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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 12, 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

1,261 listings found

2015 Ford Focus SE

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

2015 Ford Focus SE

Napa, CA

Unscored
$6,000139,235 mi

Comparison: 9 similar vehicles

Napa, CA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Napa, CA

Unscored
$6,495154,879 mi

Comparison: 17 similar vehicles

Napa, CA

2017 Nissan LEAF SV

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

2017 Nissan LEAF SV

Napa, CA

UnscoredInsufficient · 0
$6,94737,098 mi

Napa, CA

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Napa, CA

Unscored
$7,427154,026 mi

Comparison: 9 similar vehicles

Napa, CA

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Napa, CA

UnscoredInsufficient · 3
$7,888117,215 mi

Comparison: 3 similar vehicles

Napa, CA

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Napa, CA

UnscoredInsufficient · 3
$7,980101,518 mi

Comparison: 3 similar vehicles

Napa, CA

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Napa, CA

Unscored
$7,99989,000 mi

Comparison: 6 similar vehicles

Napa, CA

2014 Nissan Pathfinder SV

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

2014 Nissan Pathfinder SV

Napa, CA

UnscoredInsufficient · 3
$8,000154,322 mi

Comparison: 3 similar vehicles

Napa, CA

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Napa, CA

UnscoredInsufficient · 4
$8,947116,855 mi

Comparison: 4 similar vehicles

Napa, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Napa, CA

UnscoredInsufficient · 0
$9,94758,080 mi

Napa, CA

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Napa, CA

Unscored
$9,980157,736 mi

Comparison: 17 similar vehicles

Napa, CA

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

Napa, CA

UnscoredInsufficient · 4
$10,000173,250 mi

Comparison: 4 similar vehicles

Napa, CA

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Napa, CA

Unscored
$10,068175,276 mi

Comparison: 9 similar vehicles

Napa, CA

2012 Honda Civic LX

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

2012 Honda Civic LX

Napa, CA

Unscored
$10,079195,689 mi

Comparison: 21 similar vehicles

Napa, CA

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Napa, CA

UnscoredInsufficient · 0
$10,079183,938 mi

Napa, CA

2013 Honda CR-Z EX

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

2013 Honda CR-Z EX

Napa, CA

UnscoredInsufficient · 0
$10,169111,056 mi

Napa, CA

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Napa, CA

Unscored
$10,47982,711 mi

Comparison: 7 similar vehicles

Napa, CA

2017 Nissan Sentra SR

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

2017 Nissan Sentra SR

Napa, CA

UnscoredInsufficient · 0
$10,61776,041 mi

Napa, CA

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Napa, CA

Fair PriceModerate · 20
$10,98071,484 mi

Market: $5,000 – $13,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Napa, CA

2013 Scion xD Base

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

2013 Scion xD Base

Napa, CA

UnscoredInsufficient · 0
$10,99984,000 mi

Napa, CA

2016 Acura RDX Advance Package

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

2016 Acura RDX Advance Package

Napa, CA

UnscoredInsufficient · 3
$11,168195,989 mi

Comparison: 3 similar vehicles

Napa, CA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Napa, CA

UnscoredInsufficient · 0
$11,66741,252 mi

Napa, CA

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Napa, CA

Unscored
$11,888117,167 mi

Comparison: 5 similar vehicles

Napa, CA

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Napa, CA

Unscored
$11,980121,871 mi

Comparison: 12 similar vehicles

Napa, CA

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Napa, CA

UnscoredInsufficient · 0
$11,99951,000 mi

Napa, CA

2006 Ford F-150 FX4

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

2006 Ford F-150 FX4

Napa, CA

UnscoredInsufficient · 0
$12,688112,827 mi

Napa, CA

2022 Hyundai Venue SE

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

2022 Hyundai Venue SE

Napa, CA

UnscoredInsufficient · 0
$13,17988,038 mi

Napa, CA

2010 Acura RDX Technology Package

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

2010 Acura RDX Technology Package

Napa, CA

UnscoredInsufficient · 3
$13,179125,949 mi

Comparison: 3 similar vehicles

Napa, CA

2014 Hyundai Genesis 3.8

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

2014 Hyundai Genesis 3.8

Napa, CA

UnscoredInsufficient · 0
$13,66729,493 mi

Napa, CA

2011 Lexus RX 450h

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

2011 Lexus RX 450h

Napa, CA

Unscored
$13,823122,221 mi

Comparison: 5 similar vehicles

Napa, CA

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Napa, CA

Unscored
$13,970143,528 mi

Comparison: 11 similar vehicles

Napa, CA

2017 Nissan Murano SV

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

2017 Nissan Murano SV

Napa, CA

UnscoredInsufficient · 4
$13,980100,448 mi

Comparison: 4 similar vehicles

Napa, CA

2008 Toyota Avalon XLS

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

2008 Toyota Avalon XLS

Napa, CA

UnscoredInsufficient · 0
$13,99954,000 mi

Napa, CA

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Napa, CA

Unscored
$14,079138,860 mi

Comparison: 16 similar vehicles

Napa, CA

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Napa, CA

UnscoredInsufficient · 3
$14,16761,551 mi

Comparison: 3 similar vehicles

Napa, CA

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Napa, CA

Unscored
$14,488107,917 mi

Comparison: 9 similar vehicles

Napa, CA

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Napa, CA

Fair PriceLimited · 19
$14,52181,432 mi

Market: $12,250 – $16,299

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Napa, CA

2022 Nissan Kicks SV

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

2022 Nissan Kicks SV

Napa, CA

Unscored
$14,61781,324 mi

Comparison: 6 similar vehicles

Napa, CA

2021 Nissan Rogue Sport S

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

2021 Nissan Rogue Sport S

Napa, CA

UnscoredInsufficient · 4
$14,61775,438 mi

Comparison: 4 similar vehicles

Napa, CA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Napa, CA

UnscoredInsufficient · 0
$14,9473,022 mi

Napa, CA

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Napa, CA

Unscored
$15,07996,205 mi

Comparison: 6 similar vehicles

Napa, CA

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Napa, CA

UnscoredInsufficient · 3
$15,16065,034 mi

Comparison: 3 similar vehicles

Napa, CA

2018 Toyota C-HR XLE Premium

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

2018 Toyota C-HR XLE Premium

Napa, CA

UnscoredInsufficient · 3
$15,16895,956 mi

Comparison: 3 similar vehicles

Napa, CA

2016 Hyundai Santa Fe SE

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

2016 Hyundai Santa Fe SE

Napa, CA

Unscored
$15,17867,698 mi

Comparison: 5 similar vehicles

Napa, CA

2018 Honda Pilot EX

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

2018 Honda Pilot EX

Napa, CA

Unscored
$15,380121,930 mi

Comparison: 20 similar vehicles

Napa, CA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Napa, CA

Fair PriceModerate · 26
$15,68868,261 mi

Market: $14,622 – $24,559

Comparison: 26 similar vehicles

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

Napa, CA

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Napa, CA

Fair PriceLimited · 17
$15,93034,467 mi

Market: $15,499 – $16,299

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Napa, CA

2023 Nissan Versa Sedan SV

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

2023 Nissan Versa Sedan SV

Napa, CA

Unscored
$15,98044,897 mi

Comparison: 7 similar vehicles

Napa, CA

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Napa, CA

Unscored
$16,079109,015 mi

Comparison: 25 similar vehicles

Napa, CA

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Napa, CA

Fair PriceLimited · 13
$16,16769,773 mi

Market: $11,851 – $17,925

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Napa, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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