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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

355 listings found

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Conway, AR

UnscoredInsufficient · 0
$3,829267,988 mi

Conway, AR

1999 Honda Odyssey EX

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

1999 Honda Odyssey EX

Bryant, AR

UnscoredInsufficient · 0
$3,880252,659 mi

Bryant, AR

2007 Nissan Quest Base

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

2007 Nissan Quest Base

Mabelvale, AR

UnscoredInsufficient · 0
$3,900122,400 mi

Mabelvale, AR

2006 Dodge Caravan SXT

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

2006 Dodge Caravan SXT

Greenbrier, AR

UnscoredInsufficient · 0
$3,950217,638 mi

Greenbrier, AR

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Heber Springs, AR

UnscoredInsufficient · 4
$3,995249,392 mi

Comparison: 4 similar vehicles

Heber Springs, AR

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Cabot, AR

UnscoredInsufficient · 0
$3,995196,872 mi

Cabot, AR

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

North Little Rock, AR

UnscoredLimited · 5
$3,999229,000 mi

Comparison: 5 similar vehicles

North Little Rock, AR

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

Cabot, AR

UnscoredLimited · 15
$4,599260,287 mi

Comparison: 15 similar vehicles

Cabot, AR

2016 Honda Odyssey EX

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

2016 Honda Odyssey EX

Cabot, AR

UnscoredInsufficient · 0
$4,995169,607 mi

Cabot, AR

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Benton, AR

UnscoredInsufficient · 0
$4,995164,503 mi

Benton, AR

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

Cabot, AR

UnscoredLimited · 16
$4,999227,581 mi

Comparison: 16 similar vehicles

Cabot, AR

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

Benton, AR

UnscoredInsufficient · 3
$5,995129,335 mi

Comparison: 3 similar vehicles

Benton, AR

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Benton, AR

UnscoredLimited · 8
$5,995182,975 mi

Comparison: 8 similar vehicles

Benton, AR

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Benton, AR

UnscoredInsufficient · 3
$5,995241,407 mi

Comparison: 3 similar vehicles

Benton, AR

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

North Little Rock, AR

UnscoredLimited · 9
$5,999150,000 mi

Comparison: 9 similar vehicles

North Little Rock, AR

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

Greenbrier, AR

UnscoredLimited · 10
$5,999152,749 mi

Comparison: 10 similar vehicles

Greenbrier, AR

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

North Little Rock, AR

UnscoredInsufficient · 3
$5,999135,000 mi

Comparison: 3 similar vehicles

North Little Rock, AR

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

Searcy, AR

UnscoredLimited · 5
$6,087214,431 mi

Comparison: 5 similar vehicles

Searcy, AR

2008 Chevrolet Uplander LT

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

2008 Chevrolet Uplander LT

Conway, AR

UnscoredInsufficient · 0
$6,128161,253 mi

Conway, AR

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

Jacksonville, AR

UnscoredInsufficient · 3
$6,200169,600 mi

Comparison: 3 similar vehicles

Jacksonville, AR

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Searcy, AR

UnscoredInsufficient · 3
$6,500202,101 mi

Comparison: 3 similar vehicles

Searcy, AR

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

Conway, AR

UnscoredLimited · 16
$6,995225,806 mi

Comparison: 16 similar vehicles

Conway, AR

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

Cabot, AR

UnscoredLimited · 7
$6,999225,277 mi

Comparison: 7 similar vehicles

Cabot, AR

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Sherwood, AR

Fair PriceLimited · 17
$7,795Mileage not verified

Market: $6,500 – $10,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 301 days listed (based on current market benchmarks)

Sherwood, AR

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Bryant, AR

UnscoredInsufficient · 3
$7,830173,349 mi

Comparison: 3 similar vehicles

Bryant, AR

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

Cabot, AR

UnscoredLimited · 16
$7,999258,129 mi

Comparison: 16 similar vehicles

Cabot, AR

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Cabot, AR

UnscoredInsufficient · 4
$7,999191,436 mi

Comparison: 4 similar vehicles

Cabot, AR

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Little Rock, AR

UnscoredInsufficient · 0
$8,200151,398 mi

Little Rock, AR

2009 Chrysler Town & Country Limited

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

2009 Chrysler Town & Country Limited

Redfield, AR

UnscoredInsufficient · 0
$8,59599,854 mi

Redfield, AR

2015 Dodge Grand Caravan SXT

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

2015 Dodge Grand Caravan SXT

Little Rock, AR

UnscoredLimited · 6
$8,695123,233 mi

Comparison: 6 similar vehicles

Little Rock, AR

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

Jacksonville, AR

UnscoredLimited · 12
$8,756145,749 mi

Comparison: 12 similar vehicles

Jacksonville, AR

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Bryant, AR

UnscoredInsufficient · 0
$8,930209,577 mi

Bryant, AR

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

Cabot, AR

UnscoredInsufficient · 4
$8,99591,578 mi

Comparison: 4 similar vehicles

Cabot, AR

2015 Dodge Grand Caravan R/T

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

2015 Dodge Grand Caravan R/T

Mabelvale, AR

UnscoredInsufficient · 0
$8,995148,549 mi

Mabelvale, AR

2017 Kia Sedona SX

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

2017 Kia Sedona SX

Cabot, AR

UnscoredInsufficient · 0
$8,999167,916 mi

Cabot, AR

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Conway, AR

Fair PriceLimited · 11
$9,40099,237 mi

Market: $8,919 – $11,549

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Conway, AR

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Little Rock, AR

UnscoredLimited · 8
$9,495138,260 mi

Comparison: 8 similar vehicles

Little Rock, AR

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Greenbrier, AR

UnscoredLimited · 17
$9,500135,000 mi

Comparison: 17 similar vehicles

Greenbrier, AR

2016 Honda Odyssey Touring Elite

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

2016 Honda Odyssey Touring Elite

Cabot, AR

UnscoredInsufficient · 0
$9,995161,181 mi

Cabot, AR

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Searcy, AR

UnscoredLimited · 6
$9,995213,526 mi

Comparison: 6 similar vehicles

Searcy, AR

2017 Chrysler Pacifica Touring Plus

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

2017 Chrysler Pacifica Touring Plus

Little Rock, AR

UnscoredInsufficient · 0
$10,950106,229 mi

Little Rock, AR

2020 Dodge Grand Caravan SXT

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

2020 Dodge Grand Caravan SXT

Beebe, AR

UnscoredLimited · 5
$10,995127,892 mi

Comparison: 5 similar vehicles

Beebe, AR

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

Conway, AR

UnscoredInsufficient · 3
$10,995116,451 mi

Comparison: 3 similar vehicles

Conway, AR

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

Conway, AR

Fair PriceModerate · 26
$11,300119,341 mi

Market: $5,999 – $13,949

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Conway, AR

2017 Kia Sedona LX

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

2017 Kia Sedona LX

North Little Rock, AR

UnscoredInsufficient · 0
$11,500172,716 mi

North Little Rock, AR

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Little Rock, AR

UnscoredLimited · 11
$11,950139,858 mi

Comparison: 11 similar vehicles

Little Rock, AR

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

Benton, AR

UnscoredInsufficient · 3
$11,995151,091 mi

Comparison: 3 similar vehicles

Benton, AR

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Greenbrier, AR

UnscoredModerate · 22
$12,079133,184 mi

Comparison: 22 similar vehicles

Greenbrier, AR

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Little Rock, AR

OverpricedModerate · 26
$12,50072,235 mi

Market: $6,694 – $12,096

Comparison: 26 similar vehicles

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

Little Rock, AR

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

Cabot, AR

UnscoredLimited · 13
$12,900124,922 mi

Comparison: 13 similar vehicles

Cabot, AR

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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