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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

155 listings found

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Cadet, MO

UnscoredInsufficient · 0
$1,500293,904 mi

Cadet, MO

2000 Ford Windstar SEL

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

2000 Ford Windstar SEL

Steeleville, IL

UnscoredInsufficient · 0
$2,500208,859 mi

Steeleville, IL

2005 Kia Sedona LX

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

2005 Kia Sedona LX

Fenton, MO

UnscoredInsufficient · 0
$2,800104,452 mi

Fenton, MO

2003 Chevrolet Astro Base

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

2003 Chevrolet Astro Base

Fenton, MO

UnscoredInsufficient · 0
$3,250197,688 mi

Fenton, MO

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Richwoods, MO

UnscoredLimited · 7
$3,450202,198 mi

Comparison: 7 similar vehicles

Richwoods, MO

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Chester, IL

UnscoredLimited · 9
$3,795224,125 mi

Comparison: 9 similar vehicles

Chester, IL

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Chester, IL

UnscoredLimited · 9
$3,795Mileage not verified

Comparison: 9 similar vehicles

Chester, IL

1998 Dodge Grand Caravan SE

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

1998 Dodge Grand Caravan SE

Chester, IL

UnscoredInsufficient · 0
$3,795102,333 mi

Chester, IL

2012 Kia Sedona EX

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

2012 Kia Sedona EX

Fenton, MO

UnscoredInsufficient · 0
$4,200192,708 mi

Fenton, MO

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Fenton, MO

UnscoredLimited · 5
$4,290183,914 mi

Comparison: 5 similar vehicles

Fenton, MO

2007 Toyota Sienna XLE

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

2007 Toyota Sienna XLE

Steeleville, IL

UnscoredInsufficient · 0
$4,460183,526 mi

Steeleville, IL

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Fenton, MO

UnscoredInsufficient · 4
$4,490202,754 mi

Comparison: 4 similar vehicles

Fenton, MO

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Festus, MO

UnscoredLimited · 7
$5,000159,245 mi

Comparison: 7 similar vehicles

Festus, MO

2008 Mazda MAZDA5 Sport

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

2008 Mazda MAZDA5 Sport

Fenton, MO

UnscoredInsufficient · 0
$5,490125,988 mi

Fenton, MO

2012 Honda Odyssey LX

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

2012 Honda Odyssey LX

Arnold, MO

UnscoredInsufficient · 0
$5,495215,587 mi

Arnold, MO

2009 Chrysler Town & Country LX

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

2009 Chrysler Town & Country LX

Arnold, MO

UnscoredInsufficient · 0
$5,900106,611 mi

Arnold, MO

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Arnold, MO

UnscoredInsufficient · 0
$5,900166,992 mi

Arnold, MO

2012 Kia Sedona LX

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

2012 Kia Sedona LX

Arnold, MO

UnscoredInsufficient · 3
$6,500141,659 mi

Comparison: 3 similar vehicles

Arnold, MO

2013 Nissan Quest LE

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

2013 Nissan Quest LE

Arnold, MO

UnscoredInsufficient · 0
$6,950164,181 mi

Arnold, MO

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

Arnold, MO

UnscoredLimited · 6
$6,995219,319 mi

Comparison: 6 similar vehicles

Arnold, MO

2012 Honda Odyssey EX

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

2012 Honda Odyssey EX

Crystal City, MO

UnscoredInsufficient · 0
$7,200169,000 mi

Crystal City, MO

2006 Dodge Caravan SXT

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

2006 Dodge Caravan SXT

Chester, IL

UnscoredInsufficient · 0
$7,495138,916 mi

Chester, IL

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Arnold, MO

UnscoredInsufficient · 3
$7,900131,061 mi

Comparison: 3 similar vehicles

Arnold, MO

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

Fenton, MO

UnscoredLimited · 8
$7,900196,161 mi

Comparison: 8 similar vehicles

Fenton, MO

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Arnold, MO

UnscoredLimited · 12
$7,955125,959 mi

Comparison: 12 similar vehicles

Arnold, MO

2017 Dodge Grand Caravan SE Plus

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

2017 Dodge Grand Caravan SE Plus

Richwoods, MO

UnscoredLimited · 6
$8,450137,697 mi

Comparison: 6 similar vehicles

Richwoods, MO

2013 Nissan Quest SV

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

2013 Nissan Quest SV

Arnold, MO

UnscoredInsufficient · 0
$8,500141,142 mi

Arnold, MO

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Farmington, MO

UnscoredLimited · 5
$8,995132,818 mi

Comparison: 5 similar vehicles

Farmington, MO

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

Arnold, MO

UnscoredLimited · 6
$9,842124,002 mi

Comparison: 6 similar vehicles

Arnold, MO

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

High Ridge, MO

UnscoredLimited · 12
$9,995132,010 mi

Comparison: 12 similar vehicles

High Ridge, MO

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Festus, MO

UnscoredInsufficient · 0
$9,999125,115 mi

Festus, MO

2020 Chrysler Pacifica Touring

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

2020 Chrysler Pacifica Touring

Fenton, MO

UnscoredLimited · 5
$10,995189,339 mi

Comparison: 5 similar vehicles

Fenton, MO

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

Red Bud, IL

UnscoredLimited · 6
$10,995127,559 mi

Comparison: 6 similar vehicles

Red Bud, IL

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

Fenton, MO

UnscoredLimited · 8
$11,000161,517 mi

Comparison: 8 similar vehicles

Fenton, MO

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Imperial, MO

UnscoredLimited · 15
$11,199146,206 mi

Comparison: 15 similar vehicles

Imperial, MO

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Imperial, MO

Salvage title
$11,999119,585 mi

Imperial, MO

2016 Honda Odyssey EX

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

2016 Honda Odyssey EX

Fenton, MO

UnscoredInsufficient · 0
$12,995114,775 mi

Fenton, MO

2014 Toyota Sienna Limited

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

2014 Toyota Sienna Limited

Fenton, MO

UnscoredInsufficient · 0
$12,995173,596 mi

Fenton, MO

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Waterloo, IL

UnscoredLimited · 5
$12,997123,802 mi

Comparison: 5 similar vehicles

Waterloo, IL

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Columbia, IL

UnscoredLimited · 16
$13,066131,276 mi

Comparison: 16 similar vehicles

Columbia, IL

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Hillsboro, MO

UnscoredInsufficient · 4
$13,991130,773 mi

Comparison: 4 similar vehicles

Hillsboro, MO

No Photo

2017 Chrysler Pacifica Limited

House Springs, MO

Fair PriceModerate · 28
$13,995115,965 mi

Market: $9,200 – $17,460

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

House Springs, MO

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Fenton, MO

Fair PriceModerate · 21
$14,79588,317 mi

Market: $5,795 – $20,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Fenton, MO

2020 Chrysler Pacifica Touring L Plus

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

2020 Chrysler Pacifica Touring L Plus

Park Hills, MO

UnscoredModerate · 45
$14,797158,610 mi

Comparison: 45 similar vehicles

Park Hills, MO

2020 Dodge Grand Caravan SE

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

2020 Dodge Grand Caravan SE

Farmington, MO

UnscoredInsufficient · 0
$14,995108,655 mi

Farmington, MO

2019 Chrysler Pacifica Touring L Plus

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

2019 Chrysler Pacifica Touring L Plus

Festus, MO

Fair PriceLimited · 10
$15,50089,379 mi

Market: $9,980 – $18,119

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Festus, MO

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Chester, IL

UnscoredModerate · 24
$15,795165,869 mi

Comparison: 24 similar vehicles

Chester, IL

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

Chester, IL

Fair PriceModerate · 21
$16,595116,150 mi

Market: $9,900 – $20,929

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 484 days listed (based on current market benchmarks)

Chester, IL

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

Herculaneum, MO

UnscoredInsufficient · 0
$16,82842,020 mi

Herculaneum, MO

2017 Honda Odyssey Touring Elite

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

2017 Honda Odyssey Touring Elite

Columbia, IL

UnscoredInsufficient · 0
$16,900125,348 mi

Columbia, IL

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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