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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 8, 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

50 listings found

2017 Ford Focus SE

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

2017 Ford Focus SE

Enola, PA

Fair PriceModerate · 33
$8,99561,168 mi

Market: $3,485 – $12,998

Comparison: 33 similar vehicles

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

Enola, PA

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Enola, PA

UnscoredInsufficient · 4
$8,99578,775 mi

Comparison: 4 similar vehicles

Enola, PA

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Enola, PA

UnscoredInsufficient · 4
$8,99567,891 mi

Comparison: 4 similar vehicles

Enola, PA

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

Enola, PA

UnscoredInsufficient · 4
$9,399154,889 mi

Comparison: 4 similar vehicles

Enola, PA

2012 Ford Flex Limited

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

2012 Ford Flex Limited

Enola, PA

UnscoredInsufficient · 0
$9,99599,500 mi

Enola, PA

2009 Honda Accord EX

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

2009 Honda Accord EX

Enola, PA

Unscored
$9,995124,808 mi

Comparison: 16 similar vehicles

Enola, PA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Enola, PA

Unscored
$9,995134,144 mi

Comparison: 5 similar vehicles

Enola, PA

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Enola, PA

Unscored
$10,995153,209 mi

Comparison: 12 similar vehicles

Enola, PA

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Enola, PA

Unscored
$10,995139,676 mi

Comparison: 7 similar vehicles

Enola, PA

2004 BMW Z4 2.5

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

2004 BMW Z4 2.5

Enola, PA

Unscored
$10,99590,278 mi

Comparison: 8 similar vehicles

Enola, PA

2022 Mitsubishi Mirage Black Edition

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

2022 Mitsubishi Mirage Black Edition

Enola, PA

UnscoredInsufficient · 0
$11,99549,075 mi

Enola, PA

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Enola, PA

Fair PriceLimited · 19
$11,995117,354 mi

Market: $6,495 – $15,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Enola, PA

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Enola, PA

UnscoredInsufficient · 4
$11,99595,171 mi

Comparison: 4 similar vehicles

Enola, PA

2004 Nissan 350Z Roadster Enthusiast

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

2004 Nissan 350Z Roadster Enthusiast

Enola, PA

UnscoredInsufficient · 0
$11,99558,426 mi

Enola, PA

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Enola, PA

UnscoredInsufficient · 4
$12,49597,991 mi

Comparison: 4 similar vehicles

Enola, PA

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Enola, PA

UnscoredInsufficient · 3
$12,799123,472 mi

Comparison: 3 similar vehicles

Enola, PA

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Enola, PA

Fair PriceModerate · 45
$12,99583,958 mi

Market: $4,000 – $24,900

Comparison: 45 similar vehicles

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

Enola, PA

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Enola, PA

Fair PriceLimited · 17
$12,99566,684 mi

Market: $4,999 – $26,900

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Enola, PA

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Enola, PA

Fair PriceLimited · 19
$12,99586,520 mi

Market: $5,295 – $13,595

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Enola, PA

2012 GMC Sierra 1500 Work Truck

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

2012 GMC Sierra 1500 Work Truck

Enola, PA

UnscoredInsufficient · 3
$12,995135,317 mi

Comparison: 3 similar vehicles

Enola, PA

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Enola, PA

UnscoredInsufficient · 3
$12,995115,600 mi

Comparison: 3 similar vehicles

Enola, PA

2012 Toyota Highlander Base

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

2012 Toyota Highlander Base

Enola, PA

Unscored
$13,995132,103 mi

Comparison: 30 similar vehicles

Enola, PA

2010 Mazda MX-5 Miata Sport

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

2010 Mazda MX-5 Miata Sport

Enola, PA

UnscoredInsufficient · 0
$13,99575,082 mi

Enola, PA

2010 Mazda MX-5 Miata Touring

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

2010 Mazda MX-5 Miata Touring

Enola, PA

UnscoredInsufficient · 0
$13,99557,526 mi

Enola, PA

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Enola, PA

Unscored
$14,999120,460 mi

Comparison: 8 similar vehicles

Enola, PA

2016 Jeep Wrangler Backcountry

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

2016 Jeep Wrangler Backcountry

Enola, PA

UnscoredInsufficient · 0
$15,399115,399 mi

Enola, PA

2011 Jeep Wrangler Unlimited Rubicon

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

2011 Jeep Wrangler Unlimited Rubicon

Enola, PA

Fair PriceLimited · 19
$15,39988,292 mi

Market: $9,899 – $26,850

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Enola, PA

2014 Honda Pilot LX

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

2014 Honda Pilot LX

Enola, PA

OverpricedLimited · 17
$15,99586,289 mi

Market: $4,995 – $14,500

Comparison: 17 similar vehicles

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

Enola, PA

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Enola, PA

Fair PriceModerate · 25
$16,99568,493 mi

Market: $10,988 – $16,998

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Enola, PA

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Enola, PA

Fair PriceModerate · 24
$16,995119,203 mi

Market: $3,600 – $17,995

Comparison: 24 similar vehicles

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

Enola, PA

2020 Nissan Rogue SL

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

2020 Nissan Rogue SL

Enola, PA

Fair PriceModerate · 20
$17,39979,887 mi

Market: $15,350 – $19,155

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Enola, PA

2015 Cadillac CTS Sedan Luxury Collection

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

2015 Cadillac CTS Sedan Luxury Collection

Enola, PA

UnscoredInsufficient · 0
$17,99542,562 mi

Enola, PA

2013 Toyota Sienna Limited

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

2013 Toyota Sienna Limited

Enola, PA

OverpricedLimited · 13
$17,99586,356 mi

Market: $5,777 – $16,990

Comparison: 13 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Enola, PA

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Enola, PA

OverpricedRobust · 50
$17,99575,659 mi

Market: $4,399 – $17,900

Comparison: 50 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Enola, PA

2022 RAM Promaster City Base

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

2022 RAM Promaster City Base

Enola, PA

Fair PriceLimited · 10
$18,39991,401 mi

Market: $16,309 – $24,300

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Enola, PA

2017 Cadillac CT6 Premium Luxury

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

2017 Cadillac CT6 Premium Luxury

Enola, PA

Fair PriceLimited · 14
$18,39998,419 mi

Market: $13,995 – $19,193

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Enola, PA

2021 Audi Q5 Premium Plus

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

2021 Audi Q5 Premium Plus

Enola, PA

Fair PriceRobust · 139
$20,39978,145 mi

Market: $13,318 – $34,995

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Enola, PA

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Enola, PA

UnscoredInsufficient · 4
$21,99582,831 mi

Comparison: 4 similar vehicles

Enola, PA

2022 Nissan Pathfinder SL

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

2022 Nissan Pathfinder SL

Enola, PA

Unscored
$21,999100,852 mi

Comparison: 5 similar vehicles

Enola, PA

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Enola, PA

OverpricedLimited · 14
$23,79940,851 mi

Market: $19,994 – $23,528

Comparison: 14 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Enola, PA

2020 Honda Odyssey EX-L

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

2020 Honda Odyssey EX-L

Enola, PA

Unscored
$23,99584,670 mi

Comparison: 7 similar vehicles

Enola, PA

2018 Lincoln Navigator Select

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

2018 Lincoln Navigator Select

Enola, PA

Unscored
$24,995102,806 mi

Comparison: 6 similar vehicles

Enola, PA

2015 GMC Sierra 1500 Denali

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

2015 GMC Sierra 1500 Denali

Enola, PA

Fair PriceRobust · 52
$24,99567,820 mi

Market: $11,498 – $26,295

Comparison: 52 similar vehicles

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

Enola, PA

2023 Subaru Ascent Limited

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

2023 Subaru Ascent Limited

Enola, PA

Fair PriceRobust · 67
$25,79972,980 mi

Market: $20,369 – $30,138

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Enola, PA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Enola, PA

Fair PriceModerate · 43
$26,19996,729 mi

Market: $16,500 – $30,351

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Enola, PA

2016 Toyota Tacoma TRD Off Road

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

2016 Toyota Tacoma TRD Off Road

Enola, PA

OverpricedLimited · 18
$29,99572,582 mi

Market: $18,951 – $19,441

Comparison: 18 similar vehicles

Priced ~54% above the typical market range for similar vehicles (based on current market benchmarks)

Enola, PA

2019 RAM 1500 Pickup Rebel

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

2019 RAM 1500 Pickup Rebel

Enola, PA

Unscored
$36,29944,845 mi

Comparison: 5 similar vehicles

Enola, PA

2021 Ford F-250 Super Duty Lariat

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

2021 Ford F-250 Super Duty Lariat

Enola, PA

Fair PriceRobust · 71
$59,79968,845 mi

Market: $43,485 – $65,995

Comparison: 71 similar vehicles

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

Enola, PA

2022 Ford F-350 Super Duty Lariat

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

2022 Ford F-350 Super Duty Lariat

Enola, PA

OverpricedModerate · 23
$64,39946,752 mi

Market: $55,175 – $63,559

Comparison: 23 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Enola, PA

2023 Dodge Challenger SRT

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

2023 Dodge Challenger SRT

Enola, PA

Fair PriceLimited · 19
$69,79913,941 mi

Market: $60,489 – $75,395

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Enola, PA

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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