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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

1,428 listings found

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Enterprise, AL

Unscored
$6,000199,799 mi

Comparison: 5 similar vehicles

Enterprise, AL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Enterprise, AL

Unscored
$7,900130,462 mi

Comparison: 13 similar vehicles

Enterprise, AL

2010 Porsche Cayenne Base

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

2010 Porsche Cayenne Base

Enterprise, AL

UnscoredInsufficient · 0
$7,900118,246 mi

Enterprise, AL

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Enterprise, AL

UnscoredInsufficient · 3
$8,594103,565 mi

Comparison: 3 similar vehicles

Enterprise, AL

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Enterprise, AL

Unscored
$9,505136,061 mi

Comparison: 21 similar vehicles

Enterprise, AL

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Enterprise, AL

Unscored
$9,990231,527 mi

Comparison: 14 similar vehicles

Enterprise, AL

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Enterprise, AL

Unscored
$10,498162,325 mi

Comparison: 35 similar vehicles

Enterprise, AL

2011 Mercedes-Benz E-Class E350 Luxury

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

2011 Mercedes-Benz E-Class E350 Luxury

Enterprise, AL

Unscored
$10,498121,308 mi

Comparison: 9 similar vehicles

Enterprise, AL

2011 Toyota Highlander SE

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

2011 Toyota Highlander SE

Enterprise, AL

UnscoredInsufficient · 0
$12,096203,332 mi

Enterprise, AL

2014 Mercedes-Benz GL-Class GL450

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

2014 Mercedes-Benz GL-Class GL450

Enterprise, AL

Unscored
$12,500122,902 mi

Comparison: 9 similar vehicles

Enterprise, AL

2016 Cadillac ATS Luxury Collection

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

2016 Cadillac ATS Luxury Collection

Enterprise, AL

Fair PriceLimited · 11
$12,505110,351 mi

Market: $6,999 – $13,879

Comparison: 11 similar vehicles

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

Enterprise, AL

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Enterprise, AL

Fair PriceModerate · 21
$12,649115,096 mi

Market: $5,990 – $14,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Enterprise, AL

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Enterprise, AL

Unscored
$12,900178,422 mi

Comparison: 66 similar vehicles

Enterprise, AL

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Enterprise, AL

Unscored
$13,505136,653 mi

Comparison: 35 similar vehicles

Enterprise, AL

2015 Mercedes-Benz M-Class ML250

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

2015 Mercedes-Benz M-Class ML250

Enterprise, AL

UnscoredInsufficient · 0
$13,85396,739 mi

Enterprise, AL

2022 Nissan Pathfinder SL

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

2022 Nissan Pathfinder SL

Enterprise, AL

Unscored
$13,900176,353 mi

Comparison: 88 similar vehicles

Enterprise, AL

2021 Nissan Sentra S

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

2021 Nissan Sentra S

Enterprise, AL

Unscored
$14,39881,525 mi

Comparison: 7 similar vehicles

Enterprise, AL

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Enterprise, AL

Fair PriceRobust · 54
$14,41072,840 mi

Market: $7,990 – $14,595

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Enterprise, AL

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Enterprise, AL

Fair PriceModerate · 24
$14,90096,087 mi

Market: $7,980 – $19,281

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Enterprise, AL

2015 Acura MDX Advance and Entertainment Package

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

2015 Acura MDX Advance and Entertainment Package

Enterprise, AL

UnscoredInsufficient · 3
$14,980133,816 mi

Comparison: 3 similar vehicles

Enterprise, AL

2017 Toyota Tundra SR5

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

2017 Toyota Tundra SR5

Enterprise, AL

Unscored
$15,487207,765 mi

Comparison: 50 similar vehicles

Enterprise, AL

2016 Toyota 4Runner SR5 Premium

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

2016 Toyota 4Runner SR5 Premium

Enterprise, AL

Unscored
$15,494226,606 mi

Comparison: 31 similar vehicles

Enterprise, AL

2021 Jeep Compass Trailhawk

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

2021 Jeep Compass Trailhawk

Enterprise, AL

Unscored
$15,500100,412 mi

Comparison: 9 similar vehicles

Enterprise, AL

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Enterprise, AL

Unscored
$15,500138,151 mi

Comparison: 51 similar vehicles

Enterprise, AL

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Enterprise, AL

Fair PriceLimited · 12
$15,505100,189 mi

Market: $8,999 – $18,795

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Enterprise, AL

2020 Nissan Murano SV

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

2020 Nissan Murano SV

Enterprise, AL

Fair PriceLimited · 15
$15,59892,126 mi

Market: $12,999 – $18,172

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Enterprise, AL

2015 Dodge Charger R/T

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

2015 Dodge Charger R/T

Enterprise, AL

Unscored
$15,682112,654 mi

Comparison: 7 similar vehicles

Enterprise, AL

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Enterprise, AL

Fair PriceRobust · 61
$15,98090,808 mi

Market: $9,950 – $21,999

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Enterprise, AL

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Enterprise, AL

Fair PriceRobust · 82
$15,990107,299 mi

Market: $5,845 – $21,900

Comparison: 82 similar vehicles

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

Enterprise, AL

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Enterprise, AL

UnscoredInsufficient · 3
$16,500131,216 mi

Comparison: 3 similar vehicles

Enterprise, AL

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Enterprise, AL

Unscored
$16,59877,401 mi

Comparison: 5 similar vehicles

Enterprise, AL

2020 Nissan Altima S

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

2020 Nissan Altima S

Enterprise, AL

UnscoredInsufficient · 0
$16,59856,932 mi

Enterprise, AL

2022 GMC Acadia SLE

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

2022 GMC Acadia SLE

Enterprise, AL

Unscored
$16,900118,534 mi

Comparison: 7 similar vehicles

Enterprise, AL

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Enterprise, AL

Fair PriceLimited · 14
$17,00050,136 mi

Market: $17,189 – $21,775

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 49 days listed (based on current market benchmarks)

Enterprise, AL

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Enterprise, AL

Unscored
$17,260124,897 mi

Comparison: 22 similar vehicles

Enterprise, AL

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Enterprise, AL

UnscoredInsufficient · 3
$17,309104,508 mi

Comparison: 3 similar vehicles

Enterprise, AL

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Enterprise, AL

Great DealRobust · 105
$17,443112,923 mi

Market: $17,998 – $32,545

Comparison: 105 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 146 days listed (based on current market benchmarks)

Enterprise, AL

2021 Hyundai Sonata SE

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

2021 Hyundai Sonata SE

Enterprise, AL

UnscoredInsufficient · 0
$17,49943,433 mi

Enterprise, AL

2020 Jeep Grand Cherokee Altitude

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

2020 Jeep Grand Cherokee Altitude

Enterprise, AL

Fair PriceRobust · 76
$17,50099,001 mi

Market: $12,499 – $24,944

Comparison: 76 similar vehicles

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

Enterprise, AL

2020 Honda Accord Sport

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

2020 Honda Accord Sport

Enterprise, AL

UnscoredInsufficient · 3
$17,512115,237 mi

Comparison: 3 similar vehicles

Enterprise, AL

2024 Mazda Mazda3 Select Sport

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

2024 Mazda Mazda3 Select Sport

Enterprise, AL

Unscored
$17,64253,730 mi

Comparison: 61 similar vehicles

Enterprise, AL

2020 Honda CR-V EX-L

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

2020 Honda CR-V EX-L

Enterprise, AL

UnscoredInsufficient · 3
$17,642141,612 mi

Comparison: 3 similar vehicles

Enterprise, AL

2019 Honda Pilot EX-L

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

2019 Honda Pilot EX-L

Enterprise, AL

Fair PriceRobust · 71
$18,130115,006 mi

Market: $15,372 – $23,394

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Enterprise, AL

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Enterprise, AL

Unscored
$18,50098,971 mi

Comparison: 5 similar vehicles

Enterprise, AL

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Enterprise, AL

UnscoredInsufficient · 3
$18,59583,052 mi

Comparison: 3 similar vehicles

Enterprise, AL

2015 RAM 1500 Laramie

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

2015 RAM 1500 Laramie

Enterprise, AL

UnscoredInsufficient · 0
$18,669148,767 mi

Enterprise, AL

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Enterprise, AL

Fair PriceModerate · 22
$18,98981,024 mi

Market: $15,419 – $22,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Enterprise, AL

2024 Kia Seltos S

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

2024 Kia Seltos S

Enterprise, AL

Unscored
$18,99042,744 mi

Comparison: 17 similar vehicles

Enterprise, AL

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Enterprise, AL

Unscored
$18,990132,703 mi

Comparison: 28 similar vehicles

Enterprise, AL

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Enterprise, AL

Unscored
$19,172146,611 mi

Comparison: 56 similar vehicles

Enterprise, AL

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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