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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 3, 2026

6.1M+

Unique vehicles analyzed

as of November 3, 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

44 listings found

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Greenville, WI

Unscored
$6,995122,007 mi

Comparison: 6 similar vehicles

Greenville, WI

2020 BMW X2 28i

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

2020 BMW X2 28i

Greenville, WI

Unscored
$12,495138,935 mi

Comparison: 11 similar vehicles

Greenville, WI

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Greenville, WI

Unscored
$12,995135,157 mi

Comparison: 61 similar vehicles

Greenville, WI

2018 RAM 2500 Pickup SLT

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

2018 RAM 2500 Pickup SLT

Greenville, WI

Unscored
$14,995288,215 mi

Comparison: 9 similar vehicles

Greenville, WI

2015 Mercedes-Benz GLA-Class GLA45 AMG

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

2015 Mercedes-Benz GLA-Class GLA45 AMG

Greenville, WI

UnscoredInsufficient · 0
$14,995106,494 mi

Greenville, WI

2009 Lexus IS 250

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

2009 Lexus IS 250

Greenville, WI

UnscoredInsufficient · 3
$14,99560,477 mi

Comparison: 3 similar vehicles

Greenville, WI

2018 Volvo V90 Cross Country

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

2018 Volvo V90 Cross Country

Greenville, WI

UnscoredInsufficient · 0
$16,995123,627 mi

Greenville, WI

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Greenville, WI

Fair PriceModerate · 39
$16,995113,408 mi

Market: $10,490 – $30,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Greenville, WI

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Greenville, WI

Fair PriceLimited · 13
$17,99585,144 mi

Market: $15,798 – $22,546

Comparison: 13 similar vehicles

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

Greenville, WI

2019 Mercedes-Benz E-Class E300

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

2019 Mercedes-Benz E-Class E300

Greenville, WI

Fair PriceModerate · 24
$18,99585,831 mi

Market: $16,031 – $23,459

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Greenville, WI

2019 Volvo XC90 Momentum

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

2019 Volvo XC90 Momentum

Greenville, WI

Fair PriceLimited · 13
$18,99597,614 mi

Market: $10,250 – $28,995

Comparison: 13 similar vehicles

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

Greenville, WI

2023 Jeep Grand Cherokee L Laredo

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

2023 Jeep Grand Cherokee L Laredo

Greenville, WI

Unscored
$19,995117,320 mi

Comparison: 42 similar vehicles

Greenville, WI

2023 Subaru Crosstrek Base

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

2023 Subaru Crosstrek Base

Greenville, WI

UnscoredInsufficient · 4
$21,99526,698 mi

Comparison: 4 similar vehicles

Greenville, WI

2023 Audi Q3 S Line Premium

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

2023 Audi Q3 S Line Premium

Greenville, WI

UnscoredInsufficient · 0
$21,99565,190 mi

Greenville, WI

2019 Land Rover Range Rover Sport HSE

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

2019 Land Rover Range Rover Sport HSE

Greenville, WI

Fair PriceModerate · 20
$21,99580,822 mi

Market: $19,995 – $27,714

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Greenville, WI

2023 Land Rover Discovery Sport SE

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

2023 Land Rover Discovery Sport SE

Greenville, WI

UnscoredInsufficient · 0
$22,99573,713 mi

Greenville, WI

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Greenville, WI

Fair PriceModerate · 22
$24,99583,283 mi

Market: $16,500 – $27,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Greenville, WI

2022 Nissan Pathfinder Platinum

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

2022 Nissan Pathfinder Platinum

Greenville, WI

Unscored
$24,99558,820 mi

Comparison: 7 similar vehicles

Greenville, WI

2020 Jeep Grand Cherokee Limited X

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

2020 Jeep Grand Cherokee Limited X

Greenville, WI

UnscoredInsufficient · 0
$24,99552,339 mi

Greenville, WI

2020 GMC Yukon Denali

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

2020 GMC Yukon Denali

Greenville, WI

Fair PriceRobust · 56
$27,995112,103 mi

Market: $19,401 – $35,999

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Greenville, WI

2019 BMW X7 50i

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

2019 BMW X7 50i

Greenville, WI

Fair PriceLimited · 18
$27,99594,815 mi

Market: $22,490 – $32,500

Comparison: 18 similar vehicles

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

Greenville, WI

2023 Chevrolet Traverse 3LT

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

2023 Chevrolet Traverse 3LT

Greenville, WI

Fair PriceModerate · 43
$28,99563,733 mi

Market: $22,313 – $29,549

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Greenville, WI

2020 Mercedes-Benz GLE GLE450

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

2020 Mercedes-Benz GLE GLE450

Greenville, WI

Fair PriceLimited · 12
$28,99591,815 mi

Market: $24,465 – $33,999

Comparison: 12 similar vehicles

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

Greenville, WI

2021 BMW X7 40i

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

2021 BMW X7 40i

Greenville, WI

Fair PriceModerate · 21
$29,99593,614 mi

Market: $27,998 – $39,368

Comparison: 21 similar vehicles

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

Greenville, WI

2022 Audi Q8 Prestige

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

2022 Audi Q8 Prestige

Greenville, WI

Unscored
$31,99594,043 mi

Comparison: 5 similar vehicles

Greenville, WI

2024 Land Rover Range Rover Evoque S

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

2024 Land Rover Range Rover Evoque S

Greenville, WI

UnscoredInsufficient · 4
$32,99529,844 mi

Comparison: 4 similar vehicles

Greenville, WI

2001 Chrysler Prowler Base

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

2001 Chrysler Prowler Base

Greenville, WI

UnscoredInsufficient · 0
$32,99511,651 mi

Greenville, WI

2024 Hyundai Palisade XRT

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

2024 Hyundai Palisade XRT

Greenville, WI

UnscoredInsufficient · 0
$34,89523,302 mi

Greenville, WI

2024 Volkswagen Atlas SEL Premium R-Line

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

2024 Volkswagen Atlas SEL Premium R-Line

Greenville, WI

Fair PriceModerate · 38
$34,99536,198 mi

Market: $33,803 – $38,348

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Greenville, WI

2022 Jeep Wagoneer Series III

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

2022 Jeep Wagoneer Series III

Greenville, WI

UnscoredInsufficient · 3
$34,99573,923 mi

Comparison: 3 similar vehicles

Greenville, WI

2022 BMW X7 40i

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

2022 BMW X7 40i

Greenville, WI

Fair PriceModerate · 44
$34,99575,738 mi

Market: $29,995 – $40,398

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Greenville, WI

2021 Jeep Grand Cherokee L Summit

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

2021 Jeep Grand Cherokee L Summit

Greenville, WI

UnscoredInsufficient · 0
$34,99536,431 mi

Greenville, WI

2024 BMW X3 30i

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

2024 BMW X3 30i

Greenville, WI

Fair PriceRobust · 94
$36,99522,366 mi

Market: $30,990 – $42,365

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Greenville, WI

2020 Chevrolet Silverado 1500 High Country

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

2020 Chevrolet Silverado 1500 High Country

Greenville, WI

Fair PriceRobust · 80
$36,99566,525 mi

Market: $28,229 – $38,585

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Greenville, WI

2020 BMW 7 Series 750i

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

2020 BMW 7 Series 750i

Greenville, WI

Fair PriceLimited · 10
$36,99555,954 mi

Market: $34,810 – $37,828

Comparison: 10 similar vehicles

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

Greenville, WI

2025 Ford Explorer ST

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

2025 Ford Explorer ST

Greenville, WI

Unscored
$39,99551,667 mi

Comparison: 6 similar vehicles

Greenville, WI

2025 Audi Q7 Premium Plus

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

2025 Audi Q7 Premium Plus

Greenville, WI

Fair PriceModerate · 28
$39,99530,888 mi

Market: $35,000 – $43,299

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 334 days listed (based on current market benchmarks)

Greenville, WI

2020 Lincoln Navigator Black Label

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

2020 Lincoln Navigator Black Label

Greenville, WI

UnscoredInsufficient · 0
$39,99578,902 mi

Greenville, WI

2023 Land Rover Defender SE

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

2023 Land Rover Defender SE

Greenville, WI

Fair PriceLimited · 13
$41,99565,433 mi

Market: $35,888 – $47,347

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 248 days listed (based on current market benchmarks)

Greenville, WI

2022 Lincoln Navigator Reserve L

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

2022 Lincoln Navigator Reserve L

Greenville, WI

Fair PriceLimited · 12
$42,99575,899 mi

Market: $41,500 – $50,994

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Greenville, WI

2019 Land Rover Range Rover SVAutobiography

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

2019 Land Rover Range Rover SVAutobiography

Greenville, WI

UnscoredInsufficient · 0
$54,99543,738 mi

Greenville, WI

2023 Cadillac Escalade ESV Sport

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

2023 Cadillac Escalade ESV Sport

Greenville, WI

Unscored
$55,99582,674 mi

Comparison: 5 similar vehicles

Greenville, WI

2026 BMW X7 40i

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

2026 BMW X7 40i

Greenville, WI

Unscored
$56,99531,895 mi

Comparison: 24 similar vehicles

Greenville, WI

2023 Rivian R1S Adventure

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

2023 Rivian R1S Adventure

Greenville, WI

UnscoredInsufficient · 0
$64,99523,121 mi

Greenville, 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.
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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