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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

99 listings found

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

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

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

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 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

Pauls Valley, OK

UnscoredInsufficient · 4
$10,995120,395 mi

Comparison: 4 similar vehicles

Pauls Valley, OK

2020 Chrysler Voyager L

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

2020 Chrysler Voyager L

Pauls Valley, OK

UnscoredInsufficient · 0
$11,703120,050 mi

Pauls Valley, OK

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

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

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

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

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

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Durant, OK

UnscoredLimited · 5
$18,82272,690 mi

Comparison: 5 similar vehicles

Durant, OK

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
$18,94960,379 mi

Comparison: 6 similar vehicles

Madill, OK

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

Sherman, TX

Fair PriceModerate · 40
$19,36361,191 mi

Market: $18,220 – $22,783

Comparison: 40 similar vehicles

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

Sherman, TX

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

Whitesboro, TX

Fair PriceModerate · 42
$19,62565,859 mi

Market: $18,220 – $22,783

Comparison: 42 similar vehicles

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

Whitesboro, TX

2023 Chrysler Pacifica Touring

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

2023 Chrysler Pacifica Touring

Pauls Valley, OK

Fair PriceLimited · 11
$19,70385,243 mi

Market: $16,672 – $20,202

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Pauls Valley, OK

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

Ardmore, OK

Fair PriceLimited · 10
$19,81080,926 mi

Market: $19,625 – $21,625

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ardmore, OK

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

Denison, TX

Fair PriceModerate · 37
$19,94767,661 mi

Market: $18,220 – $22,783

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Denison, 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

Muenster, TX

Fair PriceRobust · 104
$19,994100,082 mi

Market: $13,995 – $26,220

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Muenster, TX

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

Ardmore, OK

Fair PriceLimited · 10
$20,39077,089 mi

Market: $19,625 – $21,625

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ardmore, OK

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Pauls Valley, OK

Fair PriceModerate · 39
$20,48681,203 mi

Market: $16,701 – $27,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Pauls Valley, OK

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

Ardmore, OK

Fair PriceRobust · 79
$20,81079,483 mi

Market: $16,995 – $29,484

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ardmore, OK

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Sherman, TX

Fair PriceModerate · 20
$21,16650,769 mi

Market: $17,990 – $22,590

Comparison: 20 similar vehicles

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

Sherman, TX

2023 Chrysler Pacifica Touring

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

2023 Chrysler Pacifica Touring

Denison, TX

UnscoredInsufficient · 0
$21,22455,915 mi

Denison, TX

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

Pauls Valley, OK

UnscoredInsufficient · 4
$21,38462,726 mi

Comparison: 4 similar vehicles

Pauls Valley, OK

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Pauls Valley, OK

UnscoredInsufficient · 4
$21,60362,988 mi

Comparison: 4 similar vehicles

Pauls Valley, OK

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

Denison, TX

Fair PriceModerate · 38
$21,79064,438 mi

Market: $18,220 – $22,783

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Denison, TX

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

Pauls Valley, OK

Fair PriceModerate · 48
$22,08853,120 mi

Market: $19,922 – $30,995

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Pauls Valley, OK

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Sherman, TX

UnscoredLimited · 8
$22,22037,819 mi

Comparison: 8 similar vehicles

Sherman, TX

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Ardmore, OK

UnscoredLimited · 9
$22,39070,161 mi

Comparison: 9 similar vehicles

Ardmore, OK

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Ardmore, OK

UnscoredLimited · 9
$22,39071,206 mi

Comparison: 9 similar vehicles

Ardmore, OK

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Ardmore, OK

UnscoredLimited · 9
$22,39074,476 mi

Comparison: 9 similar vehicles

Ardmore, OK

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Ardmore, OK

UnscoredLimited · 9
$22,39075,010 mi

Comparison: 9 similar vehicles

Ardmore, OK

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

Denison, TX

Fair PriceLimited · 10
$23,12095,217 mi

Market: $21,223 – $26,220

Comparison: 10 similar vehicles

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

Denison, TX

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

Denison, TX

Fair PriceRobust · 53
$23,49057,862 mi

Market: $19,922 – $30,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Denison, TX

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Sherman, TX

Fair PriceRobust · 51
$24,20150,415 mi

Market: $20,787 – $32,585

Comparison: 51 similar vehicles

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

Sherman, TX

2022 Honda Odyssey Touring

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

2022 Honda Odyssey Touring

Sherman, TX

UnscoredLimited · 7
$25,44478,094 mi

Comparison: 7 similar vehicles

Sherman, 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

Sherman, TX

OverpricedLimited · 11
$26,22067,216 mi

Market: $21,223 – $23,120

Comparison: 11 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Sherman, TX

2024 Kia Carnival LX Seat Pkg

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

2024 Kia Carnival LX Seat Pkg

Sherman, TX

Fair PriceLimited · 14
$26,39165,505 mi

Market: $21,321 – $33,080

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sherman, TX

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Sherman, TX

UnscoredLimited · 8
$26,74030,827 mi

Comparison: 8 similar vehicles

Sherman, TX

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Ardmore, OK

UnscoredLimited · 9
$28,99116,229 mi

Comparison: 9 similar vehicles

Ardmore, OK

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Madill, OK

Fair PriceRobust · 51
$29,94438,790 mi

Market: $28,599 – $38,989

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Madill, OK

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

Whitesboro, TX

UnscoredLimited · 15
$30,95355,739 mi

Comparison: 15 similar vehicles

Whitesboro, TX

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Pauls Valley, OK

UnscoredInsufficient · 3
$31,07154,829 mi

Comparison: 3 similar vehicles

Pauls Valley, OK

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Ardmore, OK

Fair PriceRobust · 122
$36,7297,908 mi

Market: $34,788 – $93,400

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 254 days listed (based on current market benchmarks)

Ardmore, OK

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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