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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

137 listings found

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Laramie, WY

UnscoredInsufficient · 0
$3,995194,381 mi

Laramie, WY

2007 Saturn ION 2

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

2007 Saturn ION 2

Cheyenne, WY

UnscoredInsufficient · 0
$4,689260,868 mi

Cheyenne, WY

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Cheyenne, WY

UnscoredInsufficient · 0
$4,689162,864 mi

Cheyenne, WY

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Cheyenne, WY

UnscoredInsufficient · 3
$5,689191,192 mi

Comparison: 3 similar vehicles

Cheyenne, WY

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Cheyenne, WY

UnscoredInsufficient · 0
$6,28889,458 mi

Cheyenne, WY

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

Laramie, WY

UnscoredInsufficient · 0
$6,98796,909 mi

Laramie, WY

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Cheyenne, WY

UnscoredInsufficient · 0
$6,988112,142 mi

Cheyenne, WY

2014 Honda Civic LX

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

2014 Honda Civic LX

Cheyenne, WY

Unscored
$6,988186,503 mi

Comparison: 21 similar vehicles

Cheyenne, WY

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Laramie, WY

UnscoredInsufficient · 0
$6,995125,632 mi

Laramie, WY

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Cheyenne, WY

UnscoredInsufficient · 0
$7,050108,000 mi

Cheyenne, WY

2007 Buick LaCrosse CX

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

2007 Buick LaCrosse CX

Cheyenne, WY

UnscoredInsufficient · 0
$7,216118,005 mi

Cheyenne, WY

2010 Lexus HS Premium

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

2010 Lexus HS Premium

Cheyenne, WY

UnscoredInsufficient · 0
$7,488193,186 mi

Cheyenne, WY

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Laramie, WY

Unscored
$8,49593,572 mi

Comparison: 5 similar vehicles

Laramie, WY

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Laramie, WY

Unscored
$8,987152,228 mi

Comparison: 6 similar vehicles

Laramie, WY

2007 Audi A4 Base

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

2007 Audi A4 Base

Cheyenne, WY

UnscoredInsufficient · 0
$9,98888,620 mi

Cheyenne, WY

2010 Subaru Impreza WRX

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

2010 Subaru Impreza WRX

Cheyenne, WY

UnscoredInsufficient · 0
$10,995152,664 mi

Cheyenne, WY

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Laramie, WY

Fair PriceLimited · 11
$11,390117,702 mi

Market: $7,900 – $18,795

Comparison: 11 similar vehicles

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

Laramie, WY

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Cheyenne, WY

Unscored
$11,629137,303 mi

Comparison: 23 similar vehicles

Cheyenne, WY

2018 Hyundai Sonata Sport

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

2018 Hyundai Sonata Sport

Laramie, WY

Unscored
$12,499109,059 mi

Comparison: 14 similar vehicles

Laramie, WY

2017 Audi A6 Premium

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

2017 Audi A6 Premium

Cheyenne, WY

UnscoredInsufficient · 0
$13,98895,874 mi

Cheyenne, WY

2016 Subaru Impreza Premium

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

2016 Subaru Impreza Premium

Laramie, WY

Unscored
$14,38968,267 mi

Comparison: 6 similar vehicles

Laramie, WY

2021 Hyundai Elantra SEL

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

2021 Hyundai Elantra SEL

Laramie, WY

UnscoredInsufficient · 0
$16,38981,273 mi

Laramie, WY

2015 Buick LaCrosse Premium

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

2015 Buick LaCrosse Premium

Cheyenne, WY

UnscoredInsufficient · 0
$16,62976,404 mi

Cheyenne, WY

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Laramie, WY

Fair PriceModerate · 31
$16,98754,537 mi

Market: $14,799 – $19,964

Comparison: 31 similar vehicles

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

Laramie, WY

2023 Nissan Altima S

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

2023 Nissan Altima S

Cheyenne, WY

UnscoredInsufficient · 4
$16,98864,351 mi

Comparison: 4 similar vehicles

Cheyenne, WY

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Laramie, WY

Fair PriceLimited · 18
$17,59957,223 mi

Market: $14,799 – $19,964

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Laramie, WY

2020 Nissan Altima SV

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

2020 Nissan Altima SV

Cheyenne, WY

UnscoredInsufficient · 0
$18,62953,464 mi

Cheyenne, WY

2017 Toyota Corolla SE

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

2017 Toyota Corolla SE

Cheyenne, WY

OverpricedModerate · 20
$18,69492,373 mi

Market: $10,999 – $17,998

Comparison: 20 similar vehicles

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

Cheyenne, WY

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Laramie, WY

Unscored
$18,94942,050 mi

Comparison: 13 similar vehicles

Laramie, WY

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Cheyenne, WY

Fair PriceLimited · 12
$18,99843,183 mi

Market: $18,949 – $20,468

Comparison: 12 similar vehicles

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

Cheyenne, WY

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Cheyenne, WY

Fair PriceLimited · 12
$18,99848,423 mi

Market: $18,949 – $20,468

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Cheyenne, WY

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Cheyenne, WY

Fair PriceLimited · 12
$18,99848,867 mi

Market: $18,949 – $20,468

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Cheyenne, WY

2017 Acura TLX Advance Package

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

2017 Acura TLX Advance Package

Cheyenne, WY

UnscoredInsufficient · 0
$19,685116,301 mi

Cheyenne, WY

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Cheyenne, WY

Fair PriceLimited · 17
$19,99847,270 mi

Market: $17,773 – $21,687

Comparison: 17 similar vehicles

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

Cheyenne, WY

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Cheyenne, WY

OverpricedLimited · 11
$20,46848,371 mi

Market: $18,949 – $19,933

Comparison: 11 similar vehicles

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

Cheyenne, WY

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Cheyenne, WY

OverpricedLimited · 18
$21,23050,140 mi

Market: $17,237 – $20,688

Comparison: 18 similar vehicles

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

Cheyenne, WY

2024 Hyundai Elantra Limited

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

2024 Hyundai Elantra Limited

Cheyenne, WY

Fair PriceLimited · 17
$21,32654,088 mi

Market: $17,519 – $24,097

Comparison: 17 similar vehicles

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

Cheyenne, WY

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Laramie, WY

UnscoredInsufficient · 3
$21,64928,220 mi

Comparison: 3 similar vehicles

Laramie, WY

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Cheyenne, WY

UnscoredInsufficient · 4
$22,15165,848 mi

Comparison: 4 similar vehicles

Cheyenne, WY

2023 Kia Forte GT

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

2023 Kia Forte GT

Cheyenne, WY

UnscoredInsufficient · 0
$22,25322,907 mi

Cheyenne, WY

2025 Nissan Versa Sedan SR

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

2025 Nissan Versa Sedan SR

Cheyenne, WY

UnscoredInsufficient · 0
$22,384Mileage not verified

Cheyenne, WY

2024 Hyundai Sonata SEL

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

2024 Hyundai Sonata SEL

Cheyenne, WY

OverpricedLimited · 11
$22,68957,414 mi

Market: $18,000 – $21,897

Comparison: 11 similar vehicles

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

Cheyenne, WY

2026 Hyundai Elantra SEL Sport

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

2026 Hyundai Elantra SEL Sport

Cheyenne, WY

Fair PriceModerate · 39
$23,044Mileage not verified

Market: $21,022 – $26,449

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Cheyenne, WY

2023 Hyundai Sonata SEL Plus

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

2023 Hyundai Sonata SEL Plus

Cheyenne, WY

UnscoredInsufficient · 0
$23,06353,216 mi

Cheyenne, WY

2025 Volkswagen Jetta S

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

2025 Volkswagen Jetta S

Cheyenne, WY

UnscoredInsufficient · 0
$23,09458,557 mi

Cheyenne, WY

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Cheyenne, WY

UnscoredInsufficient · 0
$23,21625,077 mi

Cheyenne, WY

2026 Hyundai Elantra SEL Sport

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

2026 Hyundai Elantra SEL Sport

Cheyenne, WY

Fair PriceModerate · 39
$23,589Mileage not verified

Market: $21,022 – $26,449

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Cheyenne, WY

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Cheyenne, WY

Fair PriceModerate · 40
$24,01714,948 mi

Market: $20,689 – $24,995

Comparison: 40 similar vehicles

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

Cheyenne, WY

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Cheyenne, WY

UnscoredInsufficient · 0
$24,689Mileage not verified

Cheyenne, WY

2026 Hyundai Elantra SEL

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

2026 Hyundai Elantra SEL

Cheyenne, WY

Fair PriceRobust · 60
$24,825Mileage not verified

Market: $22,602 – $27,859

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Cheyenne, WY

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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