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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

61 listings found

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Keytesville, MO

UnscoredInsufficient · 0
$1,800268,350 mi

Keytesville, MO

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Keytesville, MO

UnscoredLimited · 11
$3,000236,506 mi

Comparison: 11 similar vehicles

Keytesville, MO

2005 Chevrolet Classic Base

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

2005 Chevrolet Classic Base

Kirksville, MO

UnscoredInsufficient · 0
$3,950147,790 mi

Kirksville, MO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Macon, MO

UnscoredRobust · 56
$4,500248,673 mi

Comparison: 56 similar vehicles

Macon, MO

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

Macon, MO

UnscoredModerate · 25
$4,995187,764 mi

Comparison: 25 similar vehicles

Macon, MO

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Slater, MO

UnscoredInsufficient · 0
$4,998233,851 mi

Slater, MO

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Moberly, MO

UnscoredLimited · 17
$5,500146,475 mi

Comparison: 17 similar vehicles

Moberly, MO

2002 Toyota Avalon XL

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

2002 Toyota Avalon XL

Kirksville, MO

UnscoredInsufficient · 0
$5,650149,100 mi

Kirksville, MO

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Kirksville, MO

UnscoredModerate · 36
$5,950179,300 mi

Comparison: 36 similar vehicles

Kirksville, MO

2010 Lincoln MKZ Base

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

2010 Lincoln MKZ Base

Macon, MO

UnscoredInsufficient · 3
$5,995148,511 mi

Comparison: 3 similar vehicles

Macon, MO

2000 Honda Accord EX

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

2000 Honda Accord EX

Moberly, MO

UnscoredInsufficient · 0
$6,250101,350 mi

Moberly, MO

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Keytesville, MO

UnscoredRobust · 86
$6,995139,500 mi

Comparison: 86 similar vehicles

Keytesville, MO

2008 Nissan Altima S

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

2008 Nissan Altima S

Slater, MO

UnscoredLimited · 9
$6,99888,902 mi

Comparison: 9 similar vehicles

Slater, MO

2007 Honda Civic EX

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

2007 Honda Civic EX

Slater, MO

UnscoredInsufficient · 0
$6,998130,230 mi

Slater, MO

2017 Buick Regal Sport Touring

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

2017 Buick Regal Sport Touring

Kirksville, MO

UnscoredLimited · 11
$7,950145,940 mi

Comparison: 11 similar vehicles

Kirksville, MO

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Macon, MO

UnscoredModerate · 44
$7,995168,040 mi

Comparison: 44 similar vehicles

Macon, MO

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

Macon, MO

UnscoredModerate · 25
$9,500132,534 mi

Comparison: 25 similar vehicles

Macon, MO

2020 Ford Fusion S

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

2020 Ford Fusion S

Macon, MO

Great DealLimited · 11
$9,99562,702 mi

Market: $10,999 – $16,288

Comparison: 11 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 87 days listed (based on current market benchmarks)

Macon, MO

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Macon, MO

Fair PriceModerate · 22
$9,99580,905 mi

Market: $7,750 – $11,990

Comparison: 22 similar vehicles

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

Macon, MO

2015 Kia Forte EX

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

2015 Kia Forte EX

Macon, MO

UnscoredInsufficient · 0
$9,99595,886 mi

Macon, MO

2017 Kia Optima EX

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

2017 Kia Optima EX

Kirksville, MO

UnscoredLimited · 8
$10,489103,330 mi

Comparison: 8 similar vehicles

Kirksville, MO

2013 Ford Taurus Limited

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

2013 Ford Taurus Limited

Moberly, MO

OverpricedLimited · 12
$10,95071,522 mi

Market: $6,499 – $10,750

Comparison: 12 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Moberly, MO

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Macon, MO

Fair PriceModerate · 39
$10,99590,302 mi

Market: $3,450 – $11,989

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Macon, MO

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Macon, MO

Fair PriceLimited · 17
$10,995104,004 mi

Market: $8,495 – $13,231

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 342 days listed (based on current market benchmarks)

Macon, MO

2019 Ford Fusion Titanium

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

2019 Ford Fusion Titanium

Kirksville, MO

UnscoredLimited · 11
$11,489141,160 mi

Comparison: 11 similar vehicles

Kirksville, MO

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Kirksville, MO

Fair PriceRobust · 95
$11,500109,720 mi

Market: $6,995 – $21,173

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Kirksville, MO

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Kirksville, MO

Fair PriceModerate · 20
$11,79978,633 mi

Market: $4,999 – $15,584

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Kirksville, MO

2016 Honda Civic LX

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

2016 Honda Civic LX

Kirksville, MO

UnscoredModerate · 30
$12,000124,768 mi

Comparison: 30 similar vehicles

Kirksville, MO

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Kirksville, MO

UnscoredModerate · 46
$12,000142,446 mi

Comparison: 46 similar vehicles

Kirksville, MO

2015 Subaru WRX Limited

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

2015 Subaru WRX Limited

Kirksville, MO

UnscoredInsufficient · 0
$12,500128,421 mi

Kirksville, MO

2018 Chrysler 300 Limited

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

2018 Chrysler 300 Limited

Kirksville, MO

Fair PriceLimited · 18
$13,489116,388 mi

Market: $10,995 – $19,495

Comparison: 18 similar vehicles

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

Kirksville, MO

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Macon, MO

Fair PriceModerate · 38
$13,499110,652 mi

Market: $10,700 – $19,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Macon, MO

2019 Honda Civic EX-L

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

2019 Honda Civic EX-L

Perry, MO

UnscoredInsufficient · 0
$15,950104,436 mi

Perry, MO

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Marceline, MO

Fair PriceModerate · 41
$15,99580,156 mi

Market: $5,895 – $15,995

Comparison: 41 similar vehicles

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

Marceline, MO

2016 Buick LaCrosse Premium 1

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

2016 Buick LaCrosse Premium 1

Kirksville, MO

UnscoredInsufficient · 0
$16,50054,984 mi

Kirksville, MO

2021 Chevrolet Malibu 1LS

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

2021 Chevrolet Malibu 1LS

Kirksville, MO

UnscoredInsufficient · 0
$17,49940,193 mi

Kirksville, MO

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Moberly, MO

Fair PriceModerate · 31
$17,99963,647 mi

Market: $13,900 – $19,274

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Moberly, MO

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Moberly, MO

Fair PriceModerate · 30
$18,00063,780 mi

Market: $13,900 – $19,274

Comparison: 30 similar vehicles

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

Moberly, MO

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Moberly, MO

Fair PriceModerate · 30
$19,09060,468 mi

Market: $13,900 – $19,274

Comparison: 30 similar vehicles

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

Moberly, MO

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Moberly, MO

OverpricedModerate · 31
$19,27463,389 mi

Market: $13,900 – $19,090

Comparison: 31 similar vehicles

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

Moberly, MO

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Kirksville, MO

Fair PriceLimited · 10
$19,29994,835 mi

Market: $13,548 – $21,998

Comparison: 10 similar vehicles

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

Kirksville, MO

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Centralia, MO

UnscoredLimited · 13
$19,39395,224 mi

Comparison: 13 similar vehicles

Centralia, MO

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Moberly, MO

Fair PriceRobust · 94
$19,59066,676 mi

Market: $17,012 – $23,995

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Moberly, MO

2018 Lexus ES 350

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

2018 Lexus ES 350

Centralia, MO

Fair PriceLimited · 10
$19,900118,584 mi

Market: $11,995 – $25,658

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Centralia, MO

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Moberly, MO

Fair PriceRobust · 103
$19,95047,298 mi

Market: $18,898 – $26,687

Comparison: 103 similar vehicles

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

Moberly, MO

2018 Toyota Camry XLE Hybrid

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

2018 Toyota Camry XLE Hybrid

Kirksville, MO

UnscoredInsufficient · 0
$20,299115,617 mi

Kirksville, MO

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Centralia, MO

OverpricedModerate · 25
$20,49888,089 mi

Market: $16,615 – $19,980

Comparison: 25 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Centralia, MO

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Moberly, MO

Fair PriceRobust · 112
$21,09050,564 mi

Market: $18,453 – $23,774

Comparison: 112 similar vehicles

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

Moberly, MO

2025 Mazda Mazda3 Select Sport

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

2025 Mazda Mazda3 Select Sport

Moberly, MO

Fair PriceModerate · 21
$21,25044,518 mi

Market: $19,900 – $23,999

Comparison: 21 similar vehicles

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

Moberly, MO

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Kirksville, MO

UnscoredInsufficient · 3
$21,29947,172 mi

Comparison: 3 similar vehicles

Kirksville, MO

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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