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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 7, 2026

7.1M+

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

83 listings found

2011 Ford Escape XLS

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

2011 Ford Escape XLS

Escalon, CA

UnscoredInsufficient · 0
$9,06571,528 mi

Escalon, CA

2017 Chevrolet Malibu 1FL

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

2017 Chevrolet Malibu 1FL

Escalon, CA

UnscoredInsufficient · 0
$9,770125,738 mi

Escalon, CA

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Escalon, CA

Unscored
$9,870116,258 mi

Comparison: 7 similar vehicles

Escalon, CA

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Escalon, CA

Unscored
$10,570121,710 mi

Comparison: 19 similar vehicles

Escalon, CA

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Escalon, CA

UnscoredInsufficient · 4
$10,770156,331 mi

Comparison: 4 similar vehicles

Escalon, CA

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Escalon, CA

Fair PriceLimited · 11
$11,47099,957 mi

Market: $8,999 – $15,065

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Escalon, CA

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Escalon, CA

Unscored
$11,565116,359 mi

Comparison: 5 similar vehicles

Escalon, CA

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Escalon, CA

Fair PriceLimited · 13
$11,57088,701 mi

Market: $5,800 – $15,090

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Escalon, CA

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

Escalon, CA

Unscored
$12,17077,176 mi

Comparison: 6 similar vehicles

Escalon, CA

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Escalon, CA

Fair PriceLimited · 11
$13,04078,179 mi

Market: $8,999 – $15,065

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Escalon, CA

2017 Ford Escape SE

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

2017 Ford Escape SE

Escalon, CA

UnscoredInsufficient · 0
$13,54046,055 mi

Escalon, CA

2015 Ford F-550

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

2015 Ford F-550

Escalon, CA

UnscoredInsufficient · 0
$13,940193,574 mi

Escalon, CA

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Escalon, CA

Unscored
$14,940123,953 mi

Comparison: 11 similar vehicles

Escalon, CA

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Escalon, CA

Unscored
$14,97033,502 mi

Comparison: 5 similar vehicles

Escalon, CA

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Escalon, CA

Unscored
$15,06532,183 mi

Comparison: 5 similar vehicles

Escalon, CA

2016 Jeep Grand Cherokee Laredo

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

2016 Jeep Grand Cherokee Laredo

Escalon, CA

UnscoredInsufficient · 4
$15,065123,733 mi

Comparison: 4 similar vehicles

Escalon, CA

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Escalon, CA

Unscored
$15,37027,071 mi

Comparison: 8 similar vehicles

Escalon, CA

2008 Ford E-Series Econoline Van Commercial

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

2008 Ford E-Series Econoline Van Commercial

Escalon, CA

Unscored
$15,55089,508 mi

Comparison: 7 similar vehicles

Escalon, CA

2019 Ford Transit Passenger Van XL

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

2019 Ford Transit Passenger Van XL

Escalon, CA

UnscoredInsufficient · 3
$15,870140,265 mi

Comparison: 3 similar vehicles

Escalon, CA

2018 Hyundai Sonata Eco

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

2018 Hyundai Sonata Eco

Escalon, CA

UnscoredInsufficient · 0
$15,96033,542 mi

Escalon, CA

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

Escalon, CA

Fair PriceLimited · 10
$15,97090,910 mi

Market: $10,999 – $16,627

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Escalon, CA

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Escalon, CA

Unscored
$16,47064,321 mi

Comparison: 8 similar vehicles

Escalon, CA

2018 Ford F-350 Super Duty Chassis Cab XL

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

2018 Ford F-350 Super Duty Chassis Cab XL

Escalon, CA

UnscoredInsufficient · 3
$16,950160,757 mi

Comparison: 3 similar vehicles

Escalon, CA

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Escalon, CA

UnscoredInsufficient · 0
$17,06526,106 mi

Escalon, CA

2020 Ford Ranger XL

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

2020 Ford Ranger XL

Escalon, CA

Fair PriceLimited · 10
$17,930107,960 mi

Market: $16,972 – $21,393

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 448 days listed (based on current market benchmarks)

Escalon, CA

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Escalon, CA

UnscoredInsufficient · 4
$17,950116,764 mi

Comparison: 4 similar vehicles

Escalon, CA

2021 RAM Promaster City Tradesman

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

2021 RAM Promaster City Tradesman

Escalon, CA

UnscoredInsufficient · 3
$18,27067,255 mi

Comparison: 3 similar vehicles

Escalon, CA

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

Escalon, CA

UnscoredInsufficient · 0
$18,27033,441 mi

Escalon, CA

2023 GMC Terrain SLE

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

2023 GMC Terrain SLE

Escalon, CA

UnscoredInsufficient · 0
$18,37072,191 mi

Escalon, CA

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Escalon, CA

UnscoredInsufficient · 4
$18,42886,804 mi

Comparison: 4 similar vehicles

Escalon, CA

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Escalon, CA

UnscoredInsufficient · 3
$18,87031,535 mi

Comparison: 3 similar vehicles

Escalon, CA

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Escalon, CA

Unscored
$19,07098,051 mi

Comparison: 5 similar vehicles

Escalon, CA

2018 Ford Transit Connect XL

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

2018 Ford Transit Connect XL

Escalon, CA

UnscoredInsufficient · 0
$19,56732,188 mi

Escalon, CA

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

Escalon, CA

Unscored
$19,57029,472 mi

Comparison: 5 similar vehicles

Escalon, CA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Escalon, CA

UnscoredInsufficient · 3
$19,790184,395 mi

Comparison: 3 similar vehicles

Escalon, CA

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Escalon, CA

UnscoredInsufficient · 4
$19,85092,703 mi

Comparison: 4 similar vehicles

Escalon, CA

2013 Isuzu NPR

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

2013 Isuzu NPR

Escalon, CA

UnscoredInsufficient · 0
$19,910102,406 mi

Escalon, CA

2006 Ford F-450

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

2006 Ford F-450

Escalon, CA

UnscoredInsufficient · 0
$19,930140,702 mi

Escalon, CA

2018 Mercedes-Benz Sprinter Cargo Van Base

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

2018 Mercedes-Benz Sprinter Cargo Van Base

Escalon, CA

UnscoredInsufficient · 0
$20,470133,751 mi

Escalon, CA

2017 RAM 2500 Pickup Tradesman

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

2017 RAM 2500 Pickup Tradesman

Escalon, CA

UnscoredInsufficient · 0
$20,77045,378 mi

Escalon, CA

2020 RAM 1500 Classic Tradesman

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

2020 RAM 1500 Classic Tradesman

Escalon, CA

Fair PriceLimited · 11
$20,86574,687 mi

Market: $17,179 – $22,252

Comparison: 11 similar vehicles

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

Escalon, CA

2019 Chevrolet Express Passenger LS

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

2019 Chevrolet Express Passenger LS

Escalon, CA

UnscoredInsufficient · 0
$21,06580,733 mi

Escalon, CA

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Escalon, CA

Fair PriceLimited · 17
$21,06568,643 mi

Market: $9,950 – $21,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Escalon, CA

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Escalon, CA

UnscoredInsufficient · 0
$21,27032,367 mi

Escalon, CA

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Escalon, CA

UnscoredInsufficient · 0
$21,37032,394 mi

Escalon, CA

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Escalon, CA

Unscored
$21,97084,778 mi

Comparison: 6 similar vehicles

Escalon, CA

2021 RAM 1500 Classic Tradesman

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

2021 RAM 1500 Classic Tradesman

Escalon, CA

Fair PriceModerate · 22
$22,06566,663 mi

Market: $13,995 – $26,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Escalon, CA

2011 Ford F-450 Super Duty Chassis Cab XLT

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

2011 Ford F-450 Super Duty Chassis Cab XLT

Escalon, CA

UnscoredInsufficient · 0
$22,830162,120 mi

Escalon, CA

2014 Ford F-59

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

2014 Ford F-59

Escalon, CA

UnscoredInsufficient · 0
$22,940133,928 mi

Escalon, CA

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Escalon, CA

UnscoredInsufficient · 4
$23,06575,474 mi

Comparison: 4 similar vehicles

Escalon, CA

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 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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