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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

250 listings found

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Cedartown, GA

UnscoredInsufficient · 0
$3,000196,221 mi

Cedartown, GA

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Cedartown, GA

UnscoredInsufficient · 0
$3,500225,448 mi

Cedartown, GA

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Fort Payne, AL

UnscoredModerate · 40
$4,900147,059 mi

Comparison: 40 similar vehicles

Fort Payne, AL

2007 Chrysler Pacifica Touring

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

2007 Chrysler Pacifica Touring

Boaz, AL

UnscoredInsufficient · 0
$4,900100,002 mi

Boaz, AL

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Fort Payne, AL

UnscoredModerate · 31
$5,700186,296 mi

Comparison: 31 similar vehicles

Fort Payne, AL

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Boaz, AL

UnscoredInsufficient · 0
$5,900167,595 mi

Boaz, AL

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Gadsden, AL

UnscoredInsufficient · 3
$5,978129,399 mi

Comparison: 3 similar vehicles

Gadsden, AL

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Gadsden, AL

UnscoredLimited · 10
$5,995178,000 mi

Comparison: 10 similar vehicles

Gadsden, AL

2001 GMC Safari Cargo SL

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

2001 GMC Safari Cargo SL

Fort Payne, AL

UnscoredInsufficient · 0
$6,00068,379 mi

Fort Payne, AL

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Rome, GA

UnscoredLimited · 15
$6,500168,711 mi

Comparison: 15 similar vehicles

Rome, GA

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Odenville, AL

UnscoredModerate · 22
$6,900138,668 mi

Comparison: 22 similar vehicles

Odenville, 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

Rome, GA

Fair PriceLimited · 11
$6,900114,860 mi

Market: $4,800 – $8,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Rome, GA

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

UnscoredLimited · 8
$6,995Mileage not verified

Comparison: 8 similar vehicles

Pell City, AL

2015 Honda Odyssey Touring Elite

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

2015 Honda Odyssey Touring Elite

Anniston, AL

UnscoredLimited · 11
$7,000172,507 mi

Comparison: 11 similar vehicles

Anniston, AL

2014 Honda Odyssey Touring

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

2014 Honda Odyssey Touring

Rome, GA

UnscoredLimited · 15
$7,000202,790 mi

Comparison: 15 similar vehicles

Rome, GA

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Summerville, GA

UnscoredModerate · 23
$7,198198,186 mi

Comparison: 23 similar vehicles

Summerville, GA

2008 Honda Odyssey EX

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

2008 Honda Odyssey EX

Heflin, AL

UnscoredLimited · 5
$7,252173,213 mi

Comparison: 5 similar vehicles

Heflin, AL

2006 Mercedes-Benz R-Class R350

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

2006 Mercedes-Benz R-Class R350

Bremen, GA

UnscoredInsufficient · 0
$7,50075,117 mi

Bremen, GA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Scottsboro, AL

UnscoredModerate · 38
$7,697147,356 mi

Comparison: 38 similar vehicles

Scottsboro, AL

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Gadsden, AL

UnscoredLimited · 14
$8,500199,799 mi

Comparison: 14 similar vehicles

Gadsden, AL

2010 Toyota Sienna XLE

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

2010 Toyota Sienna XLE

Albertville, AL

UnscoredInsufficient · 0
$8,647160,409 mi

Albertville, AL

2014 Nissan Quest SV

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

2014 Nissan Quest SV

Summerville, GA

UnscoredInsufficient · 3
$8,900144,109 mi

Comparison: 3 similar vehicles

Summerville, GA

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Rainbow City, AL

UnscoredModerate · 28
$8,950156,000 mi

Comparison: 28 similar vehicles

Rainbow City, AL

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Moody, AL

UnscoredInsufficient · 3
$8,950183,763 mi

Comparison: 3 similar vehicles

Moody, AL

2017 Kia Sedona L

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

2017 Kia Sedona L

Rome, GA

UnscoredInsufficient · 0
$8,995112,099 mi

Rome, GA

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Albertville, AL

UnscoredInsufficient · 3
$8,995152,430 mi

Comparison: 3 similar vehicles

Albertville, AL

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Odenville, AL

UnscoredModerate · 26
$8,995122,688 mi

Comparison: 26 similar vehicles

Odenville, AL

2013 Honda Odyssey Touring

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

2013 Honda Odyssey Touring

Odenville, AL

UnscoredInsufficient · 3
$8,995170,879 mi

Comparison: 3 similar vehicles

Odenville, AL

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Summerville, GA

UnscoredLimited · 14
$9,198209,526 mi

Comparison: 14 similar vehicles

Summerville, GA

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Scottsboro, AL

UnscoredModerate · 22
$9,500217,821 mi

Comparison: 22 similar vehicles

Scottsboro, AL

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Fort Payne, AL

UnscoredModerate · 31
$9,650145,386 mi

Comparison: 31 similar vehicles

Fort Payne, AL

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Gadsden, AL

Fair PriceModerate · 32
$9,900114,570 mi

Market: $8,485 – $16,197

Comparison: 32 similar vehicles

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

Gadsden, AL

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Albertville, AL

UnscoredLimited · 7
$9,950128,752 mi

Comparison: 7 similar vehicles

Albertville, AL

2005 Kia Sedona EX

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

2005 Kia Sedona EX

Anniston, AL

UnscoredInsufficient · 0
$9,990143,873 mi

Anniston, AL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Moody, AL

Fair PriceModerate · 30
$9,995103,911 mi

Market: $4,900 – $32,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1632 days listed (based on current market benchmarks)

Moody, AL

2018 Chrysler Pacifica L

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

2018 Chrysler Pacifica L

Fort Payne, AL

UnscoredLimited · 5
$10,000146,639 mi

Comparison: 5 similar vehicles

Fort Payne, AL

2012 Honda Odyssey LX

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

2012 Honda Odyssey LX

Summerville, GA

UnscoredInsufficient · 0
$10,198159,460 mi

Summerville, GA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Albertville, AL

UnscoredModerate · 36
$10,500150,276 mi

Comparison: 36 similar vehicles

Albertville, AL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Boaz, AL

Salvage title
$10,900122,810 mi

Boaz, AL

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Albertville, AL

UnscoredLimited · 14
$10,900165,740 mi

Comparison: 14 similar vehicles

Albertville, AL

2016 Kia Sedona L

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

2016 Kia Sedona L

Moody, AL

UnscoredInsufficient · 0
$10,995166,868 mi

Moody, AL

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Anniston, AL

UnscoredRobust · 62
$10,995196,242 mi

Comparison: 62 similar vehicles

Anniston, AL

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Anniston, AL

UnscoredRobust · 62
$10,995198,492 mi

Comparison: 62 similar vehicles

Anniston, AL

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Albertville, AL

UnscoredLimited · 7
$11,500109,145 mi

Comparison: 7 similar vehicles

Albertville, AL

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

Albertville, AL

UnscoredLimited · 15
$11,500138,061 mi

Comparison: 15 similar vehicles

Albertville, AL

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Pell City, AL

Fair PriceModerate · 26
$11,799119,928 mi

Market: $3,500 – $17,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Pell City, AL

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Albertville, AL

Fair PriceModerate · 23
$11,900103,630 mi

Market: $4,900 – $17,424

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 288 days listed (based on current market benchmarks)

Albertville, AL

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Arab, AL

Fair PriceModerate · 21
$11,900114,783 mi

Market: $4,900 – $29,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Arab, AL

No Photo

2017 Chrysler Pacifica Touring-L

Rome, GA

Fair PriceRobust · 60
$11,995108,285 mi

Market: $6,895 – $22,544

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Rome, GA

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Oxford, AL

Fair PriceLimited · 16
$11,99596,748 mi

Market: $7,750 – $14,195

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 679 days listed (based on current market benchmarks)

Oxford, 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. 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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