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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 10, 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

857 listings found

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Pell City, AL

UnscoredInsufficient · 0
$2,500Mileage not verified

Pell City, AL

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2006 Mercedes-Benz C-Class C280 Luxury

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

2006 Mercedes-Benz C-Class C280 Luxury

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Pell City, AL

Unscored
$3,499243,204 mi

Comparison: 6 similar vehicles

Pell City, AL

2010 Scion xB Base

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

2010 Scion xB Base

Pell City, AL

UnscoredInsufficient · 0
$3,725270,353 mi

Pell City, AL

1999 Lincoln Continental Base

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

1999 Lincoln Continental Base

Pell City, AL

UnscoredInsufficient · 0
$3,725117,138 mi

Pell City, AL

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Pell City, AL

Unscored
$4,599213,988 mi

Comparison: 9 similar vehicles

Pell City, AL

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Pell City, AL

Fair PriceLimited · 10
$4,995Mileage not verified

Market: $3,995 – $5,659

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Pell City, AL

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Pell City, AL

Unscored
$5,025187,166 mi

Comparison: 7 similar vehicles

Pell City, AL

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Pell City, AL

Unscored
$5,500185,700 mi

Comparison: 26 similar vehicles

Pell City, AL

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Pell City, AL

Unscored
$5,525176,735 mi

Comparison: 55 similar vehicles

Pell City, AL

2013 Kia Soul +

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

2013 Kia Soul +

Pell City, AL

Unscored
$5,725234,668 mi

Comparison: 6 similar vehicles

Pell City, AL

2008 Ford Explorer Limited

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

2008 Ford Explorer Limited

Pell City, AL

UnscoredInsufficient · 0
$5,995Mileage not verified

Pell City, AL

2005 Cadillac STS Base

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

2005 Cadillac STS Base

Pell City, AL

UnscoredInsufficient · 0
$5,995Mileage not verified

Pell City, AL

2002 Cadillac Seville STS

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

2002 Cadillac Seville STS

Pell City, AL

UnscoredInsufficient · 0
$5,995147,911 mi

Pell City, AL

2013 Volkswagen Jetta TDI

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

2013 Volkswagen Jetta TDI

Pell City, AL

UnscoredInsufficient · 4
$6,025158,726 mi

Comparison: 4 similar vehicles

Pell City, AL

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Pell City, AL

Unscored
$6,995Mileage not verified

Comparison: 8 similar vehicles

Pell City, AL

2012 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Pell City, AL

UnscoredInsufficient · 4
$6,995183,510 mi

Comparison: 4 similar vehicles

Pell City, AL

2007 Mercedes-Benz SLK-Class SLK350

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

2007 Mercedes-Benz SLK-Class SLK350

Pell City, AL

UnscoredInsufficient · 0
$6,995Mileage not verified

Pell City, AL

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Pell City, AL

Unscored
$8,995240,625 mi

Comparison: 16 similar vehicles

Pell City, AL

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Pell City, AL

Unscored
$9,168132,061 mi

Comparison: 23 similar vehicles

Pell City, AL

2007 Ford F-350 Super Duty Lariat

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

2007 Ford F-350 Super Duty Lariat

Pell City, AL

UnscoredInsufficient · 0
$9,500Mileage not verified

Pell City, AL

1981 Chevrolet Corvette

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

1981 Chevrolet Corvette

Pell City, AL

UnscoredInsufficient · 0
$14,50091,536 mi

Pell City, AL

2023 Volkswagen Jetta S

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

2023 Volkswagen Jetta S

Pell City, AL

UnscoredInsufficient · 0
$15,79962,566 mi

Pell City, AL

2021 Jeep Cherokee Latitude Plus

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

2021 Jeep Cherokee Latitude Plus

Pell City, AL

Unscored
$16,29991,250 mi

Comparison: 5 similar vehicles

Pell City, AL

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Pell City, AL

Unscored
$16,299170,330 mi

Comparison: 8 similar vehicles

Pell City, 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

Pell City, AL

UnscoredInsufficient · 4
$16,94353,564 mi

Comparison: 4 similar vehicles

Pell City, AL

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Pell City, AL

Fair PriceModerate · 41
$17,27353,526 mi

Market: $15,220 – $18,406

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Pell City, AL

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Pell City, AL

Unscored
$17,28879,947 mi

Comparison: 8 similar vehicles

Pell City, AL

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Pell City, AL

UnscoredInsufficient · 3
$17,488165,936 mi

Comparison: 3 similar vehicles

Pell City, AL

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Pell City, AL

Unscored
$17,59940,671 mi

Comparison: 8 similar vehicles

Pell City, AL

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Pell City, AL

UnscoredInsufficient · 3
$17,79989,300 mi

Comparison: 3 similar vehicles

Pell City, AL

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Pell City, AL

Fair PriceLimited · 13
$18,09956,438 mi

Market: $17,198 – $19,100

Comparison: 13 similar vehicles

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

Pell City, AL

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Pell City, AL

Fair PriceLimited · 12
$18,19976,641 mi

Market: $16,599 – $19,998

Comparison: 12 similar vehicles

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

Pell City, AL

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Pell City, AL

Fair PriceModerate · 26
$18,29947,572 mi

Market: $16,996 – $22,789

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Pell City, AL

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Pell City, AL

Fair PriceRobust · 118
$18,41892,154 mi

Market: $12,799 – $28,168

Comparison: 118 similar vehicles

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

Pell City, AL

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Pell City, AL

Fair PriceModerate · 24
$18,59950,106 mi

Market: $17,795 – $20,637

Comparison: 24 similar vehicles

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

Pell City, AL

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Pell City, AL

UnscoredInsufficient · 0
$18,59958,177 mi

Pell City, AL

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Pell City, AL

Fair PriceModerate · 24
$18,79954,319 mi

Market: $18,423 – $24,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Pell City, AL

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Pell City, AL

Fair PriceLimited · 11
$18,79960,963 mi

Market: $14,078 – $20,030

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Pell City, AL

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Pell City, AL

Fair PriceModerate · 45
$19,26854,565 mi

Market: $17,999 – $23,726

Comparison: 45 similar vehicles

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

Pell City, AL

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Pell City, AL

Fair PriceModerate · 26
$19,59954,614 mi

Market: $19,498 – $22,490

Comparison: 26 similar vehicles

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

Pell City, AL

2021 Chevrolet Silverado 1500 Custom

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

2021 Chevrolet Silverado 1500 Custom

Pell City, AL

Unscored
$19,799129,084 mi

Comparison: 14 similar vehicles

Pell City, AL

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Pell City, AL

Fair PriceLimited · 12
$19,84267,151 mi

Market: $16,499 – $26,087

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Pell City, AL

2016 Lexus RX 350

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

2016 Lexus RX 350

Pell City, AL

Unscored
$19,999142,915 mi

Comparison: 11 similar vehicles

Pell City, AL

2022 Toyota Corolla Nightshade

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

2022 Toyota Corolla Nightshade

Pell City, AL

UnscoredInsufficient · 0
$20,29977,616 mi

Pell City, AL

2019 Volvo S60 R-Design

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

2019 Volvo S60 R-Design

Pell City, AL

UnscoredInsufficient · 0
$20,30194,447 mi

Pell City, AL

2021 Buick Enclave Essence

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

2021 Buick Enclave Essence

Pell City, AL

Fair PriceModerate · 29
$20,45387,235 mi

Market: $17,269 – $22,900

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Pell City, AL

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Pell City, AL

UnscoredInsufficient · 3
$20,48866,731 mi

Comparison: 3 similar vehicles

Pell City, AL

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Pell City, AL

Fair PriceLimited · 12
$20,49981,439 mi

Market: $17,500 – $20,885

Comparison: 12 similar vehicles

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

Pell City, 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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