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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 30, 2026

6M+

Unique vehicles analyzed

as of October 29, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

366 listings found

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

West Salem, WI

Unscored
$12,588131,963 mi

Comparison: 50 similar vehicles

West Salem, WI

2017 Buick Envision Essence

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

2017 Buick Envision Essence

West Salem, WI

Fair PriceLimited · 15
$13,098102,498 mi

Market: $10,089 – $17,731

Comparison: 15 similar vehicles

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

West Salem, WI

2018 Hyundai Santa Fe Limited Ultimate

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

2018 Hyundai Santa Fe Limited Ultimate

West Salem, WI

Unscored
$13,298116,045 mi

Comparison: 9 similar vehicles

West Salem, WI

2016 Honda Pilot Elite

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

2016 Honda Pilot Elite

West Salem, WI

Unscored
$13,999160,860 mi

Comparison: 11 similar vehicles

West Salem, WI

2018 Ford Flex SEL

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

2018 Ford Flex SEL

West Salem, WI

UnscoredInsufficient · 3
$14,19888,140 mi

Comparison: 3 similar vehicles

West Salem, WI

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

West Salem, WI

UnscoredInsufficient · 0
$14,78959,415 mi

West Salem, WI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

West Salem, WI

Unscored
$14,93295,716 mi

Comparison: 9 similar vehicles

West Salem, WI

2021 Kia Forte EX

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

2021 Kia Forte EX

West Salem, WI

Unscored
$15,54964,887 mi

Comparison: 5 similar vehicles

West Salem, WI

2022 Nissan Murano SV

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

2022 Nissan Murano SV

West Salem, WI

UnscoredInsufficient · 0
$15,989126,364 mi

West Salem, WI

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

West Salem, WI

Unscored
$16,589128,572 mi

Comparison: 9 similar vehicles

West Salem, WI

2019 Lincoln MKC Base

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

2019 Lincoln MKC Base

West Salem, WI

UnscoredInsufficient · 0
$16,99934,099 mi

West Salem, WI

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

West Salem, WI

Fair PriceRobust · 73
$17,29696,768 mi

Market: $13,950 – $24,344

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

West Salem, WI

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

West Salem, WI

Unscored
$17,298122,009 mi

Comparison: 12 similar vehicles

West Salem, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

West Salem, WI

UnscoredInsufficient · 4
$17,69865,722 mi

Comparison: 4 similar vehicles

West Salem, WI

2022 Buick Envision Essence

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

2022 Buick Envision Essence

West Salem, WI

Unscored
$17,787127,257 mi

Comparison: 22 similar vehicles

West Salem, WI

2022 GMC Acadia SLT

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

2022 GMC Acadia SLT

West Salem, WI

Unscored
$17,99995,638 mi

Comparison: 7 similar vehicles

West Salem, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

West Salem, WI

Fair PriceModerate · 20
$18,04344,534 mi

Market: $13,995 – $19,406

Comparison: 20 similar vehicles

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

West Salem, WI

2018 Honda CR-V EX

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

2018 Honda CR-V EX

West Salem, WI

Unscored
$18,98990,796 mi

Comparison: 9 similar vehicles

West Salem, WI

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

West Salem, WI

Fair PriceRobust · 62
$19,098108,919 mi

Market: $7,514 – $22,222

Comparison: 62 similar vehicles

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

West Salem, WI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

West Salem, WI

Unscored
$19,78960,997 mi

Comparison: 9 similar vehicles

West Salem, WI

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

West Salem, WI

Unscored
$20,997164,390 mi

Comparison: 13 similar vehicles

West Salem, WI

2021 Volkswagen Atlas Cross Sport SEL

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

2021 Volkswagen Atlas Cross Sport SEL

West Salem, WI

UnscoredInsufficient · 0
$22,19857,617 mi

West Salem, WI

2019 Subaru Outback Premium

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

2019 Subaru Outback Premium

West Salem, WI

UnscoredInsufficient · 0
$22,28910,760 mi

West Salem, WI

2023 Ford Escape PHEV

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

2023 Ford Escape PHEV

West Salem, WI

UnscoredInsufficient · 0
$22,78950,940 mi

West Salem, WI

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

West Salem, WI

Great DealLimited · 13
$22,9099,732 mi

Market: $24,998 – $27,650

Comparison: 13 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 43 days listed (based on current market benchmarks)

West Salem, WI

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

West Salem, WI

Fair PriceModerate · 44
$22,99991,691 mi

Market: $11,349 – $26,992

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 981 days listed (based on current market benchmarks)

West Salem, WI

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

West Salem, WI

UnscoredInsufficient · 0
$23,14350,594 mi

West Salem, WI

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

West Salem, WI

Fair PriceLimited · 11
$23,28931,827 mi

Market: $22,899 – $24,889

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

West Salem, WI

2023 Nissan Rogue SL

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

2023 Nissan Rogue SL

West Salem, WI

Fair PriceLimited · 19
$23,28955,886 mi

Market: $20,989 – $24,198

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

West Salem, WI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

West Salem, WI

Fair PriceModerate · 21
$23,28923,795 mi

Market: $21,749 – $24,289

Comparison: 21 similar vehicles

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

West Salem, WI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

West Salem, WI

Fair PriceModerate · 21
$23,28924,582 mi

Market: $21,749 – $24,289

Comparison: 21 similar vehicles

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

West Salem, WI

2020 RAM 1500 Classic Warlock

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

2020 RAM 1500 Classic Warlock

West Salem, WI

Fair PriceModerate · 42
$23,29794,242 mi

Market: $18,374 – $27,995

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

West Salem, WI

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

West Salem, WI

UnscoredInsufficient · 4
$23,29814,844 mi

Comparison: 4 similar vehicles

West Salem, WI

2026 Kia K4 LXS

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

2026 Kia K4 LXS

West Salem, WI

Fair PriceRobust · 148
$23,850Mileage not verified

Market: $22,945 – $25,329

Comparison: 148 similar vehicles

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

West Salem, WI

2024 Chevrolet Equinox Premier

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

2024 Chevrolet Equinox Premier

West Salem, WI

OverpricedModerate · 24
$23,99971,099 mi

Market: $20,000 – $22,849

Comparison: 24 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

West Salem, WI

2024 Hyundai Santa Fe SEL HEV

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

2024 Hyundai Santa Fe SEL HEV

West Salem, WI

UnscoredInsufficient · 0
$24,14395,578 mi

West Salem, WI

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

West Salem, WI

Fair PriceRobust · 143
$24,28920,082 mi

Market: $20,846 – $28,372

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

West Salem, WI

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

West Salem, WI

Unscored
$24,28949,425 mi

Comparison: 42 similar vehicles

West Salem, WI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

West Salem, WI

OverpricedModerate · 21
$24,28920,793 mi

Market: $21,749 – $24,189

Comparison: 21 similar vehicles

West Salem, WI

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

West Salem, WI

OverpricedLimited · 19
$24,99876,544 mi

Market: $17,850 – $23,663

Comparison: 19 similar vehicles

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

West Salem, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

West Salem, WI

Fair PriceModerate · 36
$25,276Mileage not verified

Market: $22,797 – $28,586

Comparison: 36 similar vehicles

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

West Salem, WI

2022 RAM 1500 Classic Tradesman

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

2022 RAM 1500 Classic Tradesman

West Salem, WI

UnscoredInsufficient · 0
$25,44942,253 mi

West Salem, WI

2027 Kia K4 EX

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

2027 Kia K4 EX

West Salem, WI

Fair PriceRobust · 64
$25,520Mileage not verified

Market: $24,893 – $27,050

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

West Salem, WI

2027 Kia K4 EX

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

2027 Kia K4 EX

West Salem, WI

Fair PriceRobust · 65
$25,520Mileage not verified

Market: $24,893 – $27,050

Comparison: 65 similar vehicles

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

West Salem, WI

2025 Toyota Camry LE

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

2025 Toyota Camry LE

West Salem, WI

Unscored
$25,58841,698 mi

Comparison: 9 similar vehicles

West Salem, WI

2020 Nissan Frontier SV

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

2020 Nissan Frontier SV

West Salem, WI

UnscoredInsufficient · 0
$25,59741,352 mi

West Salem, WI

2026 Kia K4 GT-Line

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

2026 Kia K4 GT-Line

West Salem, WI

Fair PriceRobust · 90
$25,599Mileage not verified

Market: $23,175 – $29,784

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

West Salem, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

West Salem, WI

Fair PriceModerate · 36
$25,917Mileage not verified

Market: $22,797 – $28,586

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

West Salem, WI

2026 Kia K5 LXS

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

2026 Kia K5 LXS

West Salem, WI

Fair PriceModerate · 31
$26,499Mileage not verified

Market: $26,599 – $29,378

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 104 days listed (based on current market benchmarks)

West Salem, WI

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

West Salem, WI

Fair PriceLimited · 13
$26,580Mileage not verified

Market: $26,088 – $28,935

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

West Salem, WI

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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