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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

53 listings found

2000 Ford Econoline Van

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

2000 Ford Econoline Van

Roland, OK

UnscoredInsufficient · 0
$6,995172,362 mi

Roland, OK

2009 Kia Optima LX

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

2009 Kia Optima LX

Roland, OK

UnscoredInsufficient · 4
$7,990135,926 mi

Comparison: 4 similar vehicles

Roland, OK

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Roland, OK

UnscoredInsufficient · 3
$9,950121,166 mi

Comparison: 3 similar vehicles

Roland, OK

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Roland, OK

UnscoredInsufficient · 0
$9,950199,867 mi

Roland, OK

2017 Hyundai Santa Fe SE

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

2017 Hyundai Santa Fe SE

Roland, OK

Unscored
$9,995162,403 mi

Comparison: 9 similar vehicles

Roland, OK

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Roland, OK

Unscored
$10,28799,319 mi

Comparison: 8 similar vehicles

Roland, OK

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Roland, OK

Unscored
$10,288144,419 mi

Comparison: 46 similar vehicles

Roland, OK

2013 Toyota Highlander Plus

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

2013 Toyota Highlander Plus

Roland, OK

Unscored
$10,900229,514 mi

Comparison: 16 similar vehicles

Roland, OK

2017 Ford Focus SEL

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

2017 Ford Focus SEL

Roland, OK

Unscored
$11,28785,893 mi

Comparison: 6 similar vehicles

Roland, OK

2019 Nissan Altima SL

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

2019 Nissan Altima SL

Roland, OK

Fair PriceModerate · 34
$12,900111,238 mi

Market: $10,777 – $18,495

Comparison: 34 similar vehicles

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

Roland, OK

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Roland, OK

Unscored
$12,950134,331 mi

Comparison: 15 similar vehicles

Roland, OK

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Roland, OK

Unscored
$13,500113,189 mi

Comparison: 9 similar vehicles

Roland, OK

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Roland, OK

UnscoredInsufficient · 3
$13,950166,811 mi

Comparison: 3 similar vehicles

Roland, OK

2016 Toyota Highlander Limited

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

2016 Toyota Highlander Limited

Roland, OK

Unscored
$14,288186,732 mi

Comparison: 25 similar vehicles

Roland, OK

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

Roland, OK

Fair PriceModerate · 44
$14,888105,644 mi

Market: $7,100 – $21,999

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 476 days listed (based on current market benchmarks)

Roland, OK

2019 Kia Niro LX

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

2019 Kia Niro LX

Roland, OK

Unscored
$14,90063,359 mi

Comparison: 5 similar vehicles

Roland, OK

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Roland, OK

Fair PriceLimited · 18
$14,950106,880 mi

Market: $8,795 – $19,995

Comparison: 18 similar vehicles

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

Roland, OK

2011 Lexus GX Base

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

2011 Lexus GX Base

Roland, OK

UnscoredInsufficient · 0
$14,950181,206 mi

Roland, OK

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Roland, OK

Fair PriceModerate · 26
$15,900111,409 mi

Market: $8,900 – $22,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Roland, OK

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Roland, OK

Fair PriceModerate · 21
$16,28792,855 mi

Market: $7,348 – $19,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Roland, OK

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Roland, OK

UnscoredInsufficient · 3
$16,288103,953 mi

Comparison: 3 similar vehicles

Roland, OK

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Roland, OK

Fair PriceLimited · 17
$17,28778,355 mi

Market: $9,850 – $17,895

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Roland, OK

2019 Chevrolet Silverado 1500 LD Custom

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

2019 Chevrolet Silverado 1500 LD Custom

Roland, OK

Great DealLimited · 10
$17,288118,807 mi

Market: $19,149 – $25,009

Comparison: 10 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 80 days listed (based on current market benchmarks)

Roland, OK

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Roland, OK

Unscored
$17,99997,509 mi

Comparison: 6 similar vehicles

Roland, OK

2015 Jeep Wrangler Rubicon

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

2015 Jeep Wrangler Rubicon

Roland, OK

UnscoredInsufficient · 4
$18,287126,370 mi

Comparison: 4 similar vehicles

Roland, OK

2020 Acura TLX Base

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

2020 Acura TLX Base

Roland, OK

Unscored
$18,288110,359 mi

Comparison: 5 similar vehicles

Roland, OK

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Roland, OK

Unscored
$18,500147,312 mi

Comparison: 8 similar vehicles

Roland, OK

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Roland, OK

UnscoredInsufficient · 3
$19,500139,236 mi

Comparison: 3 similar vehicles

Roland, OK

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Roland, OK

Unscored
$19,800133,115 mi

Comparison: 26 similar vehicles

Roland, OK

2016 GMC Yukon SLT

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

2016 GMC Yukon SLT

Roland, OK

Unscored
$19,900132,658 mi

Comparison: 5 similar vehicles

Roland, OK

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Roland, OK

Fair PriceModerate · 49
$19,90098,876 mi

Market: $7,999 – $22,995

Comparison: 49 similar vehicles

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

Roland, OK

2017 Chevrolet Silverado 1500 Work Truck 1WT

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

2017 Chevrolet Silverado 1500 Work Truck 1WT

Roland, OK

Fair PriceLimited · 18
$19,950107,177 mi

Market: $13,850 – $23,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Roland, OK

2019 Honda Odyssey Touring

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

2019 Honda Odyssey Touring

Roland, OK

Unscored
$20,287122,288 mi

Comparison: 12 similar vehicles

Roland, OK

2021 Chevrolet Blazer 1LT

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

2021 Chevrolet Blazer 1LT

Roland, OK

Fair PriceLimited · 10
$20,99071,745 mi

Market: $15,548 – $23,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Roland, OK

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Roland, OK

Unscored
$21,287119,276 mi

Comparison: 7 similar vehicles

Roland, OK

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Roland, OK

Fair PriceRobust · 58
$21,40017,251 mi

Market: $19,103 – $23,894

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Roland, OK

2017 RAM 1500 Pickup SLT

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

2017 RAM 1500 Pickup SLT

Roland, OK

Unscored
$21,500134,224 mi

Comparison: 15 similar vehicles

Roland, OK

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Roland, OK

OverpricedModerate · 35
$22,287102,004 mi

Market: $15,425 – $20,995

Comparison: 35 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Roland, OK

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Roland, OK

Fair PriceModerate · 44
$23,28776,315 mi

Market: $9,995 – $26,580

Comparison: 44 similar vehicles

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

Roland, OK

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Roland, OK

Fair PriceRobust · 169
$23,900114,649 mi

Market: $13,900 – $35,999

Comparison: 169 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Roland, OK

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Roland, OK

Fair PriceRobust · 373
$24,900100,542 mi

Market: $10,177 – $30,999

Comparison: 373 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Roland, OK

2019 Toyota Tacoma TRD Off Road

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

2019 Toyota Tacoma TRD Off Road

Roland, OK

Unscored
$24,900192,430 mi

Comparison: 35 similar vehicles

Roland, OK

2016 Toyota 4Runner Limited

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

2016 Toyota 4Runner Limited

Roland, OK

Unscored
$24,900148,828 mi

Comparison: 17 similar vehicles

Roland, OK

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Roland, OK

OverpricedLimited · 18
$25,28837,849 mi

Market: $15,600 – $24,603

Comparison: 18 similar vehicles

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

Roland, OK

2022 Kia Telluride SX

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

2022 Kia Telluride SX

Roland, OK

Fair PriceRobust · 131
$26,28898,073 mi

Market: $16,518 – $29,756

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 312 days listed (based on current market benchmarks)

Roland, OK

2022 Nissan Frontier S

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

2022 Nissan Frontier S

Roland, OK

OverpricedLimited · 13
$26,50098,966 mi

Market: $15,718 – $24,950

Comparison: 13 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Roland, OK

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Roland, OK

UnscoredInsufficient · 4
$26,50098,547 mi

Comparison: 4 similar vehicles

Roland, OK

2016 Cadillac Escalade ESV Luxury

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

2016 Cadillac Escalade ESV Luxury

Roland, OK

UnscoredInsufficient · 3
$26,95063,481 mi

Comparison: 3 similar vehicles

Roland, OK

2023 Toyota Tacoma SR

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

2023 Toyota Tacoma SR

Roland, OK

UnscoredInsufficient · 4
$27,28744,317 mi

Comparison: 4 similar vehicles

Roland, OK

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Roland, OK

Fair PriceLimited · 10
$27,500104,835 mi

Market: $16,980 – $31,999

Comparison: 10 similar vehicles

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

Roland, OK

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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