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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

391 listings found

2011 Volkswagen Jetta Base

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

2011 Volkswagen Jetta Base

Williston, VT

UnscoredInsufficient · 0
$5,99955,855 mi

Williston, VT

2015 Audi A5 Premium Plus

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

2015 Audi A5 Premium Plus

Williston, VT

UnscoredInsufficient · 0
$6,500141,683 mi

Williston, VT

2013 Volkswagen Jetta SportWagen TDI

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

2013 Volkswagen Jetta SportWagen TDI

Williston, VT

UnscoredInsufficient · 3
$6,500115,003 mi

Comparison: 3 similar vehicles

Williston, VT

1996 Cadillac Seville

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

1996 Cadillac Seville

Williston, VT

UnscoredInsufficient · 0
$6,95082,391 mi

Williston, VT

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Williston, VT

UnscoredInsufficient · 0
$6,995165,459 mi

Williston, VT

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Williston, VT

UnscoredInsufficient · 0
$7,49996,823 mi

Williston, VT

2017 Volvo XC60 T5 Inscription

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

2017 Volvo XC60 T5 Inscription

Williston, VT

Unscored
$7,900180,422 mi

Comparison: 19 similar vehicles

Williston, VT

2015 Audi A5 Premium Plus

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

2015 Audi A5 Premium Plus

Williston, VT

UnscoredInsufficient · 0
$7,900108,835 mi

Williston, VT

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Williston, VT

Unscored
$7,995144,625 mi

Comparison: 43 similar vehicles

Williston, VT

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Williston, VT

Fair PriceLimited · 14
$8,39991,868 mi

Market: $4,799 – $10,174

Comparison: 14 similar vehicles

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

Williston, VT

2016 Kia Soul Base

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

2016 Kia Soul Base

Williston, VT

Unscored
$8,499108,189 mi

Comparison: 5 similar vehicles

Williston, VT

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Williston, VT

UnscoredInsufficient · 0
$8,995111,030 mi

Williston, VT

2014 Subaru Forester i

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

2014 Subaru Forester i

Williston, VT

UnscoredInsufficient · 3
$8,995125,628 mi

Comparison: 3 similar vehicles

Williston, VT

2014 Toyota Prius v Five

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

2014 Toyota Prius v Five

Williston, VT

UnscoredInsufficient · 0
$8,995161,169 mi

Williston, VT

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Williston, VT

UnscoredInsufficient · 0
$9,39959,000 mi

Williston, VT

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Williston, VT

Salvage title
$9,499152,606 mi

Williston, VT

2015 Mazda MAZDA3 i Sport

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

2015 Mazda MAZDA3 i Sport

Williston, VT

Unscored
$9,499142,806 mi

Comparison: 10 similar vehicles

Williston, VT

2015 Audi Q5 Premium

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

2015 Audi Q5 Premium

Williston, VT

UnscoredInsufficient · 0
$9,499138,683 mi

Williston, VT

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Williston, VT

UnscoredInsufficient · 0
$9,90047,666 mi

Williston, VT

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Williston, VT

Unscored
$9,900132,300 mi

Comparison: 39 similar vehicles

Williston, VT

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Williston, VT

UnscoredInsufficient · 4
$9,995110,021 mi

Comparison: 4 similar vehicles

Williston, VT

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Williston, VT

Fair PriceLimited · 10
$9,999105,784 mi

Market: $8,399 – $16,998

Comparison: 10 similar vehicles

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

Williston, VT

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Williston, VT

Unscored
$9,99984,329 mi

Comparison: 5 similar vehicles

Williston, VT

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Williston, VT

Unscored
$10,900127,632 mi

Comparison: 8 similar vehicles

Williston, VT

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Williston, VT

Fair PriceLimited · 14
$10,99564,153 mi

Market: $10,989 – $17,175

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Williston, VT

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Williston, VT

Unscored
$10,99585,834 mi

Comparison: 9 similar vehicles

Williston, VT

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

Williston, VT

UnscoredInsufficient · 3
$10,995123,224 mi

Comparison: 3 similar vehicles

Williston, VT

2022 Subaru Impreza Base

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

2022 Subaru Impreza Base

Williston, VT

Unscored
$10,999146,126 mi

Comparison: 10 similar vehicles

Williston, VT

2021 Mitsubishi Outlander Sport SE

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

2021 Mitsubishi Outlander Sport SE

Williston, VT

Unscored
$10,999111,385 mi

Comparison: 8 similar vehicles

Williston, VT

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Williston, VT

Fair PriceModerate · 30
$10,99997,485 mi

Market: $6,799 – $14,670

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Williston, VT

2017 Volkswagen Passat R-Line

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

2017 Volkswagen Passat R-Line

Williston, VT

UnscoredInsufficient · 3
$10,999110,908 mi

Comparison: 3 similar vehicles

Williston, VT

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Williston, VT

Unscored
$10,999138,631 mi

Comparison: 5 similar vehicles

Williston, VT

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Williston, VT

UnscoredInsufficient · 0
$10,99954,762 mi

Williston, VT

2011 Hyundai Veracruz Limited

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

2011 Hyundai Veracruz Limited

Williston, VT

UnscoredInsufficient · 0
$10,99963,520 mi

Williston, VT

2019 Subaru Impreza Limited

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

2019 Subaru Impreza Limited

Williston, VT

UnscoredInsufficient · 4
$11,499143,914 mi

Comparison: 4 similar vehicles

Williston, VT

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Williston, VT

Fair PriceModerate · 40
$11,900106,000 mi

Market: $6,500 – $16,998

Comparison: 40 similar vehicles

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

Williston, VT

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Williston, VT

Unscored
$11,999108,348 mi

Comparison: 8 similar vehicles

Williston, VT

2017 Volvo S60 T5 Inscription Platinum

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

2017 Volvo S60 T5 Inscription Platinum

Williston, VT

UnscoredInsufficient · 0
$11,999138,358 mi

Williston, VT

2013 Honda Accord LX

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

2013 Honda Accord LX

Williston, VT

Unscored
$11,999121,987 mi

Comparison: 27 similar vehicles

Williston, VT

2011 Subaru Forester XT Touring

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

2011 Subaru Forester XT Touring

Williston, VT

UnscoredInsufficient · 0
$11,999109,316 mi

Williston, VT

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Williston, VT

Unscored
$12,49992,512 mi

Comparison: 8 similar vehicles

Williston, VT

2017 Audi Q7 Komfort

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

2017 Audi Q7 Komfort

Williston, VT

UnscoredInsufficient · 0
$12,500108,344 mi

Williston, VT

2017 Chevrolet Bolt EV Premier

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

2017 Chevrolet Bolt EV Premier

Williston, VT

UnscoredInsufficient · 0
$12,59979,114 mi

Williston, VT

2017 Volkswagen Passat R-Line

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

2017 Volkswagen Passat R-Line

Williston, VT

UnscoredInsufficient · 3
$12,69984,290 mi

Comparison: 3 similar vehicles

Williston, VT

2017 Jeep Wrangler Sport

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

2017 Jeep Wrangler Sport

Williston, VT

UnscoredInsufficient · 0
$12,750120,348 mi

Williston, VT

2015 Subaru Forester i Touring

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

2015 Subaru Forester i Touring

Williston, VT

Unscored
$12,900100,500 mi

Comparison: 8 similar vehicles

Williston, VT

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Williston, VT

Unscored
$12,999104,666 mi

Comparison: 47 similar vehicles

Williston, VT

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Williston, VT

Unscored
$12,999119,597 mi

Comparison: 8 similar vehicles

Williston, VT

2019 Kia Soul +

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

2019 Kia Soul +

Williston, VT

UnscoredInsufficient · 4
$12,99977,920 mi

Comparison: 4 similar vehicles

Williston, VT

2017 Lincoln MKZ Select

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

2017 Lincoln MKZ Select

Williston, VT

UnscoredInsufficient · 0
$12,999112,038 mi

Williston, VT

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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