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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

689 listings found

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

Lewisville, TX

UnscoredInsufficient · 3
$3,400158,190 mi

Comparison: 3 similar vehicles

Lewisville, TX

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

Lewisville, TX

UnscoredLimited · 6
$3,900140,876 mi

Comparison: 6 similar vehicles

Lewisville, 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

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

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Lewisville, TX

UnscoredLimited · 6
$4,500Mileage not verified

Comparison: 6 similar vehicles

Lewisville, TX

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

Lewisville, TX

UnscoredLimited · 14
$4,900107,779 mi

Comparison: 14 similar vehicles

Lewisville, TX

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

Lewisville, TX

UnscoredLimited · 6
$5,998113,988 mi

Comparison: 6 similar vehicles

Lewisville, TX

2013 Honda Odyssey EX

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

2013 Honda Odyssey EX

Lewisville, TX

UnscoredLimited · 5
$6,200187,346 mi

Comparison: 5 similar vehicles

Lewisville, 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

Lewisville, TX

UnscoredLimited · 18
$6,477156,559 mi

Comparison: 18 similar vehicles

Lewisville, TX

2018 Dodge Grand Caravan SE Plus

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

2018 Dodge Grand Caravan SE Plus

Lewisville, TX

UnscoredLimited · 5
$6,499142,150 mi

Comparison: 5 similar vehicles

Lewisville, TX

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Frisco, TX

UnscoredLimited · 11
$6,990135,167 mi

Comparison: 11 similar vehicles

Frisco, TX

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

Denton, TX

UnscoredLimited · 9
$7,500210,019 mi

Comparison: 9 similar vehicles

Denton, 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

2018 Dodge Grand Caravan SE Plus

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

2018 Dodge Grand Caravan SE Plus

Denton, TX

UnscoredInsufficient · 3
$8,202173,167 mi

Comparison: 3 similar vehicles

Denton, 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

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

Nocona, TX

Fair PriceLimited · 13
$8,750108,185 mi

Market: $4,000 – $24,490

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Nocona, 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

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

Lewisville, TX

UnscoredLimited · 18
$8,998133,951 mi

Comparison: 18 similar vehicles

Lewisville, TX

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Denton, TX

UnscoredInsufficient · 4
$8,999149,185 mi

Comparison: 4 similar vehicles

Denton, TX

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

Sanger, TX

UnscoredInsufficient · 3
$9,52565,551 mi

Comparison: 3 similar vehicles

Sanger, TX

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

Lewisville, TX

UnscoredModerate · 25
$9,995159,924 mi

Comparison: 25 similar vehicles

Lewisville, 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

2015 Toyota Sienna XLE

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

2015 Toyota Sienna XLE

Lewisville, TX

UnscoredLimited · 10
$9,995112,284 mi

Comparison: 10 similar vehicles

Lewisville, 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

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

Whitesboro, TX

Fair PriceLimited · 14
$10,177103,835 mi

Market: $4,519 – $16,145

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Whitesboro, 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

2019 Chrysler Pacifica Touring Plus

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

2019 Chrysler Pacifica Touring Plus

Decatur, TX

UnscoredInsufficient · 0
$11,402135,469 mi

Decatur, TX

2018 Chrysler Pacifica Hybrid Touring L

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

2018 Chrysler Pacifica Hybrid Touring L

Frisco, TX

UnscoredInsufficient · 0
$12,40090,428 mi

Frisco, TX

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Madill, OK

Fair PriceLimited · 10
$12,449100,719 mi

Market: $7,995 – $32,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Madill, OK

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Frisco, TX

UnscoredLimited · 12
$12,821126,770 mi

Comparison: 12 similar vehicles

Frisco, 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

Gainesville, TX

UnscoredModerate · 48
$12,995133,213 mi

Comparison: 48 similar vehicles

Gainesville, TX

2002 GMC Safari SLE

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

2002 GMC Safari SLE

Plano, TX

UnscoredInsufficient · 0
$12,998105,501 mi

Plano, TX

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Plano, TX

UnscoredInsufficient · 3
$13,783118,573 mi

Comparison: 3 similar vehicles

Plano, TX

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Decatur, TX

OverpricedLimited · 10
$13,900142,556 mi

Market: $3,990 – $13,220

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Decatur, TX

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Plano, TX

UnscoredInsufficient · 3
$14,12882,769 mi

Comparison: 3 similar vehicles

Plano, TX

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Denton, TX

Fair PriceLimited · 19
$14,220111,600 mi

Market: $9,995 – $17,815

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Denton, TX

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Frisco, TX

UnscoredLimited · 11
$14,224147,461 mi

Comparison: 11 similar vehicles

Frisco, TX

2016 Honda Odyssey EX

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

2016 Honda Odyssey EX

Sherman, TX

UnscoredLimited · 7
$14,48091,499 mi

Comparison: 7 similar vehicles

Sherman, TX

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

Denison, TX

UnscoredModerate · 20
$14,995129,376 mi

Comparison: 20 similar vehicles

Denison, TX

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

Gainesville, TX

UnscoredLimited · 11
$14,995121,380 mi

Comparison: 11 similar vehicles

Gainesville, TX

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

Denton, TX

Fair PriceModerate · 25
$14,995105,228 mi

Market: $7,500 – $24,900

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Denton, 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

Plano, TX

Great DealLimited · 10
$15,14297,529 mi

Market: $16,995 – $19,556

Comparison: 10 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 13 days listed (based on current market benchmarks)

Plano, TX

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Plano, TX

UnscoredModerate · 29
$15,980128,238 mi

Comparison: 29 similar vehicles

Plano, TX

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

Denton, TX

UnscoredLimited · 7
$16,00894,884 mi

Comparison: 7 similar vehicles

Denton, TX

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Madill, OK

UnscoredLimited · 6
$16,94983,756 mi

Comparison: 6 similar vehicles

Madill, OK

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Sherman, TX

Fair PriceModerate · 37
$16,995107,140 mi

Market: $16,995 – $24,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Sherman, TX

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

McKinney, TX

Fair PriceModerate · 21
$16,99880,835 mi

Market: $13,752 – $35,900

Comparison: 21 similar vehicles

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

McKinney, TX

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Frisco, TX

UnscoredModerate · 49
$17,113144,917 mi

Comparison: 49 similar vehicles

Frisco, TX

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Gainesville, TX

Fair PriceLimited · 10
$17,22063,152 mi

Market: $16,949 – $19,248

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Gainesville, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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