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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 2, 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

143 listings found

2021 Chevrolet Trailblazer LS

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

2021 Chevrolet Trailblazer LS

Oakfield, NY

Unscored
$14,69260,892 mi

Comparison: 6 similar vehicles

Oakfield, NY

2020 Ford Edge SE

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

2020 Ford Edge SE

Oakfield, NY

UnscoredInsufficient · 0
$15,76754,840 mi

Oakfield, NY

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Oakfield, NY

Fair PriceModerate · 42
$15,79379,656 mi

Market: $15,900 – $19,125

Comparison: 42 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 75 days listed (based on current market benchmarks)

Oakfield, NY

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

Oakfield, NY

UnscoredInsufficient · 4
$15,99363,354 mi

Comparison: 4 similar vehicles

Oakfield, NY

2019 Hyundai Tucson Night

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

2019 Hyundai Tucson Night

Oakfield, NY

Unscored
$16,44770,565 mi

Comparison: 7 similar vehicles

Oakfield, NY

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Oakfield, NY

UnscoredInsufficient · 4
$16,49673,755 mi

Comparison: 4 similar vehicles

Oakfield, NY

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Oakfield, NY

UnscoredInsufficient · 0
$16,58834,436 mi

Oakfield, NY

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Oakfield, NY

Fair PriceRobust · 95
$16,59267,078 mi

Market: $9,995 – $19,135

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Oakfield, NY

2022 Chevrolet Equinox 2FL

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

2022 Chevrolet Equinox 2FL

Oakfield, NY

UnscoredInsufficient · 3
$16,88765,906 mi

Comparison: 3 similar vehicles

Oakfield, NY

2018 Chevrolet Colorado Z71

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

2018 Chevrolet Colorado Z71

Oakfield, NY

UnscoredInsufficient · 3
$16,982115,627 mi

Comparison: 3 similar vehicles

Oakfield, NY

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Oakfield, NY

Fair PriceModerate · 31
$16,98864,746 mi

Market: $14,170 – $20,107

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Oakfield, NY

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Oakfield, NY

Fair PriceModerate · 43
$16,99182,253 mi

Market: $9,990 – $20,998

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Oakfield, NY

2023 Chevrolet Equinox LS

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

2023 Chevrolet Equinox LS

Oakfield, NY

Great DealLimited · 11
$16,99338,566 mi

Market: $18,690 – $21,620

Comparison: 11 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 117 days listed (based on current market benchmarks)

Oakfield, NY

2021 Chevrolet Trailblazer Activ

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

2021 Chevrolet Trailblazer Activ

Oakfield, NY

UnscoredInsufficient · 0
$17,29685,506 mi

Oakfield, NY

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Oakfield, NY

Fair PriceModerate · 21
$17,39267,889 mi

Market: $16,590 – $20,590

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Oakfield, NY

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Oakfield, NY

Fair PriceModerate · 48
$17,45281,198 mi

Market: $13,990 – $18,995

Comparison: 48 similar vehicles

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

Oakfield, NY

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Oakfield, NY

Unscored
$17,47645,754 mi

Comparison: 5 similar vehicles

Oakfield, NY

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Oakfield, NY

Fair PriceModerate · 34
$17,47880,709 mi

Market: $17,870 – $19,990

Comparison: 34 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 5 days listed (based on current market benchmarks)

Oakfield, NY

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Oakfield, NY

Fair PriceLimited · 15
$17,49672,197 mi

Market: $17,993 – $25,171

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 145 days listed (based on current market benchmarks)

Oakfield, NY

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Oakfield, NY

UnscoredInsufficient · 0
$17,59639,477 mi

Oakfield, NY

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Oakfield, NY

Unscored
$17,86781,866 mi

Comparison: 19 similar vehicles

Oakfield, NY

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Oakfield, NY

Unscored
$17,87869,086 mi

Comparison: 7 similar vehicles

Oakfield, NY

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Oakfield, NY

Fair PriceLimited · 14
$17,89163,470 mi

Market: $13,663 – $22,108

Comparison: 14 similar vehicles

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

Oakfield, NY

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Oakfield, NY

UnscoredInsufficient · 0
$17,97856,137 mi

Oakfield, NY

2018 Honda Civic Hatchback Sport

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

2018 Honda Civic Hatchback Sport

Oakfield, NY

UnscoredInsufficient · 3
$17,98763,470 mi

Comparison: 3 similar vehicles

Oakfield, NY

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Oakfield, NY

Fair PriceLimited · 17
$17,98965,981 mi

Market: $16,481 – $20,925

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Oakfield, NY

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Oakfield, NY

UnscoredInsufficient · 4
$17,99349,428 mi

Comparison: 4 similar vehicles

Oakfield, NY

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Oakfield, NY

UnscoredInsufficient · 4
$18,22969,598 mi

Comparison: 4 similar vehicles

Oakfield, NY

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Oakfield, NY

Fair PriceModerate · 30
$18,29648,696 mi

Market: $18,670 – $21,172

Comparison: 30 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 145 days listed (based on current market benchmarks)

Oakfield, NY

2018 Honda Accord LX

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

2018 Honda Accord LX

Oakfield, NY

UnscoredInsufficient · 0
$18,44749,047 mi

Oakfield, NY

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Oakfield, NY

Fair PriceLimited · 11
$18,44861,064 mi

Market: $17,775 – $21,434

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Oakfield, NY

2022 Ford Edge SE

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

2022 Ford Edge SE

Oakfield, NY

UnscoredInsufficient · 0
$18,49646,318 mi

Oakfield, NY

2021 Jeep Cherokee Limited

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

2021 Jeep Cherokee Limited

Oakfield, NY

Fair PriceRobust · 86
$18,55267,832 mi

Market: $15,455 – $21,490

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Oakfield, NY

2019 Cadillac XT4 Sport

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

2019 Cadillac XT4 Sport

Oakfield, NY

Fair PriceLimited · 11
$18,55760,031 mi

Market: $15,165 – $21,795

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Oakfield, NY

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Oakfield, NY

Fair PriceRobust · 53
$18,97457,577 mi

Market: $19,532 – $22,627

Comparison: 53 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Oakfield, NY

2021 Chevrolet Traverse 1LT

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

2021 Chevrolet Traverse 1LT

Oakfield, NY

Fair PriceModerate · 22
$18,98472,883 mi

Market: $18,995 – $24,145

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 61 days listed (based on current market benchmarks)

Oakfield, NY

2023 Chevrolet Blazer 2LT

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

2023 Chevrolet Blazer 2LT

Oakfield, NY

Unscored
$18,99380,620 mi

Comparison: 6 similar vehicles

Oakfield, NY

2021 Volkswagen Tiguan SE R-LINE BLACK

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

2021 Volkswagen Tiguan SE R-LINE BLACK

Oakfield, NY

UnscoredInsufficient · 0
$19,25252,398 mi

Oakfield, NY

2025 Chevrolet Trax LS

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

2025 Chevrolet Trax LS

Oakfield, NY

Fair PriceLimited · 17
$19,29623,529 mi

Market: $18,871 – $22,101

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Oakfield, NY

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Oakfield, NY

Fair PriceModerate · 20
$19,34212,977 mi

Market: $18,470 – $20,891

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Oakfield, NY

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Oakfield, NY

Fair PriceModerate · 44
$19,39678,835 mi

Market: $18,170 – $23,985

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Oakfield, NY

2020 Buick Envision Essence

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

2020 Buick Envision Essence

Oakfield, NY

UnscoredInsufficient · 0
$19,44753,279 mi

Oakfield, NY

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Oakfield, NY

UnscoredInsufficient · 4
$19,46367,216 mi

Comparison: 4 similar vehicles

Oakfield, NY

2022 Subaru Outback Base

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

2022 Subaru Outback Base

Oakfield, NY

UnscoredInsufficient · 0
$19,55764,036 mi

Oakfield, NY

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Oakfield, NY

Fair PriceRobust · 341
$19,56927,518 mi

Market: $17,775 – $29,275

Comparison: 341 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Oakfield, NY

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Oakfield, NY

Fair PriceRobust · 98
$19,65827,500 mi

Market: $18,568 – $22,690

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Oakfield, NY

2020 RAM 1500 Classic Warlock

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

2020 RAM 1500 Classic Warlock

Oakfield, NY

Fair PriceRobust · 133
$19,74791,142 mi

Market: $19,142 – $27,630

Comparison: 133 similar vehicles

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

Oakfield, NY

2017 Chevrolet Tahoe Premier

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

2017 Chevrolet Tahoe Premier

Oakfield, NY

Unscored
$19,792125,605 mi

Comparison: 10 similar vehicles

Oakfield, NY

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Oakfield, NY

Fair PriceLimited · 10
$19,89240,534 mi

Market: $19,637 – $24,525

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Oakfield, NY

2020 Subaru Outback Onyx Edition

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

2020 Subaru Outback Onyx Edition

Oakfield, NY

Unscored
$19,89270,353 mi

Comparison: 5 similar vehicles

Oakfield, NY

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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