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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 20, 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

98 listings found

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Mooreville, MS

UnscoredInsufficient · 0
$4,900226,649 mi

Mooreville, MS

2010 Volkswagen Routan S

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

2010 Volkswagen Routan S

Aliceville, AL

UnscoredInsufficient · 0
$5,900135,968 mi

Aliceville, AL

2011 Chrysler Town & Country Limited

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

2011 Chrysler Town & Country Limited

Starkville, MS

UnscoredInsufficient · 0
$5,990175,686 mi

Starkville, MS

2006 Chrysler Pacifica Touring

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

2006 Chrysler Pacifica Touring

Columbus, MS

UnscoredInsufficient · 0
$5,995Mileage not verified

Columbus, MS

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Fulton, MS

UnscoredInsufficient · 0
$6,500151,440 mi

Fulton, MS

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

Steens, MS

UnscoredModerate · 28
$6,900218,000 mi

Comparison: 28 similar vehicles

Steens, MS

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Tupelo, MS

UnscoredInsufficient · 0
$9,450250,573 mi

Tupelo, MS

2014 Nissan Quest SL

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

2014 Nissan Quest SL

Houston, MS

UnscoredInsufficient · 0
$10,100133,702 mi

Houston, MS

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

Tupelo, MS

UnscoredModerate · 20
$11,750139,973 mi

Comparison: 20 similar vehicles

Tupelo, MS

2018 Chrysler Pacifica Touring Plus

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

2018 Chrysler Pacifica Touring Plus

Tupelo, MS

UnscoredLimited · 18
$12,900171,755 mi

Comparison: 18 similar vehicles

Tupelo, MS

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

Saltillo, MS

UnscoredInsufficient · 0
$15,99879,169 mi

Saltillo, MS

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

Tupelo, MS

UnscoredInsufficient · 0
$16,999123,204 mi

Tupelo, MS

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Houston, MS

Fair PriceModerate · 20
$17,10095,159 mi

Market: $9,599 – $39,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Houston, MS

2020 Honda Odyssey EX-L

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

2020 Honda Odyssey EX-L

Starkville, MS

UnscoredModerate · 27
$17,274153,018 mi

Comparison: 27 similar vehicles

Starkville, MS

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Tupelo, MS

UnscoredInsufficient · 0
$18,02485,999 mi

Tupelo, MS

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

Starkville, MS

UnscoredRobust · 113
$18,900130,785 mi

Comparison: 113 similar vehicles

Starkville, MS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Houston, MS

UnscoredLimited · 6
$20,100104,188 mi

Comparison: 6 similar vehicles

Houston, MS

2024 Chrysler Pacifica Touring

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

2024 Chrysler Pacifica Touring

Starkville, MS

Fair PriceLimited · 18
$20,99588,095 mi

Market: $19,715 – $25,988

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Starkville, MS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Starkville, MS

Fair PriceRobust · 152
$20,99784,227 mi

Market: $17,398 – $26,118

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Starkville, MS

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Tupelo, MS

UnscoredLimited · 5
$21,08465,615 mi

Comparison: 5 similar vehicles

Tupelo, MS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Vernon, AL

Fair PriceRobust · 249
$21,80071,550 mi

Market: $16,164 – $26,118

Comparison: 249 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Vernon, AL

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Starkville, MS

UnscoredLimited · 5
$21,83763,799 mi

Comparison: 5 similar vehicles

Starkville, MS

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Calhoun City, MS

Fair PriceModerate · 32
$21,92572,302 mi

Market: $20,000 – $27,349

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Calhoun City, MS

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

Saltillo, MS

Fair PriceRobust · 114
$21,998101,807 mi

Market: $10,000 – $46,995

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Saltillo, MS

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Starkville, MS

Fair PriceModerate · 31
$22,48265,279 mi

Market: $20,000 – $27,995

Comparison: 31 similar vehicles

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

Starkville, MS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Tupelo, MS

UnscoredLimited · 6
$22,58498,549 mi

Comparison: 6 similar vehicles

Tupelo, MS

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

Columbus, MS

Fair PriceRobust · 118
$22,694101,664 mi

Market: $10,000 – $46,995

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Columbus, MS

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Vernon, AL

UnscoredLimited · 6
$22,80071,135 mi

Comparison: 6 similar vehicles

Vernon, AL

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Starkville, MS

UnscoredInsufficient · 4
$23,06171,264 mi

Comparison: 4 similar vehicles

Starkville, MS

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Columbus, MS

UnscoredLimited · 5
$23,72567,659 mi

Comparison: 5 similar vehicles

Columbus, MS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Louisville, MS

Fair PriceRobust · 164
$24,99563,716 mi

Market: $17,398 – $25,388

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 262 days listed (based on current market benchmarks)

Louisville, MS

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Fayette, AL

Fair PriceRobust · 719
$25,77062,483 mi

Market: $17,920 – $29,598

Comparison: 719 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Fayette, AL

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

West Point, MS

Fair PriceModerate · 27
$26,314101,136 mi

Market: $20,000 – $27,349

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 307 days listed (based on current market benchmarks)

West Point, MS

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

Columbus, MS

UnscoredInsufficient · 0
$26,68031,334 mi

Columbus, MS

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

West Point, MS

OverpricedModerate · 27
$27,34972,511 mi

Market: $20,000 – $26,314

Comparison: 27 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

West Point, MS

2022 Kia Carnival SX

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

2022 Kia Carnival SX

Starkville, MS

Fair PriceLimited · 16
$27,39966,174 mi

Market: $21,455 – $28,442

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Starkville, MS

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Starkville, MS

UnscoredInsufficient · 0
$27,76830,251 mi

Starkville, MS

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Louisville, MS

OverpricedModerate · 21
$27,99569,787 mi

Market: $20,000 – $27,349

Comparison: 21 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Louisville, MS

2024 Honda Odyssey EX-L

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

2024 Honda Odyssey EX-L

Starkville, MS

UnscoredLimited · 8
$28,99781,877 mi

Comparison: 8 similar vehicles

Starkville, MS

2021 Honda Odyssey EX-L

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

2021 Honda Odyssey EX-L

Tupelo, MS

Fair PriceModerate · 31
$29,90063,823 mi

Market: $21,990 – $30,240

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Tupelo, MS

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

Tupelo, MS

OverpricedLimited · 16
$29,900117,013 mi

Market: $5,800 – $12,500

Comparison: 16 similar vehicles

Priced ~139% above the typical market range for similar vehicles (based on current market benchmarks)

Tupelo, MS

2011 Toyota Sienna SE

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

2011 Toyota Sienna SE

Tupelo, MS

UnscoredInsufficient · 0
$29,90080,119 mi

Tupelo, MS

2025 Kia Carnival LXS

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

2025 Kia Carnival LXS

Starkville, MS

Fair PriceLimited · 17
$31,98738,463 mi

Market: $27,696 – $32,114

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Starkville, MS

2025 Honda Odyssey EX-L

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

2025 Honda Odyssey EX-L

Columbus, MS

Fair PriceModerate · 32
$33,40654,515 mi

Market: $32,981 – $38,561

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Columbus, MS

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Houston, MS

UnscoredInsufficient · 0
$34,10029,559 mi

Houston, MS

2024 Kia Carnival EX

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

2024 Kia Carnival EX

Starkville, MS

UnscoredInsufficient · 0
$34,58734,897 mi

Starkville, MS

2024 Kia Carnival SX

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

2024 Kia Carnival SX

Starkville, MS

UnscoredInsufficient · 0
$35,98737,716 mi

Starkville, MS

2025 Honda Odyssey EX-L

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

2025 Honda Odyssey EX-L

Starkville, MS

UnscoredInsufficient · 0
$35,99526,110 mi

Starkville, MS

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Calhoun City, MS

UnscoredLimited · 5
$37,07527,485 mi

Comparison: 5 similar vehicles

Calhoun City, MS

2025 Honda Odyssey Sport L

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

2025 Honda Odyssey Sport L

West Point, MS

Fair PriceLimited · 19
$37,59723,814 mi

Market: $29,900 – $38,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

West Point, MS

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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