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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

150 listings found

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Wise, VA

UnscoredLimited · 10
$3,899138,931 mi

Comparison: 10 similar vehicles

Wise, VA

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Wise, VA

UnscoredLimited · 5
$5,399199,976 mi

Comparison: 5 similar vehicles

Wise, VA

2008 Nissan Altima S

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

2008 Nissan Altima S

Wise, VA

UnscoredLimited · 8
$6,199127,219 mi

Comparison: 8 similar vehicles

Wise, VA

2009 Jeep Wrangler Unlimited Sahara

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

2009 Jeep Wrangler Unlimited Sahara

Wise, VA

UnscoredInsufficient · 0
$7,399214,753 mi

Wise, VA

2012 Chevrolet Avalanche LS

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

2012 Chevrolet Avalanche LS

Wise, VA

UnscoredInsufficient · 0
$7,723243,648 mi

Wise, VA

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Wise, VA

UnscoredLimited · 8
$7,79082,118 mi

Comparison: 8 similar vehicles

Wise, VA

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Wise, VA

UnscoredInsufficient · 0
$8,92029,131 mi

Wise, VA

2008 Jeep Wrangler Unlimited Sahara

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

2008 Jeep Wrangler Unlimited Sahara

Wise, VA

UnscoredInsufficient · 3
$10,990152,398 mi

Comparison: 3 similar vehicles

Wise, VA

2018 Ford Escape SE

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

2018 Ford Escape SE

Wise, VA

Fair PriceRobust · 176
$11,79999,705 mi

Market: $5,337 – $19,494

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Wise, VA

2021 Nissan NV200 SV

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

2021 Nissan NV200 SV

Wise, VA

UnscoredLimited · 12
$12,027120,757 mi

Comparison: 12 similar vehicles

Wise, VA

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Wise, VA

Fair PriceModerate · 41
$12,89991,714 mi

Market: $6,995 – $32,424

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Wise, VA

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Wise, VA

UnscoredInsufficient · 4
$12,999125,278 mi

Comparison: 4 similar vehicles

Wise, VA

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Wise, VA

Fair PriceModerate · 45
$14,39989,279 mi

Market: $7,899 – $14,998

Comparison: 45 similar vehicles

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

Wise, VA

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Wise, VA

Fair PriceRobust · 139
$14,990112,312 mi

Market: $8,933 – $18,990

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Wise, VA

2016 Chevrolet Silverado 1500 LTZ

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

2016 Chevrolet Silverado 1500 LTZ

Wise, VA

UnscoredRobust · 71
$14,998162,851 mi

Comparison: 71 similar vehicles

Wise, VA

2019 Ford F-550 Super Duty Chassis Cab XL

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

2019 Ford F-550 Super Duty Chassis Cab XL

Wise, VA

UnscoredLimited · 8
$15,799293,984 mi

Comparison: 8 similar vehicles

Wise, VA

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Wise, VA

UnscoredRobust · 74
$15,991140,166 mi

Comparison: 74 similar vehicles

Wise, VA

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Wise, VA

Fair PriceRobust · 181
$15,999102,451 mi

Market: $7,800 – $21,995

Comparison: 181 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Wise, VA

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Wise, VA

Fair PriceRobust · 135
$16,49079,001 mi

Market: $9,998 – $20,967

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Wise, VA

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Wise, VA

UnscoredLimited · 6
$18,992140,923 mi

Comparison: 6 similar vehicles

Wise, VA

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Wise, VA

UnscoredInsufficient · 3
$19,499147,725 mi

Comparison: 3 similar vehicles

Wise, VA

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Wise, VA

Fair PriceRobust · 53
$19,99088,142 mi

Market: $14,500 – $27,777

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Wise, VA

2018 RAM 1500 Pickup Laramie Limited

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

2018 RAM 1500 Pickup Laramie Limited

Wise, VA

UnscoredLimited · 9
$19,990191,239 mi

Comparison: 9 similar vehicles

Wise, VA

2019 Toyota Tacoma SR

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

2019 Toyota Tacoma SR

Wise, VA

UnscoredRobust · 114
$20,991176,171 mi

Comparison: 114 similar vehicles

Wise, VA

2022 Ford Escape SE

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

2022 Ford Escape SE

Wise, VA

OverpricedRobust · 90
$21,49940,400 mi

Market: $14,933 – $20,989

Comparison: 90 similar vehicles

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

Wise, VA

2024 Kia Forte GT-Line

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

2024 Kia Forte GT-Line

Wise, VA

Fair PriceRobust · 80
$21,96612,696 mi

Market: $20,696 – $26,685

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Wise, VA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Wise, VA

UnscoredLimited · 7
$23,999149,442 mi

Comparison: 7 similar vehicles

Wise, VA

2023 Subaru Forester Base

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

2023 Subaru Forester Base

Wise, VA

UnscoredInsufficient · 0
$24,19927,195 mi

Wise, VA

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Wise, VA

Fair PriceRobust · 68
$24,44391,249 mi

Market: $15,956 – $27,122

Comparison: 68 similar vehicles

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

Wise, VA

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Wise, VA

UnscoredLimited · 6
$24,950130,680 mi

Comparison: 6 similar vehicles

Wise, VA

2021 Jeep Wrangler Sport S

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

2021 Jeep Wrangler Sport S

Wise, VA

UnscoredInsufficient · 3
$24,99948,727 mi

Comparison: 3 similar vehicles

Wise, VA

2023 Subaru Crosstrek Limited

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

2023 Subaru Crosstrek Limited

Wise, VA

Fair PriceRobust · 84
$25,15754,886 mi

Market: $23,138 – $27,682

Comparison: 84 similar vehicles

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

Wise, VA

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Wise, VA

UnscoredLimited · 10
$25,492131,690 mi

Comparison: 10 similar vehicles

Wise, VA

2022 Kia Telluride EX

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

2022 Kia Telluride EX

Wise, VA

UnscoredInsufficient · 3
$25,867142,981 mi

Comparison: 3 similar vehicles

Wise, VA

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Wise, VA

UnscoredInsufficient · 3
$26,499114,424 mi

Comparison: 3 similar vehicles

Wise, VA

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Wise, VA

Fair PriceModerate · 37
$27,29951,234 mi

Market: $18,977 – $28,670

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Wise, VA

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Wise, VA

Fair PriceLimited · 17
$29,2703,073 mi

Market: $25,897 – $32,224

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Wise, VA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Wise, VA

OverpricedLimited · 12
$30,99846,222 mi

Market: $24,398 – $30,510

Comparison: 12 similar vehicles

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

Wise, VA

2022 RAM 1500 Pickup Tradesman

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

2022 RAM 1500 Pickup Tradesman

Wise, VA

UnscoredInsufficient · 3
$30,998124,133 mi

Comparison: 3 similar vehicles

Wise, VA

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

Wise, VA

UnscoredLimited · 6
$31,79999,826 mi

Comparison: 6 similar vehicles

Wise, VA

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Wise, VA

Fair PriceModerate · 23
$32,684Mileage not verified

Market: $32,039 – $38,970

Comparison: 23 similar vehicles

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

Wise, VA

2021 Toyota Sienna XLE

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

2021 Toyota Sienna XLE

Wise, VA

Fair PriceRobust · 80
$33,52269,338 mi

Market: $26,995 – $51,900

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Wise, VA

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Wise, VA

Fair PriceModerate · 23
$33,829Mileage not verified

Market: $32,039 – $38,970

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Wise, VA

2026 Hyundai Santa Fe SEL

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

2026 Hyundai Santa Fe SEL

Wise, VA

Fair PriceRobust · 246
$33,99819,635 mi

Market: $27,522 – $39,494

Comparison: 246 similar vehicles

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

Wise, VA

2025 GENESIS GV70 Standard

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

2025 GENESIS GV70 Standard

Wise, VA

Fair PriceModerate · 37
$33,99843,137 mi

Market: $28,196 – $35,911

Comparison: 37 similar vehicles

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

Wise, VA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Wise, VA

Fair PriceRobust · 888
$34,254Mileage not verified

Market: $26,622 – $43,284

Comparison: 888 similar vehicles

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

Wise, VA

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Wise, VA

Fair PriceRobust · 74
$34,39960,644 mi

Market: $17,450 – $37,999

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Wise, VA

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Wise, VA

Fair PriceModerate · 23
$34,929Mileage not verified

Market: $32,039 – $38,970

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Wise, VA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Wise, VA

UnscoredLimited · 9
$35,634325 mi

Comparison: 9 similar vehicles

Wise, VA

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Wise, VA

Fair PriceModerate · 23
$36,074Mileage not verified

Market: $32,039 – $38,970

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Wise, VA

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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