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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 3, 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

271 listings found

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Selma, AL

Unscored
$4,500Mileage not verified

Comparison: 5 similar vehicles

Selma, AL

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Selma, AL

UnscoredInsufficient · 0
$4,500174,935 mi

Selma, AL

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Selma, AL

UnscoredInsufficient · 0
$5,000Mileage not verified

Selma, AL

No Photo

2010 Dodge Nitro SXT

Selma, AL

UnscoredInsufficient · 0
$5,000Mileage not verified

Selma, AL

2018 Ford Escape SE

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

2018 Ford Escape SE

Selma, AL

Unscored
$6,500186,479 mi

Comparison: 5 similar vehicles

Selma, AL

2017 Ford Escape SE

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

2017 Ford Escape SE

Selma, AL

Fair PriceRobust · 64
$6,500Mileage not verified

Market: $5,384 – $21,990

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Selma, AL

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Selma, AL

UnscoredInsufficient · 0
$6,684177,741 mi

Selma, AL

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Selma, AL

Unscored
$7,500Mileage not verified

Comparison: 9 similar vehicles

Selma, AL

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Selma, AL

Unscored
$7,500158,685 mi

Comparison: 16 similar vehicles

Selma, AL

2005 Isuzu NPR

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

2005 Isuzu NPR

Selma, AL

UnscoredInsufficient · 0
$7,950131,170 mi

Selma, AL

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Selma, AL

UnscoredInsufficient · 4
$8,500Mileage not verified

Comparison: 4 similar vehicles

Selma, AL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Selma, AL

Unscored
$8,500138,032 mi

Comparison: 52 similar vehicles

Selma, AL

2013 Nissan Pathfinder Platinum

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

2013 Nissan Pathfinder Platinum

Selma, AL

Unscored
$8,500Mileage not verified

Comparison: 6 similar vehicles

Selma, AL

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Selma, AL

Unscored
$9,884135,080 mi

Comparison: 31 similar vehicles

Selma, AL

2013 Hyundai Santa Fe Sport 2.0T

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

2013 Hyundai Santa Fe Sport 2.0T

Selma, AL

Unscored
$10,684138,771 mi

Comparison: 23 similar vehicles

Selma, AL

2013 Tesla Model S

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

2013 Tesla Model S

Selma, AL

Unscored
$11,398106,529 mi

Comparison: 7 similar vehicles

Selma, AL

2020 Ford Escape S

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

2020 Ford Escape S

Selma, AL

UnscoredInsufficient · 4
$12,584113,796 mi

Comparison: 4 similar vehicles

Selma, AL

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Selma, AL

Fair PriceRobust · 81
$15,98464,081 mi

Market: $10,991 – $25,276

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Selma, AL

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Selma, AL

Fair PriceModerate · 44
$17,98455,996 mi

Market: $16,204 – $22,995

Comparison: 44 similar vehicles

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

Selma, AL

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Selma, AL

UnscoredInsufficient · 0
$18,19840,279 mi

Selma, AL

2019 Nissan Armada SV

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

2019 Nissan Armada SV

Selma, AL

Unscored
$18,68489,282 mi

Comparison: 6 similar vehicles

Selma, AL

2019 GMC Yukon SLT Standard Edition

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

2019 GMC Yukon SLT Standard Edition

Selma, AL

Unscored
$18,775143,375 mi

Comparison: 5 similar vehicles

Selma, AL

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Selma, AL

Fair PriceRobust · 133
$18,98454,165 mi

Market: $16,920 – $23,375

Comparison: 133 similar vehicles

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

Selma, AL

2019 Lexus NX 300

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

2019 Lexus NX 300

Selma, AL

Unscored
$19,485128,392 mi

Comparison: 19 similar vehicles

Selma, AL

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Selma, AL

Unscored
$19,68445,497 mi

Comparison: 7 similar vehicles

Selma, AL

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Selma, AL

UnscoredInsufficient · 3
$19,75094,289 mi

Comparison: 3 similar vehicles

Selma, AL

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Selma, AL

Unscored
$19,95059,461 mi

Comparison: 8 similar vehicles

Selma, AL

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Selma, AL

Unscored
$19,95053,575 mi

Comparison: 8 similar vehicles

Selma, AL

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Selma, AL

Fair PriceRobust · 163
$19,95047,993 mi

Market: $17,192 – $21,482

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Selma, AL

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Selma, AL

Fair PriceLimited · 19
$19,98444,306 mi

Market: $18,030 – $20,244

Comparison: 19 similar vehicles

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

Selma, AL

2023 Honda HR-V Sport

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

2023 Honda HR-V Sport

Selma, AL

Fair PriceModerate · 38
$20,284108,048 mi

Market: $17,117 – $24,900

Comparison: 38 similar vehicles

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

Selma, AL

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Selma, AL

Unscored
$20,58458,610 mi

Comparison: 7 similar vehicles

Selma, AL

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Selma, AL

Fair PriceRobust · 179
$20,98465,199 mi

Market: $15,500 – $24,500

Comparison: 179 similar vehicles

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

Selma, 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

Selma, AL

Fair PriceRobust · 67
$21,38487,250 mi

Market: $15,572 – $23,239

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Selma, AL

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Selma, AL

UnscoredInsufficient · 0
$21,95013,060 mi

Selma, AL

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Selma, AL

Unscored
$21,98449,610 mi

Comparison: 7 similar vehicles

Selma, AL

2021 Honda Pilot SE

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

2021 Honda Pilot SE

Selma, AL

Fair PriceModerate · 34
$21,984115,776 mi

Market: $18,269 – $26,692

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Selma, AL

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Selma, AL

Fair PriceModerate · 44
$22,08432,938 mi

Market: $18,500 – $27,584

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Selma, AL

2024 Ford Escape Active

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

2024 Ford Escape Active

Selma, AL

Unscored
$22,18429,775 mi

Comparison: 8 similar vehicles

Selma, AL

2025 Nissan Rogue S

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

2025 Nissan Rogue S

Selma, AL

Fair PriceLimited · 17
$22,68439,493 mi

Market: $20,210 – $25,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Selma, AL

2016 Cadillac Escalade Premium

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

2016 Cadillac Escalade Premium

Selma, AL

Unscored
$22,975102,313 mi

Comparison: 9 similar vehicles

Selma, AL

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Selma, AL

UnscoredInsufficient · 3
$23,08410,267 mi

Comparison: 3 similar vehicles

Selma, AL

2025 Nissan Kicks SR

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

2025 Nissan Kicks SR

Selma, AL

Fair PriceModerate · 32
$23,28422,480 mi

Market: $21,895 – $25,424

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Selma, AL

2024 Nissan Altima SR

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

2024 Nissan Altima SR

Selma, AL

Fair PriceModerate · 31
$23,58428,384 mi

Market: $23,400 – $26,987

Comparison: 31 similar vehicles

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

Selma, AL

2023 Volkswagen Tiguan SE R-LINE BLACK

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

2023 Volkswagen Tiguan SE R-LINE BLACK

Selma, AL

Fair PriceModerate · 26
$23,58448,583 mi

Market: $22,998 – $25,430

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Selma, AL

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Selma, AL

UnscoredInsufficient · 0
$23,69821,002 mi

Selma, AL

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Selma, AL

Unscored
$23,950106,686 mi

Comparison: 13 similar vehicles

Selma, AL

2024 Volkswagen Tiguan Wolfsburg Edition

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

2024 Volkswagen Tiguan Wolfsburg Edition

Selma, AL

Fair PriceModerate · 24
$24,38441,019 mi

Market: $19,590 – $24,695

Comparison: 24 similar vehicles

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

Selma, AL

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Selma, AL

Unscored
$24,68459,966 mi

Comparison: 21 similar vehicles

Selma, AL

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Selma, AL

Fair PriceRobust · 226
$24,795Mileage not verified

Market: $22,035 – $27,384

Comparison: 226 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Selma, AL

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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