94 days listed (based on current market benchmarks)

Pineville, NC

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Pineville, NC

Great DealModerate · 33
$13,800113,120 mi

Market: $14,499 – $17,919

Comparison: 33 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Pineville, NC

2016 Lincoln MKZ Base

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

2016 Lincoln MKZ Base

Pineville, NC

Fair PriceLimited · 11
$13,99884,465 mi

Market: $5,000 – $15,590

Comparison: 11 similar vehicles

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

Pineville, NC

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Pineville, NC

UnscoredInsufficient · 0
$13,99846,977 mi

Pineville, NC

2018 Toyota C-HR XLE

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

2018 Toyota C-HR XLE

Pineville, NC

Fair PriceLimited · 13
$14,000106,714 mi

Market: $10,900 – $15,900

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Pineville, NC

2019 BMW X3 30i

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

2019 BMW X3 30i

Pineville, NC

Fair PriceRobust · 191
$14,39995,885 mi

Market: $9,995 – $21,890

Comparison: 191 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Pineville, NC

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Pineville, NC

Fair PriceModerate · 24
$14,59990,350 mi

Market: $8,900 – $17,594

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Pineville, NC

2015 Ford Focus S

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

2015 Ford Focus S

Pineville, NC

UnscoredInsufficient · 0
$14,59926,941 mi

Pineville, NC

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Pineville, NC

Unscored
$14,59975,144 mi

Comparison: 8 similar vehicles

Pineville, NC

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Pineville, NC

Fair PriceModerate · 39
$14,64476,372 mi

Market: $9,995 – $16,186

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Pineville, NC

2018 Mazda CX-5 Grand Touring

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

2018 Mazda CX-5 Grand Touring

Pineville, NC

Unscored
$14,761145,653 mi

Comparison: 19 similar vehicles

Pineville, NC

2015 RAM 1500 Pickup Laramie

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

2015 RAM 1500 Pickup Laramie

Pineville, NC

Unscored
$14,899167,720 mi

Comparison: 6 similar vehicles

Pineville, NC

2020 Kia Soul S

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

2020 Kia Soul S

Pineville, NC

Unscored
$14,99878,035 mi

Comparison: 6 similar vehicles

Pineville, NC

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Pineville, NC

Unscored
$14,998110,550 mi

Comparison: 6 similar vehicles

Pineville, NC

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Pineville, NC

Fair PriceModerate · 34
$14,99883,613 mi

Market: $8,894 – $16,066

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Pineville, NC

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Pineville, NC

OverpricedLimited · 11
$14,99894,718 mi

Market: $4,900 – $12,796

Comparison: 11 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Pineville, NC

2018 Toyota C-HR XLE Premium

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

2018 Toyota C-HR XLE Premium

Pineville, NC

Unscored
$15,000104,546 mi

Comparison: 5 similar vehicles

Pineville, NC

2020 Volkswagen Jetta SEL Premium

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

2020 Volkswagen Jetta SEL Premium

Pineville, NC

UnscoredInsufficient · 0
$15,14465,099 mi

Pineville, NC

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Pineville, NC

Fair PriceLimited · 15
$15,396115,378 mi

Market: $13,584 – $24,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Pineville, NC

2018 Mercedes-Benz CLA CLA250

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

2018 Mercedes-Benz CLA CLA250

Pineville, NC

Unscored
$15,75373,360 mi

Comparison: 7 similar vehicles

Pineville, NC

2019 Volkswagen Tiguan S

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

2019 Volkswagen Tiguan S

Pineville, NC

UnscoredInsufficient · 3
$15,99871,568 mi

Comparison: 3 similar vehicles

Pineville, NC

2017 Acura RDX AcuraWatch Plus Package

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

2017 Acura RDX AcuraWatch Plus Package

Pineville, NC

UnscoredInsufficient · 3
$15,998116,600 mi

Comparison: 3 similar vehicles

Pineville, NC

2015 Acura TLX Base

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

2015 Acura TLX Base

Pineville, NC

UnscoredInsufficient · 4
$15,99899,584 mi

Comparison: 4 similar vehicles

Pineville, NC

2015 Toyota Corolla L

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

2015 Toyota Corolla L

Pineville, NC

UnscoredInsufficient · 4
$15,99897,882 mi

Comparison: 4 similar vehicles

Pineville, NC

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Pineville, NC

Unscored
$15,998110,167 mi

Comparison: 7 similar vehicles

Pineville, NC

2022 Volkswagen Atlas SE w/Tech

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

2022 Volkswagen Atlas SE w/Tech

Pineville, NC

Fair PriceModerate · 39
$16,800100,445 mi

Market: $16,748 – $24,990

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Pineville, NC

2021 Hyundai Elantra SEL

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

2021 Hyundai Elantra SEL

Pineville, NC

Fair PriceModerate · 24
$16,889Mileage not verified

Market: $9,995 – $17,686

Comparison: 24 similar vehicles

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

Pineville, NC

2023 Kia Rio S

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

2023 Kia Rio S

Pineville, NC

UnscoredInsufficient · 4
$16,99840,195 mi

Comparison: 4 similar vehicles

Pineville, NC

2020 Nissan Sentra S

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

2020 Nissan Sentra S

Pineville, NC

Unscored
$16,99867,753 mi

Comparison: 13 similar vehicles

Pineville, NC

2019 Mazda CX-5 Touring

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

2019 Mazda CX-5 Touring

Pineville, NC

Unscored
$16,998124,764 mi

Comparison: 44 similar vehicles

Pineville, NC

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Pineville, NC

OverpricedModerate · 28
$16,99865,556 mi

Market: $8,500 – $12,173

Comparison: 28 similar vehicles

Priced ~40% above the typical market range for similar vehicles (based on current market benchmarks)

Pineville, NC

2016 Mazda CX-5 Sport

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

2016 Mazda CX-5 Sport

Pineville, NC

Unscored
$16,99869,862 mi

Comparison: 6 similar vehicles

Pineville, NC

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Pineville, NC

Unscored
$16,99896,949 mi

Comparison: 8 similar vehicles

Pineville, NC

2019 Honda HR-V EX

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

2019 Honda HR-V EX

Pineville, NC

Fair PriceLimited · 11
$17,41985,531 mi

Market: $8,700 – $23,894

Comparison: 11 similar vehicles

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

Pineville, NC

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

Pineville, NC

Fair PriceRobust · 55
$17,85378,979 mi

Market: $15,798 – $22,937

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Pineville, NC

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Pineville, NC

Unscored
$17,89992,386 mi

Comparison: 6 similar vehicles

Pineville, NC

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Pineville, NC

Fair PriceRobust · 154
$17,99842,305 mi

Market: $14,796 – $20,088

Comparison: 154 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Pineville, NC

2024 Ford Escape Active

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

2024 Ford Escape Active

Pineville, NC

Unscored
$17,99852,255 mi

Comparison: 6 similar vehicles

Pineville, NC

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Pineville, NC

Fair PriceModerate · 46
$17,99855,859 mi

Market: $16,477 – $19,314

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Pineville, NC

2022 Ford Escape S

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

2022 Ford Escape S

Pineville, NC

Unscored
$17,99822,579 mi

Comparison: 7 similar vehicles

Pineville, NC

2022 Hyundai Elantra SEL

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

2022 Hyundai Elantra SEL

Pineville, NC

Fair PriceModerate · 26
$17,99881,828 mi

Market: $15,353 – $18,016

Comparison: 26 similar vehicles

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

Pineville, NC

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 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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