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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 11, 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

208 listings found

2006 Mazda MAZDA3 S

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

2006 Mazda MAZDA3 S

Valley City, ND

UnscoredInsufficient · 0
$2,045225,672 mi

Valley City, ND

2018 Ford Focus SE

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

2018 Ford Focus SE

Valley City, ND

UnscoredInsufficient · 0
$10,69950,691 mi

Valley City, ND

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Valley City, ND

UnscoredInsufficient · 3
$13,549127,726 mi

Comparison: 3 similar vehicles

Valley City, ND

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Valley City, ND

Fair PriceLimited · 10
$14,299100,581 mi

Market: $12,847 – $16,359

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Valley City, ND

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Valley City, ND

Unscored
$14,29994,138 mi

Comparison: 9 similar vehicles

Valley City, ND

2019 GMC Acadia SLE-2

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

2019 GMC Acadia SLE-2

Valley City, ND

Unscored
$14,799109,962 mi

Comparison: 7 similar vehicles

Valley City, ND

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Valley City, ND

UnscoredInsufficient · 0
$15,29915,244 mi

Valley City, ND

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

Valley City, ND

Unscored
$16,045160,070 mi

Comparison: 71 similar vehicles

Valley City, ND

2004 Ford F-350 SD Chassis Cab XLT

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

2004 Ford F-350 SD Chassis Cab XLT

Valley City, ND

UnscoredInsufficient · 0
$17,999189,000 mi

Valley City, ND

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Valley City, ND

UnscoredInsufficient · 3
$19,045152,480 mi

Comparison: 3 similar vehicles

Valley City, ND

2017 Jeep Grand Cherokee Overland

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

2017 Jeep Grand Cherokee Overland

Valley City, ND

UnscoredInsufficient · 0
$19,76367,640 mi

Valley City, ND

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Valley City, ND

UnscoredInsufficient · 0
$20,79933,896 mi

Valley City, ND

2020 Buick Envision Essence

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

2020 Buick Envision Essence

Valley City, ND

UnscoredInsufficient · 0
$22,29926,061 mi

Valley City, ND

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

Valley City, ND

Fair PriceRobust · 71
$22,29983,981 mi

Market: $13,999 – $27,500

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Valley City, ND

2017 Chevrolet Silverado 1500 High Country

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

2017 Chevrolet Silverado 1500 High Country

Valley City, ND

Unscored
$22,799148,889 mi

Comparison: 7 similar vehicles

Valley City, ND

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Valley City, ND

OverpricedLimited · 12
$22,99968,450 mi

Market: $10,990 – $21,340

Comparison: 12 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Valley City, ND

2020 GMC Acadia AT4

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

2020 GMC Acadia AT4

Valley City, ND

Unscored
$23,04975,539 mi

Comparison: 9 similar vehicles

Valley City, ND

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Valley City, ND

Unscored
$23,29932,322 mi

Comparison: 9 similar vehicles

Valley City, ND

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Valley City, ND

UnscoredInsufficient · 0
$23,29951,293 mi

Valley City, ND

2019 GMC Sierra 1500 SLT

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

2019 GMC Sierra 1500 SLT

Valley City, ND

Unscored
$24,299151,384 mi

Comparison: 11 similar vehicles

Valley City, ND

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Valley City, ND

Fair PriceLimited · 19
$24,958Mileage not verified

Market: $24,157 – $27,945

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Valley City, ND

2025 Ford Escape Active

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

2025 Ford Escape Active

Valley City, ND

OverpricedLimited · 10
$25,04529,318 mi

Market: $20,999 – $23,646

Comparison: 10 similar vehicles

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

Valley City, ND

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Valley City, ND

Unscored
$25,299123,805 mi

Comparison: 8 similar vehicles

Valley City, ND

2006 GMC Sierra 2500HD SLT

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

2006 GMC Sierra 2500HD SLT

Valley City, ND

UnscoredInsufficient · 0
$25,299155,587 mi

Valley City, ND

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Valley City, ND

Fair PriceModerate · 27
$26,446Mileage not verified

Market: $26,034 – $29,278

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Valley City, ND

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Valley City, ND

Fair PriceModerate · 27
$26,4772,031 mi

Market: $26,034 – $29,278

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 265 days listed (based on current market benchmarks)

Valley City, ND

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Valley City, ND

Fair PriceLimited · 14
$26,812Mileage not verified

Market: $26,724 – $28,790

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 243 days listed (based on current market benchmarks)

Valley City, ND

2017 GMC Sierra 1500 Denali

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

2017 GMC Sierra 1500 Denali

Valley City, ND

Fair PriceModerate · 25
$27,207100,003 mi

Market: $17,999 – $29,183

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Valley City, ND

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Valley City, ND

UnscoredInsufficient · 0
$29,04525,598 mi

Valley City, ND

2017 GMC Sierra 1500 Denali

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

2017 GMC Sierra 1500 Denali

Valley City, ND

OverpricedModerate · 25
$29,18378,012 mi

Market: $17,999 – $28,399

Comparison: 25 similar vehicles

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

Valley City, ND

2020 Chevrolet Silverado 2500HD LTZ

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

2020 Chevrolet Silverado 2500HD LTZ

Valley City, ND

UnscoredInsufficient · 3
$29,799180,442 mi

Comparison: 3 similar vehicles

Valley City, ND

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Valley City, ND

Fair PriceLimited · 17
$29,887Mileage not verified

Market: $30,730 – $33,565

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 250 days listed (based on current market benchmarks)

Valley City, ND

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Valley City, ND

UnscoredInsufficient · 0
$30,04529,482 mi

Valley City, ND

2021 Chevrolet Silverado 1500 High Country

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

2021 Chevrolet Silverado 1500 High Country

Valley City, ND

Fair PriceLimited · 17
$31,29999,827 mi

Market: $28,899 – $39,794

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Valley City, ND

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Valley City, ND

Fair PriceModerate · 30
$32,4582,498 mi

Market: $32,163 – $36,533

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 238 days listed (based on current market benchmarks)

Valley City, ND

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Valley City, ND

Fair PriceModerate · 30
$32,458Mileage not verified

Market: $32,163 – $36,533

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Valley City, ND

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Valley City, ND

UnscoredInsufficient · 0
$32,54545,194 mi

Valley City, ND

2022 Dodge Durango R/T

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

2022 Dodge Durango R/T

Valley City, ND

UnscoredInsufficient · 0
$33,04570,820 mi

Valley City, ND

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Valley City, ND

Fair PriceLimited · 10
$33,055Mileage not verified

Market: $31,295 – $33,515

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Valley City, ND

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Valley City, ND

Fair PriceModerate · 30
$33,841Mileage not verified

Market: $32,163 – $36,533

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Valley City, ND

2024 Ford Bronco Sport Outer Banks

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

2024 Ford Bronco Sport Outer Banks

Valley City, ND

UnscoredInsufficient · 3
$34,0838,051 mi

Comparison: 3 similar vehicles

Valley City, ND

2022 GMC Sierra 1500 SLT

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

2022 GMC Sierra 1500 SLT

Valley City, ND

UnscoredInsufficient · 3
$34,79991,949 mi

Comparison: 3 similar vehicles

Valley City, ND

2022 RAM 1500 Pickup Limited

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

2022 RAM 1500 Pickup Limited

Valley City, ND

Fair PriceLimited · 14
$35,045112,075 mi

Market: $24,500 – $54,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Valley City, ND

2022 RAM 1500 Pickup Laramie

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

2022 RAM 1500 Pickup Laramie

Valley City, ND

Unscored
$35,99965,600 mi

Comparison: 6 similar vehicles

Valley City, ND

2020 Ford F-150 Platinum

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

2020 Ford F-150 Platinum

Valley City, ND

UnscoredInsufficient · 0
$36,22859,563 mi

Valley City, ND

2018 RAM 3500 Pickup Laramie Limited

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

2018 RAM 3500 Pickup Laramie Limited

Valley City, ND

UnscoredInsufficient · 0
$36,545158,389 mi

Valley City, ND

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Valley City, ND

Unscored
$36,590146 mi

Comparison: 8 similar vehicles

Valley City, ND

2022 RAM 1500 Pickup Laramie

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

2022 RAM 1500 Pickup Laramie

Valley City, ND

OverpricedLimited · 11
$37,54564,791 mi

Market: $26,386 – $35,999

Comparison: 11 similar vehicles

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

Valley City, ND

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Valley City, ND

Unscored
$37,786373 mi

Comparison: 8 similar vehicles

Valley City, ND

2020 RAM 3500 Pickup Big Horn

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

2020 RAM 3500 Pickup Big Horn

Valley City, ND

Unscored
$38,545114,500 mi

Comparison: 5 similar vehicles

Valley City, ND

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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