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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 5, 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

48 listings found

2009 Toyota Prius Touring

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

2009 Toyota Prius Touring

Arlington, TN

UnscoredInsufficient · 0
$4,957264,324 mi

Arlington, TN

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Arlington, TN

Fair PriceLimited · 11
$6,957111,837 mi

Market: $4,500 – $9,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Arlington, TN

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Arlington, TN

Unscored
$7,50096,104 mi

Comparison: 7 similar vehicles

Arlington, TN

2010 GMC Acadia SLE

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

2010 GMC Acadia SLE

Arlington, TN

UnscoredInsufficient · 0
$7,625145,606 mi

Arlington, TN

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Arlington, TN

UnscoredInsufficient · 4
$7,957174,650 mi

Comparison: 4 similar vehicles

Arlington, TN

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Arlington, TN

Unscored
$10,957195,731 mi

Comparison: 39 similar vehicles

Arlington, TN

2016 Audi A4 Premium

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

2016 Audi A4 Premium

Arlington, TN

UnscoredInsufficient · 0
$10,957130,342 mi

Arlington, TN

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Arlington, TN

Fair PriceLimited · 15
$11,457100,441 mi

Market: $6,500 – $15,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Arlington, TN

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Arlington, TN

Fair PriceLimited · 19
$11,957111,387 mi

Market: $11,995 – $17,595

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 111 days listed (based on current market benchmarks)

Arlington, TN

2019 Nissan Armada SL

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

2019 Nissan Armada SL

Arlington, TN

Unscored
$11,957188,094 mi

Comparison: 14 similar vehicles

Arlington, TN

2016 BMW X1 28i

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

2016 BMW X1 28i

Arlington, TN

UnscoredInsufficient · 4
$11,95797,188 mi

Comparison: 4 similar vehicles

Arlington, TN

2016 Nissan Altima SL

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

2016 Nissan Altima SL

Arlington, TN

Great DealLimited · 14
$12,45786,725 mi

Market: $14,640 – $17,998

Comparison: 14 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 253 days listed (based on current market benchmarks)

Arlington, TN

2018 Hyundai Sonata Sport

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

2018 Hyundai Sonata Sport

Arlington, TN

Fair PriceLimited · 14
$12,95783,400 mi

Market: $7,495 – $14,294

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Arlington, TN

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Arlington, TN

Fair PriceLimited · 14
$12,95789,367 mi

Market: $11,499 – $15,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Arlington, TN

2016 Volvo XC90 R-Design

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

2016 Volvo XC90 R-Design

Arlington, TN

UnscoredInsufficient · 0
$12,957136,300 mi

Arlington, TN

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Arlington, TN

Great DealModerate · 40
$13,957114,955 mi

Market: $16,141 – $18,766

Comparison: 40 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Arlington, TN

2018 Ford Taurus SEL

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

2018 Ford Taurus SEL

Arlington, TN

UnscoredInsufficient · 0
$13,95767,147 mi

Arlington, TN

2015 Lexus IS 250

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

2015 Lexus IS 250

Arlington, TN

Unscored
$13,957152,688 mi

Comparison: 8 similar vehicles

Arlington, TN

2009 Mazda MX-5 Miata Sport

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

2009 Mazda MX-5 Miata Sport

Arlington, TN

UnscoredInsufficient · 0
$13,95771,111 mi

Arlington, TN

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Arlington, TN

Unscored
$13,957186,969 mi

Comparison: 5 similar vehicles

Arlington, TN

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Arlington, TN

Fair PriceModerate · 40
$14,45795,975 mi

Market: $7,900 – $17,920

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Arlington, TN

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Arlington, TN

Fair PriceModerate · 20
$14,457109,410 mi

Market: $10,850 – $24,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Arlington, TN

2018 Audi Q7 Premium

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

2018 Audi Q7 Premium

Arlington, TN

UnscoredInsufficient · 0
$14,65795,947 mi

Arlington, TN

2019 Audi Q5 Premium Plus

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

2019 Audi Q5 Premium Plus

Arlington, TN

UnscoredInsufficient · 3
$14,95797,431 mi

Comparison: 3 similar vehicles

Arlington, TN

2018 Honda Accord LX

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

2018 Honda Accord LX

Arlington, TN

UnscoredInsufficient · 4
$14,957111,639 mi

Comparison: 4 similar vehicles

Arlington, TN

2015 Dodge Durango Citadel

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

2015 Dodge Durango Citadel

Arlington, TN

Unscored
$14,957126,510 mi

Comparison: 6 similar vehicles

Arlington, TN

2022 Hyundai Kona N Line

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

2022 Hyundai Kona N Line

Arlington, TN

Unscored
$15,95787,224 mi

Comparison: 10 similar vehicles

Arlington, TN

2020 Jeep Renegade Trailhawk

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

2020 Jeep Renegade Trailhawk

Arlington, TN

UnscoredInsufficient · 0
$15,95770,245 mi

Arlington, TN

2018 BMW X5 sDrive35i

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

2018 BMW X5 sDrive35i

Arlington, TN

Unscored
$15,957102,615 mi

Comparison: 7 similar vehicles

Arlington, TN

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Arlington, TN

Fair PriceModerate · 39
$15,957117,045 mi

Market: $9,900 – $20,100

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Arlington, TN

2023 Kia Rio S

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

2023 Kia Rio S

Arlington, TN

UnscoredInsufficient · 0
$16,95726,387 mi

Arlington, TN

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Arlington, TN

Unscored
$17,65782,627 mi

Comparison: 9 similar vehicles

Arlington, TN

2018 Audi A6 Premium

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

2018 Audi A6 Premium

Arlington, TN

UnscoredInsufficient · 0
$17,65769,784 mi

Arlington, TN

2017 Cadillac XT5 Premium Luxury

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

2017 Cadillac XT5 Premium Luxury

Arlington, TN

OverpricedLimited · 11
$17,65786,014 mi

Market: $14,900 – $17,299

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Arlington, TN

2017 BMW 5 Series 540i

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

2017 BMW 5 Series 540i

Arlington, TN

UnscoredInsufficient · 0
$17,65789,667 mi

Arlington, TN

2021 INFINITI QX50 Luxe

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

2021 INFINITI QX50 Luxe

Arlington, TN

Fair PriceLimited · 12
$17,957107,786 mi

Market: $15,500 – $20,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Arlington, TN

2019 Audi Q7 Prestige

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

2019 Audi Q7 Prestige

Arlington, TN

Unscored
$17,957109,964 mi

Comparison: 9 similar vehicles

Arlington, TN

2018 Jeep Grand Cherokee Overland

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

2018 Jeep Grand Cherokee Overland

Arlington, TN

UnscoredInsufficient · 0
$17,957100,050 mi

Arlington, TN

2018 Honda Civic LX

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

2018 Honda Civic LX

Arlington, TN

UnscoredInsufficient · 0
$18,95727,345 mi

Arlington, TN

2018 Ford F-150 Platinum

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

2018 Ford F-150 Platinum

Arlington, TN

Unscored
$20,957190,183 mi

Comparison: 30 similar vehicles

Arlington, TN

2020 Honda Pilot EX-L

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

2020 Honda Pilot EX-L

Arlington, TN

Fair PriceModerate · 26
$21,957106,809 mi

Market: $17,430 – $25,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Arlington, TN

2017 Toyota Tacoma SR5

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

2017 Toyota Tacoma SR5

Arlington, TN

Unscored
$21,957152,447 mi

Comparison: 15 similar vehicles

Arlington, TN

2019 Volvo XC90 Inscription

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

2019 Volvo XC90 Inscription

Arlington, TN

Fair PriceModerate · 26
$22,65769,877 mi

Market: $16,876 – $22,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Arlington, TN

2022 Audi Q5 Sportback Premium Plus

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

2022 Audi Q5 Sportback Premium Plus

Arlington, TN

UnscoredInsufficient · 0
$24,45769,875 mi

Arlington, TN

2023 Honda Accord Hybrid Sport

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

2023 Honda Accord Hybrid Sport

Arlington, TN

UnscoredInsufficient · 4
$26,49852,977 mi

Comparison: 4 similar vehicles

Arlington, TN

2022 Tesla Model 3 Performance

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

2022 Tesla Model 3 Performance

Arlington, TN

Unscored
$27,55782,331 mi

Comparison: 5 similar vehicles

Arlington, TN

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Arlington, TN

Fair PriceModerate · 34
$28,957113,712 mi

Market: $24,297 – $34,017

Comparison: 34 similar vehicles

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

Arlington, TN

2021 Chevrolet Suburban Z71

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

2021 Chevrolet Suburban Z71

Arlington, TN

Fair PriceModerate · 47
$36,957100,623 mi

Market: $26,608 – $47,129

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Arlington, TN

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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