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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

320 listings found

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Garland, TX

UnscoredInsufficient · 4
$2,900206,880 mi

Comparison: 4 similar vehicles

Garland, TX

2009 Mazda MAZDA5 Grand Touring

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

2009 Mazda MAZDA5 Grand Touring

Wylie, TX

UnscoredInsufficient · 0
$3,990115,610 mi

Wylie, TX

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

McKinney, TX

UnscoredLimited · 6
$3,999162,600 mi

Comparison: 6 similar vehicles

McKinney, TX

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Murphy, TX

UnscoredInsufficient · 3
$3,999148,520 mi

Comparison: 3 similar vehicles

Murphy, TX

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

McKinney, TX

UnscoredInsufficient · 0
$4,400105,130 mi

McKinney, TX

2008 Honda Odyssey LX

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

2008 Honda Odyssey LX

Murphy, TX

UnscoredInsufficient · 0
$4,599187,533 mi

Murphy, TX

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

Garland, TX

UnscoredLimited · 15
$4,924181,233 mi

Comparison: 15 similar vehicles

Garland, TX

2005 Chevrolet Venture Value Plus Van

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

2005 Chevrolet Venture Value Plus Van

Plano, TX

UnscoredInsufficient · 0
$4,991138,730 mi

Plano, TX

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Plano, TX

UnscoredInsufficient · 3
$4,991197,837 mi

Comparison: 3 similar vehicles

Plano, TX

2015 Nissan Quest SL

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

2015 Nissan Quest SL

Garland, TX

UnscoredInsufficient · 0
$5,500112,839 mi

Garland, TX

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

Wylie, TX

UnscoredLimited · 7
$5,500153,997 mi

Comparison: 7 similar vehicles

Wylie, TX

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Wylie, TX

UnscoredLimited · 5
$5,500137,297 mi

Comparison: 5 similar vehicles

Wylie, TX

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

Plano, TX

UnscoredLimited · 12
$5,600173,654 mi

Comparison: 12 similar vehicles

Plano, TX

2015 Nissan Quest SV

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

2015 Nissan Quest SV

Greenville, TX

UnscoredInsufficient · 3
$5,700131,179 mi

Comparison: 3 similar vehicles

Greenville, TX

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

Plano, TX

UnscoredLimited · 7
$5,774161,332 mi

Comparison: 7 similar vehicles

Plano, TX

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

Mineola, TX

UnscoredInsufficient · 3
$5,900161,352 mi

Comparison: 3 similar vehicles

Mineola, TX

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

Plano, TX

UnscoredInsufficient · 0
$6,499135,885 mi

Plano, TX

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

Nevada, TX

UnscoredLimited · 12
$6,849168,591 mi

Comparison: 12 similar vehicles

Nevada, TX

2013 Nissan Quest S

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

2013 Nissan Quest S

Wylie, TX

UnscoredInsufficient · 0
$6,900110,731 mi

Wylie, TX

2011 Honda Odyssey EX

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

2011 Honda Odyssey EX

Wylie, TX

UnscoredInsufficient · 4
$6,900115,270 mi

Comparison: 4 similar vehicles

Wylie, TX

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Saint Paul, TX

UnscoredInsufficient · 3
$6,900136,185 mi

Comparison: 3 similar vehicles

Saint Paul, TX

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

Princeton, TX

UnscoredLimited · 6
$6,999141,000 mi

Comparison: 6 similar vehicles

Princeton, TX

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

Bonham, TX

UnscoredLimited · 12
$6,999138,817 mi

Comparison: 12 similar vehicles

Bonham, TX

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

Terrell, TX

UnscoredLimited · 8
$7,500174,345 mi

Comparison: 8 similar vehicles

Terrell, TX

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

Lavon, TX

UnscoredInsufficient · 3
$7,800197,800 mi

Comparison: 3 similar vehicles

Lavon, TX

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Paris, TX

UnscoredLimited · 16
$7,800225,046 mi

Comparison: 16 similar vehicles

Paris, TX

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Greenville, TX

UnscoredInsufficient · 4
$7,950189,689 mi

Comparison: 4 similar vehicles

Greenville, TX

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Garland, TX

UnscoredLimited · 8
$7,999154,744 mi

Comparison: 8 similar vehicles

Garland, TX

2011 Toyota Sienna Base

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

2011 Toyota Sienna Base

McKinney, TX

UnscoredInsufficient · 0
$7,999181,828 mi

McKinney, TX

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

Garland, TX

UnscoredLimited · 8
$8,224152,772 mi

Comparison: 8 similar vehicles

Garland, TX

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

Sulphur Springs, TX

UnscoredLimited · 14
$8,224215,661 mi

Comparison: 14 similar vehicles

Sulphur Springs, TX

2017 Kia Sedona SX

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

2017 Kia Sedona SX

Sherman, TX

UnscoredInsufficient · 0
$8,724211,023 mi

Sherman, TX

2018 Kia Sedona SX

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

2018 Kia Sedona SX

Plano, TX

UnscoredInsufficient · 0
$8,950115,488 mi

Plano, TX

2017 Honda Odyssey EX-L

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

2017 Honda Odyssey EX-L

Plano, TX

UnscoredLimited · 11
$8,995189,103 mi

Comparison: 11 similar vehicles

Plano, TX

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

Mineola, TX

UnscoredLimited · 9
$8,995103,042 mi

Comparison: 9 similar vehicles

Mineola, TX

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

Bonham, TX

UnscoredModerate · 40
$8,999128,210 mi

Comparison: 40 similar vehicles

Bonham, TX

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

Garland, TX

UnscoredLimited · 10
$9,399129,978 mi

Comparison: 10 similar vehicles

Garland, TX

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Wylie, TX

UnscoredInsufficient · 3
$9,700142,538 mi

Comparison: 3 similar vehicles

Wylie, TX

2016 Toyota Sienna SE

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

2016 Toyota Sienna SE

Sherman, TX

UnscoredInsufficient · 3
$9,995184,055 mi

Comparison: 3 similar vehicles

Sherman, TX

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

Garland, TX

UnscoredLimited · 10
$9,999124,942 mi

Comparison: 10 similar vehicles

Garland, TX

2012 Toyota Sienna Base

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

2012 Toyota Sienna Base

Sherman, TX

UnscoredInsufficient · 0
$10,000139,298 mi

Sherman, TX

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Princeton, TX

UnscoredInsufficient · 3
$10,199136,335 mi

Comparison: 3 similar vehicles

Princeton, TX

2018 Chrysler Pacifica Hybrid Limited

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

2018 Chrysler Pacifica Hybrid Limited

Sherman, TX

UnscoredInsufficient · 0
$10,220154,034 mi

Sherman, TX

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Garland, TX

UnscoredInsufficient · 3
$10,499117,293 mi

Comparison: 3 similar vehicles

Garland, TX

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Plano, TX

UnscoredLimited · 14
$10,691128,110 mi

Comparison: 14 similar vehicles

Plano, TX

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

Forney, TX

UnscoredInsufficient · 0
$10,84991,400 mi

Forney, TX

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

Terrell, TX

UnscoredLimited · 6
$10,981115,962 mi

Comparison: 6 similar vehicles

Terrell, TX

2012 Honda Odyssey LX

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

2012 Honda Odyssey LX

Garland, TX

UnscoredInsufficient · 0
$11,995172,280 mi

Garland, TX

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

Rowlett, TX

Salvage title
$12,500112,236 mi

Rowlett, TX

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

Greenville, TX

UnscoredLimited · 6
$12,900120,467 mi

Comparison: 6 similar vehicles

Greenville, TX

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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