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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

2,371 listings found

2006 Ford Five Hundred Limited

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

2006 Ford Five Hundred Limited

Greenfield, IN

UnscoredInsufficient · 3
$5,255126,418 mi

Comparison: 3 similar vehicles

Greenfield, IN

2001 Ford F-350 Super Duty XL

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

2001 Ford F-350 Super Duty XL

Greenfield, IN

UnscoredInsufficient · 3
$5,588230,799 mi

Comparison: 3 similar vehicles

Greenfield, IN

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Greenfield, IN

Unscored
$5,900135,463 mi

Comparison: 7 similar vehicles

Greenfield, IN

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Greenfield, IN

Unscored
$8,010135,793 mi

Comparison: 5 similar vehicles

Greenfield, IN

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Greenfield, IN

UnscoredInsufficient · 3
$8,191193,688 mi

Comparison: 3 similar vehicles

Greenfield, IN

2011 Suzuki Kizashi Sport SLS

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

2011 Suzuki Kizashi Sport SLS

Greenfield, IN

UnscoredInsufficient · 0
$8,825100,973 mi

Greenfield, IN

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Greenfield, IN

Fair PriceModerate · 24
$9,231115,212 mi

Market: $4,879 – $17,204

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Greenfield, IN

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Greenfield, IN

OverpricedModerate · 20
$9,488118,382 mi

Market: $6,700 – $8,995

Comparison: 20 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2019 Mitsubishi Mirage ES

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

2019 Mitsubishi Mirage ES

Greenfield, IN

UnscoredInsufficient · 4
$9,990102,969 mi

Comparison: 4 similar vehicles

Greenfield, IN

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Greenfield, IN

Fair PriceLimited · 11
$9,990101,468 mi

Market: $2,400 – $10,407

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Greenfield, IN

2014 Chevrolet Spark 2LT

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

2014 Chevrolet Spark 2LT

Greenfield, IN

UnscoredInsufficient · 0
$9,99058,012 mi

Greenfield, IN

2013 Kia Soul +

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

2013 Kia Soul +

Greenfield, IN

Unscored
$9,990100,189 mi

Comparison: 7 similar vehicles

Greenfield, IN

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Greenfield, IN

OverpricedModerate · 23
$9,990103,406 mi

Market: $2,999 – $9,840

Comparison: 23 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2016 Jeep Patriot Sport SE

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

2016 Jeep Patriot Sport SE

Greenfield, IN

Fair PriceLimited · 13
$9,998106,732 mi

Market: $6,980 – $15,935

Comparison: 13 similar vehicles

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

Greenfield, IN

2016 GMC Acadia Denali

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

2016 GMC Acadia Denali

Greenfield, IN

Unscored
$10,237152,185 mi

Comparison: 11 similar vehicles

Greenfield, IN

2009 Chevrolet Silverado 1500 LTZ

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

2009 Chevrolet Silverado 1500 LTZ

Greenfield, IN

UnscoredInsufficient · 0
$10,888132,108 mi

Greenfield, IN

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Greenfield, IN

Unscored
$10,949200,800 mi

Comparison: 8 similar vehicles

Greenfield, IN

2014 Mazda CX-5 Touring

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

2014 Mazda CX-5 Touring

Greenfield, IN

UnscoredInsufficient · 3
$10,988141,261 mi

Comparison: 3 similar vehicles

Greenfield, IN

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Greenfield, IN

OverpricedModerate · 24
$10,99091,320 mi

Market: $4,900 – $9,995

Comparison: 24 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2015 Kia Soul Base

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

2015 Kia Soul Base

Greenfield, IN

Fair PriceLimited · 11
$10,99094,922 mi

Market: $5,899 – $11,550

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Greenfield, IN

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Greenfield, IN

OverpricedModerate · 22
$10,99084,939 mi

Market: $4,650 – $10,255

Comparison: 22 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2012 smart fortwo pure

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

2012 smart fortwo pure

Greenfield, IN

UnscoredInsufficient · 0
$10,99024,091 mi

Greenfield, IN

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Greenfield, IN

UnscoredInsufficient · 3
$11,50051,984 mi

Comparison: 3 similar vehicles

Greenfield, IN

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Greenfield, IN

UnscoredInsufficient · 4
$11,59087,501 mi

Comparison: 4 similar vehicles

Greenfield, IN

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Greenfield, IN

Fair PriceLimited · 18
$11,990102,163 mi

Market: $6,500 – $14,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Greenfield, IN

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Greenfield, IN

Unscored
$11,990122,333 mi

Comparison: 12 similar vehicles

Greenfield, IN

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Greenfield, IN

Fair PriceLimited · 16
$11,990103,791 mi

Market: $5,000 – $12,990

Comparison: 16 similar vehicles

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

Greenfield, IN

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Greenfield, IN

Fair PriceRobust · 65
$11,99090,079 mi

Market: $5,995 – $14,395

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Greenfield, IN

2016 Kia Forte LX

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

2016 Kia Forte LX

Greenfield, IN

Fair PriceRobust · 93
$11,99073,824 mi

Market: $3,500 – $15,500

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Greenfield, IN

2015 Volkswagen CC Sport

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

2015 Volkswagen CC Sport

Greenfield, IN

UnscoredInsufficient · 3
$11,990101,073 mi

Comparison: 3 similar vehicles

Greenfield, IN

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Greenfield, IN

OverpricedLimited · 13
$11,990117,632 mi

Market: $5,988 – $6,772

Comparison: 13 similar vehicles

Priced ~77% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Greenfield, IN

Unscored
$11,990104,212 mi

Comparison: 9 similar vehicles

Greenfield, IN

2013 Volkswagen Tiguan SEL

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

2013 Volkswagen Tiguan SEL

Greenfield, IN

UnscoredInsufficient · 0
$11,99080,462 mi

Greenfield, IN

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Greenfield, IN

Unscored
$11,99077,687 mi

Comparison: 5 similar vehicles

Greenfield, IN

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Greenfield, IN

UnscoredInsufficient · 4
$12,29099,729 mi

Comparison: 4 similar vehicles

Greenfield, IN

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Greenfield, IN

Fair PriceModerate · 33
$12,59095,730 mi

Market: $5,750 – $13,990

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Greenfield, IN

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Greenfield, IN

Unscored
$12,59099,520 mi

Comparison: 5 similar vehicles

Greenfield, IN

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Greenfield, IN

Fair PriceLimited · 16
$12,59090,735 mi

Market: $4,995 – $14,559

Comparison: 16 similar vehicles

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

Greenfield, IN

2016 Kia Soul +

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

2016 Kia Soul +

Greenfield, IN

OverpricedLimited · 12
$12,59096,767 mi

Market: $4,999 – $11,990

Comparison: 12 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2016 FIAT 500X Trekking

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

2016 FIAT 500X Trekking

Greenfield, IN

OverpricedLimited · 13
$12,59079,741 mi

Market: $3,996 – $10,224

Comparison: 13 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Greenfield, IN

OverpricedModerate · 26
$12,59096,237 mi

Market: $4,189 – $10,995

Comparison: 26 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, IN

2014 FIAT 500 Lounge

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

2014 FIAT 500 Lounge

Greenfield, IN

UnscoredInsufficient · 0
$12,59057,935 mi

Greenfield, IN

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Greenfield, IN

Unscored
$12,59090,590 mi

Comparison: 9 similar vehicles

Greenfield, IN

2017 Ford Escape SE

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

2017 Ford Escape SE

Greenfield, IN

Fair PriceModerate · 45
$12,79093,787 mi

Market: $5,850 – $17,543

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Greenfield, IN

2021 Nissan Altima SR

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

2021 Nissan Altima SR

Greenfield, IN

Unscored
$12,875129,352 mi

Comparison: 6 similar vehicles

Greenfield, IN

2016 Mercedes-Benz GLC GLC300

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

2016 Mercedes-Benz GLC GLC300

Greenfield, IN

Unscored
$12,875114,444 mi

Comparison: 6 similar vehicles

Greenfield, IN

2021 Kia Soul S

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

2021 Kia Soul S

Greenfield, IN

Unscored
$12,990103,031 mi

Comparison: 6 similar vehicles

Greenfield, IN

2021 Mitsubishi Mirage ES

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

2021 Mitsubishi Mirage ES

Greenfield, IN

Unscored
$12,99080,992 mi

Comparison: 7 similar vehicles

Greenfield, IN

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Greenfield, IN

Fair PriceLimited · 10
$12,990104,893 mi

Market: $5,200 – $13,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Greenfield, IN

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

Greenfield, IN

UnscoredInsufficient · 4
$12,99082,842 mi

Comparison: 4 similar vehicles

Greenfield, IN

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 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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