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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

399 listings found

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Gloucester, VA

Unscored
$7,394181,797 mi

Comparison: 28 similar vehicles

Gloucester, VA

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Gloucester, VA

Unscored
$10,981128,345 mi

Comparison: 5 similar vehicles

Gloucester, VA

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Gloucester, VA

UnscoredInsufficient · 4
$11,394171,290 mi

Comparison: 4 similar vehicles

Gloucester, VA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Gloucester, VA

Fair PriceModerate · 42
$12,502106,161 mi

Market: $9,650 – $15,799

Comparison: 42 similar vehicles

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

Gloucester, VA

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Gloucester, VA

Fair PriceLimited · 11
$13,59480,550 mi

Market: $7,999 – $14,189

Comparison: 11 similar vehicles

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

Gloucester, VA

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Gloucester, VA

Unscored
$13,594149,105 mi

Comparison: 5 similar vehicles

Gloucester, VA

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Gloucester, VA

Unscored
$13,813146,679 mi

Comparison: 5 similar vehicles

Gloucester, VA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Gloucester, VA

Fair PriceModerate · 26
$14,682113,949 mi

Market: $13,995 – $20,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Gloucester, VA

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Gloucester, VA

Fair PriceRobust · 172
$15,09492,792 mi

Market: $10,850 – $22,998

Comparison: 172 similar vehicles

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

Gloucester, VA

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Gloucester, VA

Fair PriceModerate · 41
$15,09462,868 mi

Market: $7,494 – $17,998

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Gloucester, VA

2017 Nissan Frontier PRO-4X

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

2017 Nissan Frontier PRO-4X

Gloucester, VA

UnscoredInsufficient · 0
$15,187151,700 mi

Gloucester, VA

2022 Kia Soul LX

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

2022 Kia Soul LX

Gloucester, VA

UnscoredInsufficient · 3
$15,45459,898 mi

Comparison: 3 similar vehicles

Gloucester, VA

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Gloucester, VA

Unscored
$15,49479,095 mi

Comparison: 7 similar vehicles

Gloucester, VA

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Gloucester, VA

Fair PriceLimited · 16
$15,538114,026 mi

Market: $9,995 – $20,532

Comparison: 16 similar vehicles

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

Gloucester, VA

2014 GMC Yukon Denali

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

2014 GMC Yukon Denali

Gloucester, VA

UnscoredInsufficient · 0
$16,384138,364 mi

Gloucester, VA

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Gloucester, VA

Fair PriceLimited · 15
$18,39495,860 mi

Market: $13,700 – $18,418

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Gloucester, VA

2018 Audi Q7 Premium Plus

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

2018 Audi Q7 Premium Plus

Gloucester, VA

Unscored
$18,93766,571 mi

Comparison: 9 similar vehicles

Gloucester, VA

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Gloucester, VA

Unscored
$18,981141,503 mi

Comparison: 19 similar vehicles

Gloucester, VA

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Gloucester, VA

Unscored
$19,19354,988 mi

Comparison: 16 similar vehicles

Gloucester, VA

2020 Dodge Charger SXT

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

2020 Dodge Charger SXT

Gloucester, VA

Fair PriceModerate · 41
$19,594111,673 mi

Market: $11,999 – $25,998

Comparison: 41 similar vehicles

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

Gloucester, VA

2023 Mitsubishi Outlander ES

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

2023 Mitsubishi Outlander ES

Gloucester, VA

UnscoredInsufficient · 0
$19,74459,104 mi

Gloucester, VA

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Gloucester, VA

Fair PriceRobust · 93
$19,98183,405 mi

Market: $19,363 – $28,094

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Gloucester, VA

2021 Chevrolet Traverse 3LT

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

2021 Chevrolet Traverse 3LT

Gloucester, VA

Unscored
$20,087105,106 mi

Comparison: 6 similar vehicles

Gloucester, VA

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Gloucester, VA

Unscored
$20,17767,596 mi

Comparison: 9 similar vehicles

Gloucester, VA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Gloucester, VA

Fair PriceLimited · 15
$21,76894,542 mi

Market: $12,999 – $21,994

Comparison: 15 similar vehicles

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

Gloucester, VA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Gloucester, VA

Fair PriceRobust · 96
$21,98150,510 mi

Market: $18,300 – $24,698

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Gloucester, VA

2012 Lexus IS 250

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

2012 Lexus IS 250

Gloucester, VA

UnscoredInsufficient · 0
$21,99340,285 mi

Gloucester, VA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Gloucester, VA

Unscored
$22,09446,608 mi

Comparison: 8 similar vehicles

Gloucester, VA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Gloucester, VA

Unscored
$23,27448,956 mi

Comparison: 7 similar vehicles

Gloucester, VA

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

Gloucester, VA

UnscoredInsufficient · 0
$23,39446,348 mi

Gloucester, VA

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Gloucester, VA

Fair PriceModerate · 23
$23,58515,741 mi

Market: $23,589 – $24,892

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 28 days listed (based on current market benchmarks)

Gloucester, VA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Gloucester, VA

Fair PriceLimited · 10
$23,58827,891 mi

Market: $20,998 – $24,481

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Gloucester, VA

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Gloucester, VA

Unscored
$23,80732,639 mi

Comparison: 8 similar vehicles

Gloucester, VA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Gloucester, VA

Fair PriceModerate · 30
$23,98155,043 mi

Market: $21,389 – $24,250

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Gloucester, VA

2017 Chevrolet Colorado ZR2

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

2017 Chevrolet Colorado ZR2

Gloucester, VA

UnscoredInsufficient · 3
$23,98183,062 mi

Comparison: 3 similar vehicles

Gloucester, VA

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Gloucester, VA

Fair PriceModerate · 31
$24,183Mileage not verified

Market: $23,394 – $25,884

Comparison: 31 similar vehicles

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

Gloucester, VA

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Gloucester, VA

UnscoredInsufficient · 0
$24,39436,559 mi

Gloucester, VA

2024 Volkswagen Golf GTI S

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

2024 Volkswagen Golf GTI S

Gloucester, VA

Fair PriceLimited · 19
$24,49449,106 mi

Market: $23,898 – $27,606

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Gloucester, VA

2017 Nissan Titan PRO-4X

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

2017 Nissan Titan PRO-4X

Gloucester, VA

Unscored
$24,59491,155 mi

Comparison: 7 similar vehicles

Gloucester, VA

2019 Toyota Tacoma SR

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

2019 Toyota Tacoma SR

Gloucester, VA

Fair PriceLimited · 13
$24,67793,686 mi

Market: $20,799 – $31,892

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Gloucester, VA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Gloucester, VA

Unscored
$24,97956,273 mi

Comparison: 7 similar vehicles

Gloucester, VA

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Gloucester, VA

Fair PriceRobust · 80
$24,999Mileage not verified

Market: $23,989 – $34,548

Comparison: 80 similar vehicles

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

Gloucester, VA

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Gloucester, VA

Unscored
$25,09449,417 mi

Comparison: 5 similar vehicles

Gloucester, VA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Gloucester, VA

Fair PriceRobust · 73
$25,16444,769 mi

Market: $18,693 – $26,730

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Gloucester, VA

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Gloucester, VA

Fair PriceLimited · 19
$25,68283,576 mi

Market: $19,945 – $28,100

Comparison: 19 similar vehicles

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

Gloucester, VA

2023 Mazda Mazda3 Carbon Edition

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

2023 Mazda Mazda3 Carbon Edition

Gloucester, VA

UnscoredInsufficient · 0
$25,68529,077 mi

Gloucester, VA

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Gloucester, VA

Unscored
$25,688129,152 mi

Comparison: 31 similar vehicles

Gloucester, VA

2022 Toyota Prius XLE

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

2022 Toyota Prius XLE

Gloucester, VA

UnscoredInsufficient · 0
$25,98172,867 mi

Gloucester, VA

2022 Kia Telluride SX

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

2022 Kia Telluride SX

Gloucester, VA

Unscored
$25,99495,637 mi

Comparison: 26 similar vehicles

Gloucester, VA

2022 Hyundai Palisade Limited

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

2022 Hyundai Palisade Limited

Gloucester, VA

Fair PriceRobust · 70
$25,99476,007 mi

Market: $22,399 – $30,794

Comparison: 70 similar vehicles

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

Gloucester, VA

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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