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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 2, 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

903 listings found

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Sumner, WA

UnscoredInsufficient · 0
$3,850189,005 mi

Sumner, WA

2014 Dodge Durango Limited

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

2014 Dodge Durango Limited

Sumner, WA

Unscored
$5,950168,962 mi

Comparison: 31 similar vehicles

Sumner, WA

2012 Honda Civic HYBRID

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

2012 Honda Civic HYBRID

Sumner, WA

UnscoredInsufficient · 0
$6,499164,071 mi

Sumner, WA

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Sumner, WA

Fair PriceLimited · 10
$7,950113,360 mi

Market: $3,995 – $12,195

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Sumner, WA

2016 Chevrolet Malibu Hybrid

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

2016 Chevrolet Malibu Hybrid

Sumner, WA

UnscoredInsufficient · 0
$7,950107,297 mi

Sumner, WA

2001 Mercedes-Benz S-Class S430

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

2001 Mercedes-Benz S-Class S430

Sumner, WA

UnscoredInsufficient · 0
$7,95069,292 mi

Sumner, WA

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Sumner, WA

Unscored
$8,499175,835 mi

Comparison: 20 similar vehicles

Sumner, WA

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Sumner, WA

Unscored
$8,950121,406 mi

Comparison: 14 similar vehicles

Sumner, WA

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Sumner, WA

UnscoredInsufficient · 4
$8,999116,283 mi

Comparison: 4 similar vehicles

Sumner, WA

2017 Chevrolet Spark 1LT

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

2017 Chevrolet Spark 1LT

Sumner, WA

UnscoredInsufficient · 0
$11,19935,573 mi

Sumner, WA

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Sumner, WA

Fair PriceModerate · 20
$11,69177,204 mi

Market: $6,400 – $13,856

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Sumner, WA

2012 RAM 3500 Chassis Cab ST

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

2012 RAM 3500 Chassis Cab ST

Sumner, WA

UnscoredInsufficient · 0
$11,999179,459 mi

Sumner, WA

2010 Mercedes-Benz M-Class ML63 AMG

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

2010 Mercedes-Benz M-Class ML63 AMG

Sumner, WA

UnscoredInsufficient · 0
$12,199128,910 mi

Sumner, WA

2017 Honda Civic EX

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

2017 Honda Civic EX

Sumner, WA

UnscoredInsufficient · 4
$12,829145,201 mi

Comparison: 4 similar vehicles

Sumner, WA

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Sumner, WA

Unscored
$12,999138,363 mi

Comparison: 6 similar vehicles

Sumner, WA

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Sumner, WA

UnscoredInsufficient · 3
$13,54199,967 mi

Comparison: 3 similar vehicles

Sumner, WA

2019 Honda HR-V EX

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

2019 Honda HR-V EX

Sumner, WA

Unscored
$13,632133,253 mi

Comparison: 8 similar vehicles

Sumner, WA

2020 Hyundai Palisade Ultimate

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

2020 Hyundai Palisade Ultimate

Sumner, WA

UnscoredInsufficient · 0
$13,999136,268 mi

Sumner, WA

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Sumner, WA

UnscoredInsufficient · 0
$13,99958,886 mi

Sumner, WA

2018 Mercedes-Benz GLS-Class GLS450

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

2018 Mercedes-Benz GLS-Class GLS450

Sumner, WA

Unscored
$14,950113,052 mi

Comparison: 7 similar vehicles

Sumner, WA

2014 Lexus ES 350

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

2014 Lexus ES 350

Sumner, WA

UnscoredInsufficient · 0
$14,999140,666 mi

Sumner, WA

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Sumner, WA

Unscored
$14,999104,668 mi

Comparison: 5 similar vehicles

Sumner, WA

2016 Acura TLX Base

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

2016 Acura TLX Base

Sumner, WA

Unscored
$15,191117,617 mi

Comparison: 7 similar vehicles

Sumner, WA

2016 Honda Accord LX

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

2016 Honda Accord LX

Sumner, WA

Unscored
$15,191103,736 mi

Comparison: 6 similar vehicles

Sumner, WA

2009 Jaguar XJ Series XJ8

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

2009 Jaguar XJ Series XJ8

Sumner, WA

UnscoredInsufficient · 0
$15,19196,280 mi

Sumner, WA

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

Sumner, WA

Fair PriceRobust · 65
$15,999107,050 mi

Market: $12,995 – $31,795

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Sumner, WA

2015 Chevrolet Colorado Z71

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

2015 Chevrolet Colorado Z71

Sumner, WA

Unscored
$15,999111,848 mi

Comparison: 6 similar vehicles

Sumner, WA

2008 Dodge Ram 3500 Pickup SLT

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

2008 Dodge Ram 3500 Pickup SLT

Sumner, WA

UnscoredInsufficient · 0
$15,999178,638 mi

Sumner, WA

2016 Honda Accord EX-L

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

2016 Honda Accord EX-L

Sumner, WA

UnscoredInsufficient · 3
$16,91791,908 mi

Comparison: 3 similar vehicles

Sumner, WA

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

Sumner, WA

Fair PriceModerate · 23
$17,001107,160 mi

Market: $15,199 – $22,980

Comparison: 23 similar vehicles

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

Sumner, WA

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Sumner, WA

UnscoredInsufficient · 0
$17,59151,450 mi

Sumner, WA

2019 Honda CR-V LX

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

2019 Honda CR-V LX

Sumner, WA

UnscoredInsufficient · 3
$17,79790,182 mi

Comparison: 3 similar vehicles

Sumner, WA

2024 Chevrolet Express Cutaway Base

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

2024 Chevrolet Express Cutaway Base

Sumner, WA

Unscored
$18,820Mileage not verified

Comparison: 5 similar vehicles

Sumner, WA

2019 Jeep Grand Cherokee High Altitude

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

2019 Jeep Grand Cherokee High Altitude

Sumner, WA

Great DealLimited · 12
$18,950111,726 mi

Market: $19,980 – $28,188

Comparison: 12 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Sumner, WA

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Sumner, WA

Unscored
$18,999133,354 mi

Comparison: 9 similar vehicles

Sumner, WA

2017 Subaru Outback Base

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

2017 Subaru Outback Base

Sumner, WA

UnscoredInsufficient · 0
$19,08844,452 mi

Sumner, WA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Sumner, WA

UnscoredInsufficient · 4
$19,950123,263 mi

Comparison: 4 similar vehicles

Sumner, WA

1995 GMC Sierra

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

1995 GMC Sierra

Sumner, WA

UnscoredInsufficient · 0
$19,95033,857 mi

Sumner, WA

2024 Toyota Corolla SE

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

2024 Toyota Corolla SE

Sumner, WA

Unscored
$19,99962,045 mi

Comparison: 31 similar vehicles

Sumner, WA

2023 Mazda CX-30 Turbo Premium

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

2023 Mazda CX-30 Turbo Premium

Sumner, WA

UnscoredInsufficient · 0
$19,99948,970 mi

Sumner, WA

2020 Mazda CX-5 Grand Touring

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

2020 Mazda CX-5 Grand Touring

Sumner, WA

Great DealLimited · 18
$19,99957,058 mi

Market: $22,745 – $25,198

Comparison: 18 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 27 days listed (based on current market benchmarks)

Sumner, WA

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Sumner, WA

Unscored
$19,99992,552 mi

Comparison: 9 similar vehicles

Sumner, WA

2022 Honda CR-V EX

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

2022 Honda CR-V EX

Sumner, WA

Great DealLimited · 13
$20,19994,113 mi

Market: $22,881 – $27,998

Comparison: 13 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 64 days listed (based on current market benchmarks)

Sumner, WA

2022 Toyota Corolla SE

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

2022 Toyota Corolla SE

Sumner, WA

UnscoredInsufficient · 3
$21,59151,553 mi

Comparison: 3 similar vehicles

Sumner, WA

2019 Chevrolet Silverado 1500 LT Trail Boss

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

2019 Chevrolet Silverado 1500 LT Trail Boss

Sumner, WA

Unscored
$21,999132,294 mi

Comparison: 7 similar vehicles

Sumner, WA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Sumner, WA

Fair PriceModerate · 44
$22,950116,586 mi

Market: $8,400 – $25,990

Comparison: 44 similar vehicles

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

Sumner, WA

2024 Chevrolet Equinox Premier

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

2024 Chevrolet Equinox Premier

Sumner, WA

UnscoredInsufficient · 0
$22,99955,391 mi

Sumner, WA

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Sumner, WA

Fair PriceModerate · 35
$23,495Mileage not verified

Market: $21,900 – $26,355

Comparison: 35 similar vehicles

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

Sumner, WA

2022 Honda CR-V EX

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

2022 Honda CR-V EX

Sumner, WA

Fair PriceLimited · 13
$23,62689,016 mi

Market: $20,199 – $27,998

Comparison: 13 similar vehicles

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

Sumner, WA

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Sumner, WA

Fair PriceModerate · 41
$23,99030,376 mi

Market: $19,899 – $27,991

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Sumner, WA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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