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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 5, 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

973 listings found

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Calhoun City, MS

Unscored
$4,419233,546 mi

Comparison: 20 similar vehicles

Calhoun City, MS

1998 Cadillac DeVille Base

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

1998 Cadillac DeVille Base

Starkville, MS

UnscoredInsufficient · 0
$4,990130,735 mi

Starkville, MS

2014 Chevrolet Cruze Turbo Diesel

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

2014 Chevrolet Cruze Turbo Diesel

Hamilton, AL

Salvage title
$4,995165,546 mi

Hamilton, AL

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Tishomingo, MS

Unscored
$4,999204,992 mi

Comparison: 7 similar vehicles

Tishomingo, MS

No Photo

2008 Chevrolet Impala LT

Tishomingo, MS

Unscored
$4,999239,309 mi

Comparison: 11 similar vehicles

Tishomingo, MS

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Tishomingo, MS

UnscoredInsufficient · 0
$4,999164,946 mi

Tishomingo, MS

2005 Nissan Altima S

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

2005 Nissan Altima S

Tishomingo, MS

UnscoredInsufficient · 0
$4,999Mileage not verified

Tishomingo, MS

2012 Kia Forte EX

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

2012 Kia Forte EX

Tishomingo, MS

UnscoredInsufficient · 4
$5,325176,690 mi

Comparison: 4 similar vehicles

Tishomingo, MS

2012 INFINITI G Sedan 37x

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

2012 INFINITI G Sedan 37x

Saltillo, MS

UnscoredInsufficient · 3
$5,702175,801 mi

Comparison: 3 similar vehicles

Saltillo, MS

2009 Chrysler 300 LX

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

2009 Chrysler 300 LX

Starkville, MS

UnscoredInsufficient · 0
$5,888125,421 mi

Starkville, MS

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Tupelo, MS

Unscored
$5,900145,000 mi

Comparison: 13 similar vehicles

Tupelo, MS

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Tishomingo, MS

UnscoredInsufficient · 0
$5,995140,607 mi

Tishomingo, MS

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Tishomingo, MS

Unscored
$5,999262,865 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2010 Nissan Altima Base

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

2010 Nissan Altima Base

Tishomingo, MS

UnscoredInsufficient · 0
$5,999193,322 mi

Tishomingo, MS

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

West Point, MS

UnscoredInsufficient · 3
$6,415132,751 mi

Comparison: 3 similar vehicles

West Point, MS

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Tishomingo, MS

Unscored
$6,450245,741 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Tishomingo, MS

Unscored
$6,499173,845 mi

Comparison: 5 similar vehicles

Tishomingo, MS

2010 Toyota Camry Base

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

2010 Toyota Camry Base

Tishomingo, MS

Unscored
$6,900199,686 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

West Point, MS

UnscoredInsufficient · 0
$6,900190,564 mi

West Point, MS

2003 Buick LeSabre Custom

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

2003 Buick LeSabre Custom

Columbus, MS

UnscoredInsufficient · 0
$6,90097,226 mi

Columbus, MS

2003 Honda Accord EX

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

2003 Honda Accord EX

Columbus, MS

Unscored
$6,995153,523 mi

Comparison: 7 similar vehicles

Columbus, MS

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Tishomingo, MS

Fair PriceModerate · 23
$6,99993,976 mi

Market: $4,047 – $10,399

Comparison: 23 similar vehicles

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

Tishomingo, MS

No Photo

2013 Dodge Dart Limited

Tishomingo, MS

UnscoredInsufficient · 3
$7,500172,188 mi

Comparison: 3 similar vehicles

Tishomingo, MS

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Tupelo, MS

Unscored
$7,777196,157 mi

Comparison: 67 similar vehicles

Tupelo, MS

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Hamilton, AL

Unscored
$7,894215,624 mi

Comparison: 30 similar vehicles

Hamilton, AL

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Mooreville, MS

Unscored
$7,900116,750 mi

Comparison: 9 similar vehicles

Mooreville, MS

No Photo

2019 Nissan Versa Sedan SV

Pontotoc, MS

Unscored
$7,99078,391 mi

Comparison: 8 similar vehicles

Pontotoc, MS

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Tupelo, MS

UnscoredInsufficient · 0
$7,990134,944 mi

Tupelo, MS

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Saltillo, MS

Fair PriceModerate · 30
$7,99599,071 mi

Market: $2,895 – $12,620

Comparison: 30 similar vehicles

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

Saltillo, MS

2012 Nissan Altima S

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

2012 Nissan Altima S

Tupelo, MS

Unscored
$7,995178,635 mi

Comparison: 27 similar vehicles

Tupelo, MS

2015 Honda Civic LX

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

2015 Honda Civic LX

Tishomingo, MS

Unscored
$7,999202,003 mi

Comparison: 50 similar vehicles

Tishomingo, MS

2014 Kia Forte LX

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

2014 Kia Forte LX

Hamilton, AL

Fair PriceLimited · 10
$8,19490,590 mi

Market: $5,995 – $9,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Hamilton, AL

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Tishomingo, MS

Unscored
$8,250207,277 mi

Comparison: 60 similar vehicles

Tishomingo, MS

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Columbus, MS

Unscored
$8,450106,447 mi

Comparison: 7 similar vehicles

Columbus, MS

2014 Honda Accord LX

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

2014 Honda Accord LX

Calhoun City, MS

Unscored
$8,509221,605 mi

Comparison: 13 similar vehicles

Calhoun City, MS

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Columbus, MS

Unscored
$8,875140,154 mi

Comparison: 20 similar vehicles

Columbus, MS

2020 Hyundai Accent SE

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

2020 Hyundai Accent SE

Starkville, MS

Unscored
$8,89072,536 mi

Comparison: 7 similar vehicles

Starkville, MS

2020 Nissan Versa Sedan SV

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

2020 Nissan Versa Sedan SV

Tupelo, MS

Fair PriceLimited · 11
$8,900116,790 mi

Market: $7,493 – $11,993

Comparison: 11 similar vehicles

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

Tupelo, MS

2012 Lincoln MKS Base

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

2012 Lincoln MKS Base

Mooreville, MS

UnscoredInsufficient · 0
$8,900120,860 mi

Mooreville, MS

No Photo

2014 Toyota Corolla LE

Tupelo, MS

Unscored
$8,950172,996 mi

Comparison: 11 similar vehicles

Tupelo, MS

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Hamilton, AL

UnscoredInsufficient · 0
$8,95094,636 mi

Hamilton, AL

2018 Kia RIO S

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

2018 Kia RIO S

Starkville, MS

UnscoredInsufficient · 0
$8,990127,193 mi

Starkville, MS

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Tishomingo, MS

Unscored
$8,999122,925 mi

Comparison: 67 similar vehicles

Tishomingo, MS

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Tishomingo, MS

Unscored
$8,999167,908 mi

Comparison: 28 similar vehicles

Tishomingo, MS

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Tupelo, MS

Fair PriceModerate · 29
$9,07286,826 mi

Market: $2,895 – $12,620

Comparison: 29 similar vehicles

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

Tupelo, MS

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

Houston, MS

UnscoredInsufficient · 0
$9,100145,875 mi

Houston, MS

2006 Ford Fusion SE

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

2006 Ford Fusion SE

Tupelo, MS

UnscoredInsufficient · 0
$9,149131,185 mi

Tupelo, MS

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Tupelo, MS

UnscoredInsufficient · 0
$9,299128,350 mi

Tupelo, MS

2017 Nissan Sentra SR

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

2017 Nissan Sentra SR

Calhoun City, MS

UnscoredInsufficient · 0
$9,420121,018 mi

Calhoun City, MS

2022 Nissan Altima SR

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

2022 Nissan Altima SR

Calhoun City, MS

Unscored
$9,425200,931 mi

Comparison: 55 similar vehicles

Calhoun City, MS

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 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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