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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

54 listings found

2018 Ford Focus SE

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

2018 Ford Focus SE

Rillito, AZ

Great DealModerate · 21
$5,995115,669 mi

Market: $7,500 – $14,590

Comparison: 21 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 117 days listed (based on current market benchmarks)

Rillito, AZ

2013 Acura ILX Premium

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

2013 Acura ILX Premium

Rillito, AZ

UnscoredInsufficient · 0
$5,995228,607 mi

Rillito, AZ

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Rillito, AZ

Unscored
$6,995131,675 mi

Comparison: 14 similar vehicles

Rillito, AZ

2015 Kia Optima EX

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

2015 Kia Optima EX

Rillito, AZ

Unscored
$6,995122,940 mi

Comparison: 6 similar vehicles

Rillito, AZ

2005 Ford F-350 Super Duty XL

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

2005 Ford F-350 Super Duty XL

Rillito, AZ

UnscoredInsufficient · 0
$6,995159,982 mi

Rillito, AZ

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Rillito, AZ

Unscored
$7,995142,129 mi

Comparison: 15 similar vehicles

Rillito, AZ

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Rillito, AZ

UnscoredInsufficient · 4
$8,595101,000 mi

Comparison: 4 similar vehicles

Rillito, AZ

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Rillito, AZ

Unscored
$8,995148,182 mi

Comparison: 14 similar vehicles

Rillito, AZ

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Rillito, AZ

Unscored
$8,995122,976 mi

Comparison: 13 similar vehicles

Rillito, AZ

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Rillito, AZ

UnscoredInsufficient · 4
$8,995116,400 mi

Comparison: 4 similar vehicles

Rillito, AZ

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Rillito, AZ

UnscoredInsufficient · 3
$8,995202,059 mi

Comparison: 3 similar vehicles

Rillito, AZ

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

Rillito, AZ

UnscoredInsufficient · 4
$9,995115,500 mi

Comparison: 4 similar vehicles

Rillito, AZ

2018 GMC Acadia SLE-2

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

2018 GMC Acadia SLE-2

Rillito, AZ

UnscoredInsufficient · 0
$9,995132,108 mi

Rillito, AZ

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

Rillito, AZ

Unscored
$9,995161,909 mi

Comparison: 12 similar vehicles

Rillito, AZ

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Rillito, AZ

UnscoredInsufficient · 4
$11,595100,518 mi

Comparison: 4 similar vehicles

Rillito, AZ

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Rillito, AZ

Fair PriceModerate · 34
$11,995106,129 mi

Market: $9,250 – $17,796

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Rillito, AZ

2020 Nissan Frontier S

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

2020 Nissan Frontier S

Rillito, AZ

Unscored
$11,995121,600 mi

Comparison: 12 similar vehicles

Rillito, AZ

2019 Nissan Frontier S

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

2019 Nissan Frontier S

Rillito, AZ

UnscoredInsufficient · 0
$11,99587,607 mi

Rillito, AZ

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Rillito, AZ

Fair PriceLimited · 14
$12,995104,140 mi

Market: $8,995 – $20,399

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Rillito, AZ

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Rillito, AZ

Unscored
$12,995125,000 mi

Comparison: 14 similar vehicles

Rillito, AZ

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Rillito, AZ

Fair PriceModerate · 24
$13,495113,702 mi

Market: $12,988 – $20,477

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Rillito, AZ

2023 Nissan Altima S

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

2023 Nissan Altima S

Rillito, AZ

Fair PriceModerate · 32
$13,99591,400 mi

Market: $7,900 – $21,795

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Rillito, AZ

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Rillito, AZ

Unscored
$13,995149,000 mi

Comparison: 11 similar vehicles

Rillito, AZ

2023 Kia Soul S

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

2023 Kia Soul S

Rillito, AZ

UnscoredInsufficient · 0
$14,99567,641 mi

Rillito, AZ

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Rillito, AZ

Unscored
$14,99570,538 mi

Comparison: 7 similar vehicles

Rillito, AZ

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Rillito, AZ

Unscored
$14,99577,289 mi

Comparison: 7 similar vehicles

Rillito, AZ

2022 Nissan Frontier S

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

2022 Nissan Frontier S

Rillito, AZ

Unscored
$14,995122,461 mi

Comparison: 21 similar vehicles

Rillito, AZ

2017 Hyundai Santa Fe Sport 2.0T

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

2017 Hyundai Santa Fe Sport 2.0T

Rillito, AZ

UnscoredInsufficient · 0
$14,99536,175 mi

Rillito, AZ

2022 Volkswagen Tiguan S

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

2022 Volkswagen Tiguan S

Rillito, AZ

UnscoredInsufficient · 0
$15,99559,757 mi

Rillito, AZ

2021 Jeep Compass Trailhawk

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

2021 Jeep Compass Trailhawk

Rillito, AZ

Unscored
$15,99576,528 mi

Comparison: 10 similar vehicles

Rillito, AZ

2019 INFINITI QX80 Base

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

2019 INFINITI QX80 Base

Rillito, AZ

Unscored
$15,995130,200 mi

Comparison: 12 similar vehicles

Rillito, AZ

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Rillito, AZ

Fair PriceLimited · 10
$16,995101,429 mi

Market: $16,000 – $24,886

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Rillito, AZ

2021 Nissan Altima SR

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

2021 Nissan Altima SR

Rillito, AZ

Fair PriceLimited · 15
$16,99570,415 mi

Market: $16,083 – $20,576

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 570 days listed (based on current market benchmarks)

Rillito, AZ

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

Rillito, AZ

Unscored
$16,995117,000 mi

Comparison: 8 similar vehicles

Rillito, AZ

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Rillito, AZ

Unscored
$17,995110,000 mi

Comparison: 6 similar vehicles

Rillito, AZ

2022 Kia K5 LXS

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

2022 Kia K5 LXS

Rillito, AZ

UnscoredInsufficient · 4
$17,99557,989 mi

Comparison: 4 similar vehicles

Rillito, AZ

2020 INFINITI QX80 Base

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

2020 INFINITI QX80 Base

Rillito, AZ

UnscoredInsufficient · 4
$17,995113,620 mi

Comparison: 4 similar vehicles

Rillito, AZ

2018 Dodge Durango SXT Plus

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

2018 Dodge Durango SXT Plus

Rillito, AZ

Fair PriceLimited · 13
$18,59569,297 mi

Market: $7,500 – $21,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 334 days listed (based on current market benchmarks)

Rillito, AZ

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Rillito, AZ

Fair PriceLimited · 11
$18,99565,906 mi

Market: $13,589 – $22,597

Comparison: 11 similar vehicles

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

Rillito, AZ

2020 Dodge Charger SXT

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

2020 Dodge Charger SXT

Rillito, AZ

UnscoredInsufficient · 0
$18,99551,741 mi

Rillito, AZ

2020 Honda CR-V EX-L

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

2020 Honda CR-V EX-L

Rillito, AZ

Fair PriceLimited · 10
$18,995113,056 mi

Market: $15,000 – $24,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)

Rillito, AZ

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Rillito, AZ

Fair PriceLimited · 12
$19,99533,400 mi

Market: $18,899 – $23,072

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Rillito, AZ

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Rillito, AZ

Fair PriceModerate · 26
$19,99568,621 mi

Market: $18,839 – $20,204

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 570 days listed (based on current market benchmarks)

Rillito, AZ

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Rillito, AZ

Unscored
$19,99552,697 mi

Comparison: 7 similar vehicles

Rillito, AZ

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Rillito, AZ

Fair PriceModerate · 23
$19,99556,960 mi

Market: $17,990 – $22,590

Comparison: 23 similar vehicles

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

Rillito, AZ

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Rillito, AZ

Unscored
$20,59576,900 mi

Comparison: 8 similar vehicles

Rillito, AZ

2018 Jeep Grand Cherokee Trailhawk

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

2018 Jeep Grand Cherokee Trailhawk

Rillito, AZ

UnscoredInsufficient · 3
$20,59584,917 mi

Comparison: 3 similar vehicles

Rillito, AZ

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Rillito, AZ

Unscored
$20,89550,640 mi

Comparison: 5 similar vehicles

Rillito, AZ

2023 RAM 1500 Classic SLT

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

2023 RAM 1500 Classic SLT

Rillito, AZ

UnscoredInsufficient · 4
$22,895110,364 mi

Comparison: 4 similar vehicles

Rillito, AZ

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Rillito, AZ

UnscoredInsufficient · 4
$24,99564,259 mi

Comparison: 4 similar vehicles

Rillito, AZ

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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