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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 4, 2026

6.8M+

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

65 listings found

2012 Lexus RX 350

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

2012 Lexus RX 350

Paoli, IN

Unscored
$7,500208,168 mi

Comparison: 25 similar vehicles

Paoli, IN

2004 Chrysler PT Cruiser LIMITED

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

2004 Chrysler PT Cruiser LIMITED

Paoli, IN

UnscoredInsufficient · 0
$7,50053,216 mi

Paoli, IN

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Paoli, IN

Unscored
$8,500148,638 mi

Comparison: 18 similar vehicles

Paoli, IN

2015 Volkswagen Passat SEL Premium

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

2015 Volkswagen Passat SEL Premium

Paoli, IN

UnscoredInsufficient · 3
$8,500113,737 mi

Comparison: 3 similar vehicles

Paoli, IN

2013 BMW 7 Series 740i

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

2013 BMW 7 Series 740i

Paoli, IN

UnscoredInsufficient · 3
$10,00088,234 mi

Comparison: 3 similar vehicles

Paoli, IN

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Paoli, IN

UnscoredInsufficient · 3
$10,25094,108 mi

Comparison: 3 similar vehicles

Paoli, IN

2007 Saturn Sky Red Line

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

2007 Saturn Sky Red Line

Paoli, IN

UnscoredInsufficient · 0
$11,25053,287 mi

Paoli, IN

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

Paoli, IN

Fair PriceLimited · 15
$12,50090,621 mi

Market: $7,900 – $14,995

Comparison: 15 similar vehicles

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

Paoli, IN

2015 Volkswagen Golf SportWagen TDI SEL

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

2015 Volkswagen Golf SportWagen TDI SEL

Paoli, IN

UnscoredInsufficient · 0
$12,500100,539 mi

Paoli, IN

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Paoli, IN

Fair PriceModerate · 21
$12,50095,433 mi

Market: $6,292 – $27,463

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Paoli, 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

Paoli, IN

Fair PriceRobust · 84
$13,500100,302 mi

Market: $8,900 – $20,406

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Paoli, IN

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Paoli, IN

Unscored
$14,500127,013 mi

Comparison: 5 similar vehicles

Paoli, IN

2018 INFINITI QX30 Sport

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

2018 INFINITI QX30 Sport

Paoli, IN

UnscoredInsufficient · 0
$15,00069,001 mi

Paoli, IN

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Paoli, IN

Fair PriceRobust · 108
$15,500103,983 mi

Market: $8,990 – $24,000

Comparison: 108 similar vehicles

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

Paoli, IN

2014 RAM 3500 Pickup SLT

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

2014 RAM 3500 Pickup SLT

Paoli, IN

Unscored
$15,500141,314 mi

Comparison: 6 similar vehicles

Paoli, IN

2019 Honda Odyssey EX

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

2019 Honda Odyssey EX

Paoli, IN

Unscored
$16,000129,230 mi

Comparison: 24 similar vehicles

Paoli, IN

2018 Honda Odyssey EX

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

2018 Honda Odyssey EX

Paoli, IN

Unscored
$16,000123,747 mi

Comparison: 33 similar vehicles

Paoli, IN

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Paoli, IN

UnscoredInsufficient · 3
$16,50079,534 mi

Comparison: 3 similar vehicles

Paoli, IN

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Paoli, IN

Unscored
$16,50084,075 mi

Comparison: 5 similar vehicles

Paoli, IN

2012 GMC Sierra 2500 Denali HD

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

2012 GMC Sierra 2500 Denali HD

Paoli, IN

UnscoredInsufficient · 0
$16,500148,429 mi

Paoli, IN

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Paoli, IN

Fair PriceRobust · 62
$17,00093,463 mi

Market: $10,999 – $27,979

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Paoli, IN

2015 Ford F-350 Super Duty XLT

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

2015 Ford F-350 Super Duty XLT

Paoli, IN

UnscoredInsufficient · 3
$17,000153,890 mi

Comparison: 3 similar vehicles

Paoli, IN

2017 Lincoln Continental Select

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

2017 Lincoln Continental Select

Paoli, IN

Fair PriceLimited · 18
$17,50094,660 mi

Market: $14,575 – $21,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Paoli, IN

2010 Toyota FJ Cruiser Base

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

2010 Toyota FJ Cruiser Base

Paoli, IN

Unscored
$18,500147,936 mi

Comparison: 20 similar vehicles

Paoli, IN

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Paoli, IN

Unscored
$19,500186,396 mi

Comparison: 17 similar vehicles

Paoli, IN

2016 Jeep Wrangler Unlimited Freedom Edition

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

2016 Jeep Wrangler Unlimited Freedom Edition

Paoli, IN

UnscoredInsufficient · 0
$21,00047,505 mi

Paoli, IN

2015 Volkswagen Golf R

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

2015 Volkswagen Golf R

Paoli, IN

UnscoredInsufficient · 0
$21,50054,850 mi

Paoli, IN

2020 Subaru WRX Premium

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

2020 Subaru WRX Premium

Paoli, IN

UnscoredInsufficient · 0
$22,00045,977 mi

Paoli, IN

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Paoli, IN

UnscoredInsufficient · 4
$22,000101,385 mi

Comparison: 4 similar vehicles

Paoli, IN

2012 Toyota FJ Cruiser Base

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

2012 Toyota FJ Cruiser Base

Paoli, IN

Fair PriceLimited · 10
$22,00086,773 mi

Market: $13,995 – $23,235

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Paoli, IN

2004 Chevrolet SSR LS

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

2004 Chevrolet SSR LS

Paoli, IN

UnscoredInsufficient · 0
$22,00052,470 mi

Paoli, IN

2018 Jeep Wrangler Unlimited Rubicon

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

2018 Jeep Wrangler Unlimited Rubicon

Paoli, IN

Fair PriceLimited · 11
$24,00075,407 mi

Market: $18,912 – $27,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Paoli, IN

2019 Cadillac Escalade ESV Luxury

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

2019 Cadillac Escalade ESV Luxury

Paoli, IN

Unscored
$24,500122,720 mi

Comparison: 18 similar vehicles

Paoli, IN

2017 GMC Yukon XL Denali

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

2017 GMC Yukon XL Denali

Paoli, IN

Fair PriceModerate · 28
$24,500111,982 mi

Market: $10,000 – $26,501

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Paoli, IN

2017 Chevrolet Silverado 3500HD LT

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

2017 Chevrolet Silverado 3500HD LT

Paoli, IN

UnscoredInsufficient · 0
$25,500144,059 mi

Paoli, IN

2019 GMC Yukon Denali

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

2019 GMC Yukon Denali

Paoli, IN

Unscored
$26,000105,537 mi

Comparison: 6 similar vehicles

Paoli, IN

2018 GMC Yukon XL Denali

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

2018 GMC Yukon XL Denali

Paoli, IN

Unscored
$26,500122,247 mi

Comparison: 40 similar vehicles

Paoli, IN

2017 Cadillac Escalade Platinum

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

2017 Cadillac Escalade Platinum

Paoli, IN

Fair PriceModerate · 37
$26,500107,567 mi

Market: $19,900 – $31,999

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Paoli, IN

2015 Ford Mustang GT

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

2015 Ford Mustang GT

Paoli, IN

UnscoredInsufficient · 0
$26,50048,206 mi

Paoli, IN

2017 Audi S7 Premium Plus

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

2017 Audi S7 Premium Plus

Paoli, IN

UnscoredInsufficient · 0
$27,00076,135 mi

Paoli, IN

2011 Toyota FJ Cruiser Base

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

2011 Toyota FJ Cruiser Base

Paoli, IN

Unscored
$27,00091,001 mi

Comparison: 5 similar vehicles

Paoli, IN

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Paoli, IN

Unscored
$27,50089,336 mi

Comparison: 10 similar vehicles

Paoli, IN

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Paoli, IN

UnscoredInsufficient · 0
$27,50025,223 mi

Paoli, IN

2018 Ford F-450 Super Duty XL

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

2018 Ford F-450 Super Duty XL

Paoli, IN

UnscoredInsufficient · 0
$27,750175,656 mi

Paoli, IN

2019 Cadillac Escalade Platinum

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

2019 Cadillac Escalade Platinum

Paoli, IN

Fair PriceRobust · 51
$28,000114,155 mi

Market: $23,444 – $32,900

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Paoli, IN

2018 RAM 2500 Pickup SLT

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

2018 RAM 2500 Pickup SLT

Paoli, IN

Unscored
$29,000134,978 mi

Comparison: 25 similar vehicles

Paoli, IN

2017 GMC Sierra 2500 Denali HD

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

2017 GMC Sierra 2500 Denali HD

Paoli, IN

Unscored
$29,000210,087 mi

Comparison: 53 similar vehicles

Paoli, IN

2012 Ford F-250 Super Duty Lariat

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

2012 Ford F-250 Super Duty Lariat

Paoli, IN

UnscoredInsufficient · 3
$29,50096,515 mi

Comparison: 3 similar vehicles

Paoli, IN

2021 Chevrolet Silverado 2500HD Custom

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

2021 Chevrolet Silverado 2500HD Custom

Paoli, IN

Fair PriceModerate · 39
$30,00099,000 mi

Market: $28,500 – $42,990

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Paoli, IN

2014 RAM 3500 Pickup Tradesman

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

2014 RAM 3500 Pickup Tradesman

Paoli, IN

Unscored
$30,000150,277 mi

Comparison: 5 similar vehicles

Paoli, IN

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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