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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

146 listings found

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Mountain View, AR

UnscoredInsufficient · 0
$11,51079,155 mi

Mountain View, AR

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

Mountain View, AR

Fair PriceRobust · 82
$14,04498,695 mi

Market: $6,995 – $18,695

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Mountain View, AR

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Mountain View, AR

UnscoredInsufficient · 3
$18,02973,273 mi

Comparison: 3 similar vehicles

Mountain View, AR

2012 Jeep Wrangler Unlimited Rubicon

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

2012 Jeep Wrangler Unlimited Rubicon

Mountain View, AR

Fair PriceLimited · 14
$18,67979,744 mi

Market: $10,999 – $21,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Mountain View, AR

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Mountain View, AR

Fair PriceModerate · 21
$18,86780,632 mi

Market: $8,995 – $21,900

Comparison: 21 similar vehicles

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

Mountain View, AR

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Mountain View, AR

Fair PriceRobust · 86
$19,57489,185 mi

Market: $8,995 – $22,963

Comparison: 86 similar vehicles

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

Mountain View, AR

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Mountain View, AR

Unscored
$19,82247,198 mi

Comparison: 28 similar vehicles

Mountain View, AR

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Mountain View, AR

Fair PriceModerate · 40
$19,98445,356 mi

Market: $18,287 – $22,900

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Mountain View, AR

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Mountain View, AR

Fair PriceRobust · 74
$20,35448,054 mi

Market: $19,213 – $23,415

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Mountain View, AR

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Mountain View, AR

Unscored
$20,61943,680 mi

Comparison: 7 similar vehicles

Mountain View, AR

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Mountain View, AR

Fair PriceRobust · 89
$21,39955,774 mi

Market: $20,398 – $27,394

Comparison: 89 similar vehicles

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

Mountain View, AR

2017 Jeep Wrangler Sport

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

2017 Jeep Wrangler Sport

Mountain View, AR

UnscoredInsufficient · 0
$21,46329,883 mi

Mountain View, AR

2023 Hyundai Santa Fe SE

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

2023 Hyundai Santa Fe SE

Mountain View, AR

UnscoredInsufficient · 0
$21,59439,050 mi

Mountain View, AR

2023 Nissan Murano SL

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

2023 Nissan Murano SL

Mountain View, AR

Fair PriceLimited · 16
$21,93470,316 mi

Market: $20,399 – $25,988

Comparison: 16 similar vehicles

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

Mountain View, AR

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Mountain View, AR

Fair PriceModerate · 25
$22,30643,027 mi

Market: $19,876 – $23,825

Comparison: 25 similar vehicles

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

Mountain View, AR

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Mountain View, AR

Fair PriceRobust · 66
$23,07271,139 mi

Market: $14,579 – $23,899

Comparison: 66 similar vehicles

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

Mountain View, AR

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Mountain View, AR

Fair PriceRobust · 532
$23,79966,158 mi

Market: $17,548 – $31,975

Comparison: 532 similar vehicles

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

Mountain View, AR

2022 Ford Edge ST-Line

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

2022 Ford Edge ST-Line

Mountain View, AR

Unscored
$24,16947,299 mi

Comparison: 9 similar vehicles

Mountain View, AR

2023 Subaru Crosstrek Limited

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

2023 Subaru Crosstrek Limited

Mountain View, AR

Fair PriceModerate · 27
$25,11342,914 mi

Market: $22,911 – $29,629

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Mountain View, AR

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Mountain View, AR

Fair PriceRobust · 52
$25,500105,453 mi

Market: $13,392 – $33,999

Comparison: 52 similar vehicles

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

Mountain View, AR

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Mountain View, AR

Fair PriceRobust · 167
$25,52295,710 mi

Market: $11,995 – $35,988

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Mountain View, AR

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Mountain View, AR

Fair PriceRobust · 80
$25,559Mileage not verified

Market: $25,060 – $30,423

Comparison: 80 similar vehicles

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

Mountain View, AR

2024 Hyundai Santa Cruz SE

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

2024 Hyundai Santa Cruz SE

Mountain View, AR

UnscoredInsufficient · 3
$26,01439,935 mi

Comparison: 3 similar vehicles

Mountain View, AR

2025 Mazda CX-5 S Preferred package

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

2025 Mazda CX-5 S Preferred package

Mountain View, AR

Fair PriceModerate · 41
$26,52925,866 mi

Market: $24,990 – $28,609

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Mountain View, AR

2024 Hyundai Santa Cruz Night

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

2024 Hyundai Santa Cruz Night

Mountain View, AR

Unscored
$27,71734,200 mi

Comparison: 7 similar vehicles

Mountain View, AR

2024 Subaru Ascent Premium

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

2024 Subaru Ascent Premium

Mountain View, AR

UnscoredInsufficient · 4
$27,79539,981 mi

Comparison: 4 similar vehicles

Mountain View, AR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Mountain View, AR

UnscoredInsufficient · 3
$27,959Mileage not verified

Comparison: 3 similar vehicles

Mountain View, AR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Mountain View, AR

UnscoredInsufficient · 3
$27,959Mileage not verified

Comparison: 3 similar vehicles

Mountain View, AR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Mountain View, AR

UnscoredInsufficient · 3
$27,959Mileage not verified

Comparison: 3 similar vehicles

Mountain View, AR

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Mountain View, AR

UnscoredInsufficient · 3
$27,959Mileage not verified

Comparison: 3 similar vehicles

Mountain View, AR

2022 Chevrolet Traverse 3LT

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

2022 Chevrolet Traverse 3LT

Mountain View, AR

UnscoredInsufficient · 0
$28,11752,493 mi

Mountain View, AR

2025 Nissan Pathfinder SV

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

2025 Nissan Pathfinder SV

Mountain View, AR

Fair PriceModerate · 27
$28,67339,989 mi

Market: $26,999 – $30,991

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Mountain View, AR

2023 Subaru Forester Limited

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

2023 Subaru Forester Limited

Mountain View, AR

UnscoredInsufficient · 0
$28,82745,319 mi

Mountain View, AR

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

Mountain View, AR

Unscored
$29,091106,856 mi

Comparison: 6 similar vehicles

Mountain View, AR

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Mountain View, AR

Fair PriceRobust · 69
$29,99521,571 mi

Market: $23,500 – $31,827

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Mountain View, AR

2022 Toyota Camry XSE

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

2022 Toyota Camry XSE

Mountain View, AR

UnscoredInsufficient · 3
$30,02855,241 mi

Comparison: 3 similar vehicles

Mountain View, AR

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Mountain View, AR

OverpricedModerate · 32
$31,394Mileage not verified

Market: $24,117 – $31,375

Comparison: 32 similar vehicles

Mountain View, AR

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Mountain View, AR

Fair PriceRobust · 88
$31,56751,977 mi

Market: $26,607 – $40,275

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Mountain View, AR

2026 Mazda CX-50 Premium

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

2026 Mazda CX-50 Premium

Mountain View, AR

Unscored
$32,12613,865 mi

Comparison: 9 similar vehicles

Mountain View, AR

2019 Chevrolet Silverado 1500 Custom

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

2019 Chevrolet Silverado 1500 Custom

Mountain View, AR

OverpricedModerate · 21
$32,22968,731 mi

Market: $16,995 – $27,108

Comparison: 21 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Mountain View, AR

2020 Chevrolet Silverado 1500 Custom

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

2020 Chevrolet Silverado 1500 Custom

Mountain View, AR

OverpricedRobust · 98
$32,40674,107 mi

Market: $10,450 – $31,117

Comparison: 98 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Mountain View, AR

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

Mountain View, AR

Fair PriceModerate · 49
$32,69753,378 mi

Market: $27,998 – $41,795

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Mountain View, AR

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

Mountain View, AR

Fair PriceLimited · 19
$32,780Mileage not verified

Market: $29,569 – $37,156

Comparison: 19 similar vehicles

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

Mountain View, AR

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Mountain View, AR

Fair PriceRobust · 267
$33,70687,495 mi

Market: $17,500 – $34,995

Comparison: 267 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Mountain View, AR

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Mountain View, AR

Fair PriceLimited · 11
$33,885Mileage not verified

Market: $32,929 – $39,378

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Mountain View, AR

2025 Honda Odyssey EX-L

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

2025 Honda Odyssey EX-L

Mountain View, AR

Fair PriceModerate · 22
$34,32943,595 mi

Market: $31,713 – $37,598

Comparison: 22 similar vehicles

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

Mountain View, AR

2023 RAM 1500 Classic SLT

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

2023 RAM 1500 Classic SLT

Mountain View, AR

OverpricedModerate · 20
$34,56543,218 mi

Market: $30,195 – $33,109

Comparison: 20 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Mountain View, AR

2026 Chevrolet Equinox RS

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

2026 Chevrolet Equinox RS

Mountain View, AR

Fair PriceModerate · 26
$34,93212,943 mi

Market: $30,300 – $35,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Mountain View, AR

2023 Chevrolet Silverado 1500 LT

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

2023 Chevrolet Silverado 1500 LT

Mountain View, AR

Fair PriceModerate · 27
$35,10630,020 mi

Market: $31,590 – $37,149

Comparison: 27 similar vehicles

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

Mountain View, AR

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Mountain View, AR

UnscoredInsufficient · 3
$35,3799,541 mi

Comparison: 3 similar vehicles

Mountain View, AR

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.
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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