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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 9, 2026

7.3M+

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

78 listings found

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Lafayette, OR

UnscoredInsufficient · 4
$2,995209,684 mi

Comparison: 4 similar vehicles

Lafayette, OR

2009 Chevrolet Suburban LT2

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

2009 Chevrolet Suburban LT2

Lafayette, OR

UnscoredInsufficient · 4
$5,555205,311 mi

Comparison: 4 similar vehicles

Lafayette, OR

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Lafayette, OR

UnscoredInsufficient · 0
$5,995152,692 mi

Lafayette, OR

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Lafayette, OR

Fair PriceLimited · 12
$6,640119,713 mi

Market: $5,999 – $10,500

Comparison: 12 similar vehicles

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

Lafayette, OR

2006 Ford Escape Hybrid

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

2006 Ford Escape Hybrid

Lafayette, OR

UnscoredInsufficient · 3
$6,99599,845 mi

Comparison: 3 similar vehicles

Lafayette, OR

2018 Dodge Grand Caravan Canada Value Package

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

2018 Dodge Grand Caravan Canada Value Package

Lafayette, OR

UnscoredInsufficient · 0
$7,395132,426 mi

Lafayette, OR

2017 GMC Acadia SLE-1

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

2017 GMC Acadia SLE-1

Lafayette, OR

UnscoredInsufficient · 0
$7,995139,942 mi

Lafayette, OR

2008 Ford Fusion S

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

2008 Ford Fusion S

Lafayette, OR

UnscoredInsufficient · 0
$7,99584,180 mi

Lafayette, OR

1997 Chevrolet Express G2500

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

1997 Chevrolet Express G2500

Lafayette, OR

UnscoredInsufficient · 0
$7,995134,292 mi

Lafayette, OR

2013 Ford Taurus

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

2013 Ford Taurus

Lafayette, OR

UnscoredInsufficient · 0
$8,995148,393 mi

Lafayette, OR

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Lafayette, OR

Salvage title
$9,130141,372 mi

Lafayette, OR

1999 Chevrolet Express G3500

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

1999 Chevrolet Express G3500

Lafayette, OR

UnscoredInsufficient · 0
$9,995102,123 mi

Lafayette, OR

2014 Scion FR-S Monogram

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

2014 Scion FR-S Monogram

Lafayette, OR

UnscoredInsufficient · 0
$10,050129,526 mi

Lafayette, OR

2019 Mitsubishi Outlander ES

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

2019 Mitsubishi Outlander ES

Lafayette, OR

UnscoredInsufficient · 0
$10,79567,592 mi

Lafayette, OR

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Lafayette, OR

Unscored
$10,995131,753 mi

Comparison: 19 similar vehicles

Lafayette, OR

2007 Lexus GS 350

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

2007 Lexus GS 350

Lafayette, OR

UnscoredInsufficient · 3
$10,999118,175 mi

Comparison: 3 similar vehicles

Lafayette, OR

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Lafayette, OR

Fair PriceLimited · 14
$11,740107,268 mi

Market: $5,700 – $14,980

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Lafayette, OR

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Lafayette, OR

Unscored
$11,800167,670 mi

Comparison: 5 similar vehicles

Lafayette, OR

2015 Dodge Durango R/T

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

2015 Dodge Durango R/T

Lafayette, OR

Unscored
$11,895147,590 mi

Comparison: 22 similar vehicles

Lafayette, OR

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Lafayette, OR

Unscored
$11,995102,918 mi

Comparison: 5 similar vehicles

Lafayette, OR

2018 Honda Accord LX

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

2018 Honda Accord LX

Lafayette, OR

Unscored
$11,995152,326 mi

Comparison: 19 similar vehicles

Lafayette, OR

2015 Chevrolet Colorado Z71

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

2015 Chevrolet Colorado Z71

Lafayette, OR

Unscored
$11,995125,670 mi

Comparison: 21 similar vehicles

Lafayette, OR

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Lafayette, OR

UnscoredInsufficient · 0
$11,99978,034 mi

Lafayette, OR

2019 Hyundai Santa Fe SEL

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

2019 Hyundai Santa Fe SEL

Lafayette, OR

UnscoredInsufficient · 0
$12,240113,311 mi

Lafayette, OR

2015 Scion tC Base

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

2015 Scion tC Base

Lafayette, OR

Unscored
$12,240101,494 mi

Comparison: 6 similar vehicles

Lafayette, OR

2016 GMC Acadia Denali

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

2016 GMC Acadia Denali

Lafayette, OR

UnscoredInsufficient · 3
$12,950110,712 mi

Comparison: 3 similar vehicles

Lafayette, OR

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Lafayette, OR

Unscored
$12,99582,261 mi

Comparison: 5 similar vehicles

Lafayette, OR

2017 Honda CR-V LX

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

2017 Honda CR-V LX

Lafayette, OR

UnscoredInsufficient · 3
$12,995133,387 mi

Comparison: 3 similar vehicles

Lafayette, OR

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Lafayette, OR

UnscoredInsufficient · 3
$12,99594,947 mi

Comparison: 3 similar vehicles

Lafayette, OR

2014 Dodge Durango Limited

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

2014 Dodge Durango Limited

Lafayette, OR

OverpricedModerate · 23
$12,999100,303 mi

Market: $6,995 – $11,788

Comparison: 23 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Lafayette, OR

2017 RAM 1500 ST

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

2017 RAM 1500 ST

Lafayette, OR

UnscoredInsufficient · 4
$13,195127,119 mi

Comparison: 4 similar vehicles

Lafayette, OR

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Lafayette, OR

Fair PriceModerate · 32
$13,540113,503 mi

Market: $6,898 – $17,249

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Lafayette, OR

2020 Kia Optima S

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

2020 Kia Optima S

Lafayette, OR

UnscoredInsufficient · 0
$13,59089,313 mi

Lafayette, OR

2018 Honda CR-V LX

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

2018 Honda CR-V LX

Lafayette, OR

Unscored
$14,190151,953 mi

Comparison: 14 similar vehicles

Lafayette, OR

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Lafayette, OR

Unscored
$14,770104,604 mi

Comparison: 9 similar vehicles

Lafayette, OR

2019 Mazda CX-9 Grand Touring

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

2019 Mazda CX-9 Grand Touring

Lafayette, OR

Great DealModerate · 20
$14,995112,412 mi

Market: $22,900 – $23,150

Comparison: 20 similar vehicles

Competitively priced ~35% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Lafayette, OR

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Lafayette, OR

Unscored
$15,499145,584 mi

Comparison: 11 similar vehicles

Lafayette, OR

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Lafayette, OR

Unscored
$16,070158,797 mi

Comparison: 27 similar vehicles

Lafayette, OR

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Lafayette, OR

Unscored
$16,090115,863 mi

Comparison: 32 similar vehicles

Lafayette, OR

2018 Dodge Durango SXT Plus

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

2018 Dodge Durango SXT Plus

Lafayette, OR

Fair PriceModerate · 21
$16,83097,755 mi

Market: $15,894 – $17,361

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Lafayette, OR

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Lafayette, OR

Fair PriceLimited · 10
$16,995107,284 mi

Market: $14,900 – $21,376

Comparison: 10 similar vehicles

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

Lafayette, OR

2015 Honda CR-V Touring

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

2015 Honda CR-V Touring

Lafayette, OR

Great DealModerate · 20
$16,999108,061 mi

Market: $19,741 – $21,050

Comparison: 20 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Lafayette, OR

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

Lafayette, OR

Fair PriceModerate · 20
$17,495114,534 mi

Market: $10,995 – $32,995

Comparison: 20 similar vehicles

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

Lafayette, OR

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Lafayette, OR

Unscored
$17,65095,369 mi

Comparison: 5 similar vehicles

Lafayette, OR

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Lafayette, OR

Fair PriceLimited · 10
$17,800108,930 mi

Market: $16,500 – $21,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Lafayette, OR

2016 Ford F-150 Platinum

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

2016 Ford F-150 Platinum

Lafayette, OR

Unscored
$17,810168,675 mi

Comparison: 5 similar vehicles

Lafayette, OR

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Lafayette, OR

UnscoredInsufficient · 3
$17,910117,423 mi

Comparison: 3 similar vehicles

Lafayette, OR

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Lafayette, OR

UnscoredInsufficient · 4
$17,99995,458 mi

Comparison: 4 similar vehicles

Lafayette, OR

2007 GMC Sierra 2500HD Work Truck

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

2007 GMC Sierra 2500HD Work Truck

Lafayette, OR

UnscoredInsufficient · 0
$18,380179,740 mi

Lafayette, OR

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

Lafayette, OR

Unscored
$18,995123,263 mi

Comparison: 49 similar vehicles

Lafayette, OR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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