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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 15, 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

2,329 listings found

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Stonecrest, GA

Unscored
$6,441126,286 mi

Comparison: 5 similar vehicles

Stonecrest, GA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Stonecrest, GA

Unscored
$6,839195,000 mi

Comparison: 25 similar vehicles

Stonecrest, GA

2015 Toyota Avalon XLE Touring Hybrid

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

2015 Toyota Avalon XLE Touring Hybrid

Stonecrest, GA

UnscoredInsufficient · 0
$8,321212,818 mi

Stonecrest, GA

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Stonecrest, GA

Unscored
$8,562148,810 mi

Comparison: 8 similar vehicles

Stonecrest, GA

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Stonecrest, GA

Unscored
$8,888125,458 mi

Comparison: 5 similar vehicles

Stonecrest, GA

2012 Ford Explorer Limited

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

2012 Ford Explorer Limited

Stonecrest, GA

Unscored
$8,897179,938 mi

Comparison: 8 similar vehicles

Stonecrest, GA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Stonecrest, GA

UnscoredInsufficient · 3
$9,144125,978 mi

Comparison: 3 similar vehicles

Stonecrest, GA

2015 Nissan Murano S

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

2015 Nissan Murano S

Stonecrest, GA

UnscoredInsufficient · 4
$9,686102,993 mi

Comparison: 4 similar vehicles

Stonecrest, GA

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Stonecrest, GA

Unscored
$9,750151,032 mi

Comparison: 15 similar vehicles

Stonecrest, GA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Stonecrest, GA

OverpricedLimited · 19
$9,902166,551 mi

Market: $3,995 – $8,899

Comparison: 19 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Stonecrest, GA

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Stonecrest, GA

Fair PriceLimited · 10
$10,922101,538 mi

Market: $7,950 – $13,614

Comparison: 10 similar vehicles

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

Stonecrest, GA

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Stonecrest, GA

Fair PriceLimited · 15
$11,89893,029 mi

Market: $3,995 – $14,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Stonecrest, GA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Stonecrest, GA

UnscoredInsufficient · 0
$12,57056,806 mi

Stonecrest, GA

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Stonecrest, GA

UnscoredInsufficient · 0
$12,74255,870 mi

Stonecrest, GA

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Stonecrest, GA

Unscored
$12,968138,591 mi

Comparison: 49 similar vehicles

Stonecrest, GA

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Stonecrest, GA

Unscored
$13,284155,669 mi

Comparison: 29 similar vehicles

Stonecrest, GA

2019 Audi A4 Premium Plus

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

2019 Audi A4 Premium Plus

Stonecrest, GA

Unscored
$13,711105,090 mi

Comparison: 9 similar vehicles

Stonecrest, GA

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Stonecrest, GA

Fair PriceLimited · 15
$13,824103,919 mi

Market: $8,995 – $18,990

Comparison: 15 similar vehicles

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

Stonecrest, GA

2018 Audi Q7 Prestige

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

2018 Audi Q7 Prestige

Stonecrest, GA

Unscored
$13,985122,865 mi

Comparison: 20 similar vehicles

Stonecrest, GA

2020 Volkswagen Jetta SE

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

2020 Volkswagen Jetta SE

Stonecrest, GA

UnscoredInsufficient · 4
$13,98680,913 mi

Comparison: 4 similar vehicles

Stonecrest, GA

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Stonecrest, GA

Fair PriceModerate · 43
$14,10681,400 mi

Market: $9,990 – $18,971

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Stonecrest, GA

2019 BMW X1 28i

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

2019 BMW X1 28i

Stonecrest, GA

Great DealLimited · 14
$14,21679,254 mi

Market: $14,999 – $17,590

Comparison: 14 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 19 days listed (based on current market benchmarks)

Stonecrest, GA

2021 Nissan Rogue Sport S

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

2021 Nissan Rogue Sport S

Stonecrest, GA

Unscored
$14,29560,128 mi

Comparison: 5 similar vehicles

Stonecrest, GA

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Stonecrest, GA

Fair PriceModerate · 25
$14,359110,065 mi

Market: $10,698 – $17,997

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Stonecrest, GA

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Stonecrest, GA

Unscored
$14,379125,880 mi

Comparison: 38 similar vehicles

Stonecrest, GA

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Stonecrest, GA

Unscored
$14,382123,588 mi

Comparison: 12 similar vehicles

Stonecrest, GA

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Stonecrest, GA

Fair PriceModerate · 49
$14,61585,124 mi

Market: $8,500 – $18,487

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Stonecrest, GA

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Stonecrest, GA

Fair PriceModerate · 43
$14,851105,717 mi

Market: $7,800 – $17,901

Comparison: 43 similar vehicles

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

Stonecrest, GA

2015 Honda Accord Sport

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

2015 Honda Accord Sport

Stonecrest, GA

OverpricedLimited · 15
$14,904100,766 mi

Market: $9,500 – $14,500

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Stonecrest, GA

2020 Kia Sorento EX

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

2020 Kia Sorento EX

Stonecrest, GA

Unscored
$14,953131,856 mi

Comparison: 13 similar vehicles

Stonecrest, GA

2020 Chevrolet Impala 1LT

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

2020 Chevrolet Impala 1LT

Stonecrest, GA

Unscored
$14,967127,932 mi

Comparison: 9 similar vehicles

Stonecrest, GA

2018 Nissan Pathfinder Platinum

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

2018 Nissan Pathfinder Platinum

Stonecrest, GA

OverpricedLimited · 10
$15,03585,496 mi

Market: $10,899 – $11,947

Comparison: 10 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Stonecrest, GA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Stonecrest, GA

Fair PriceRobust · 230
$15,49468,987 mi

Market: $12,378 – $23,937

Comparison: 230 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Stonecrest, GA

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Stonecrest, GA

Fair PriceRobust · 57
$15,867115,350 mi

Market: $11,900 – $22,937

Comparison: 57 similar vehicles

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

Stonecrest, GA

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Stonecrest, GA

Fair PriceModerate · 35
$15,89884,433 mi

Market: $6,990 – $17,998

Comparison: 35 similar vehicles

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

Stonecrest, GA

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Stonecrest, GA

Unscored
$15,953129,696 mi

Comparison: 5 similar vehicles

Stonecrest, GA

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Stonecrest, GA

Fair PriceModerate · 28
$15,99874,733 mi

Market: $7,200 – $16,499

Comparison: 28 similar vehicles

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

Stonecrest, GA

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

Stonecrest, GA

Unscored
$16,259122,682 mi

Comparison: 8 similar vehicles

Stonecrest, GA

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Stonecrest, GA

OverpricedLimited · 16
$16,68073,599 mi

Market: $9,438 – $15,349

Comparison: 16 similar vehicles

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

Stonecrest, GA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Stonecrest, GA

UnscoredInsufficient · 0
$16,88440,839 mi

Stonecrest, GA

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Stonecrest, GA

Unscored
$16,898162,342 mi

Comparison: 9 similar vehicles

Stonecrest, GA

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Stonecrest, GA

Fair PriceModerate · 24
$17,494109,296 mi

Market: $8,999 – $24,299

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Stonecrest, GA

2022 Hyundai Sonata SEL

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

2022 Hyundai Sonata SEL

Stonecrest, GA

Unscored
$17,52855,470 mi

Comparison: 6 similar vehicles

Stonecrest, GA

2022 Hyundai Elantra SEL

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

2022 Hyundai Elantra SEL

Stonecrest, GA

Fair PriceLimited · 17
$17,61349,513 mi

Market: $16,465 – $20,192

Comparison: 17 similar vehicles

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

Stonecrest, GA

2020 Kia Telluride EX

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

2020 Kia Telluride EX

Stonecrest, GA

Unscored
$17,879125,753 mi

Comparison: 33 similar vehicles

Stonecrest, GA

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Stonecrest, GA

Fair PriceRobust · 139
$17,89563,720 mi

Market: $12,999 – $23,944

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Stonecrest, GA

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Stonecrest, GA

UnscoredInsufficient · 3
$17,898144,666 mi

Comparison: 3 similar vehicles

Stonecrest, GA

2024 Hyundai Santa Cruz SEL

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

2024 Hyundai Santa Cruz SEL

Stonecrest, GA

Unscored
$17,99992,593 mi

Comparison: 18 similar vehicles

Stonecrest, GA

2021 Nissan Murano SL

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

2021 Nissan Murano SL

Stonecrest, GA

Fair PriceLimited · 13
$18,03899,899 mi

Market: $7,499 – $22,603

Comparison: 13 similar vehicles

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

Stonecrest, GA

2019 BMW X3 30i

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

2019 BMW X3 30i

Stonecrest, GA

Fair PriceRobust · 91
$18,04472,799 mi

Market: $10,900 – $21,998

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Stonecrest, GA

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 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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