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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

75 listings found

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Fort Smith, AR

UnscoredInsufficient · 4
$2,500260,068 mi

Comparison: 4 similar vehicles

Fort Smith, AR

2007 Buick Terraza CXL

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

2007 Buick Terraza CXL

Van Buren, AR

UnscoredInsufficient · 0
$3,995202,000 mi

Van Buren, AR

2006 Honda Odyssey Touring

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

2006 Honda Odyssey Touring

Fort Smith, AR

UnscoredInsufficient · 4
$3,995152,180 mi

Comparison: 4 similar vehicles

Fort Smith, AR

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Fort Smith, AR

UnscoredLimited · 8
$3,995149,463 mi

Comparison: 8 similar vehicles

Fort Smith, AR

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Fort Smith, AR

UnscoredInsufficient · 0
$4,995227,004 mi

Fort Smith, AR

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

Van Buren, AR

UnscoredInsufficient · 3
$5,800284,000 mi

Comparison: 3 similar vehicles

Van Buren, AR

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Fort Smith, AR

UnscoredInsufficient · 3
$5,940162,128 mi

Comparison: 3 similar vehicles

Fort Smith, AR

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Van Buren, AR

UnscoredLimited · 7
$8,900113,000 mi

Comparison: 7 similar vehicles

Van Buren, AR

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Fort Smith, AR

UnscoredLimited · 13
$8,995184,507 mi

Comparison: 13 similar vehicles

Fort Smith, AR

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Roland, OK

UnscoredInsufficient · 0
$9,950199,867 mi

Roland, 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

Greenwood, AR

UnscoredInsufficient · 3
$9,995136,748 mi

Comparison: 3 similar vehicles

Greenwood, AR

No Photo

2015 Nissan Quest SV

Fort Smith, AR

UnscoredInsufficient · 0
$10,999125,243 mi

Fort Smith, AR

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

Fort Smith, AR

Fair PriceRobust · 52
$11,450101,879 mi

Market: $6,999 – $16,577

Comparison: 52 similar vehicles

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

Fort Smith, AR

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Van Buren, AR

UnscoredInsufficient · 0
$11,99558,325 mi

Van Buren, AR

2021 Kia Sedona LX

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

2021 Kia Sedona LX

Fort Smith, AR

UnscoredInsufficient · 0
$12,004190,600 mi

Fort Smith, AR

2013 Toyota Sienna L

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

2013 Toyota Sienna L

Van Buren, AR

UnscoredInsufficient · 0
$12,900152,000 mi

Van Buren, AR

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Poteau, OK

UnscoredInsufficient · 3
$14,155149,167 mi

Comparison: 3 similar vehicles

Poteau, OK

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

Fort Smith, AR

UnscoredModerate · 20
$14,999152,607 mi

Comparison: 20 similar vehicles

Fort Smith, AR

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

Van Buren, AR

OverpricedModerate · 48
$16,57767,830 mi

Market: $6,999 – $15,984

Comparison: 48 similar vehicles

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

Van Buren, AR

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Fort Smith, AR

Fair PriceModerate · 43
$19,99971,793 mi

Market: $15,498 – $23,995

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 265 days listed (based on current market benchmarks)

Fort Smith, AR

2019 Honda Odyssey Touring

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

2019 Honda Odyssey Touring

Roland, OK

UnscoredLimited · 8
$20,287122,288 mi

Comparison: 8 similar vehicles

Roland, OK

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

Fort Smith, AR

UnscoredLimited · 14
$20,84273,415 mi

Comparison: 14 similar vehicles

Fort Smith, AR

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

Fort Smith, AR

Fair PriceLimited · 14
$21,49982,205 mi

Market: $20,842 – $23,123

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Fort Smith, AR

2021 Honda Odyssey EX

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

2021 Honda Odyssey EX

Fort Smith, AR

UnscoredInsufficient · 0
$21,99394,648 mi

Fort Smith, AR

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

Sallisaw, OK

UnscoredInsufficient · 3
$21,995108,090 mi

Comparison: 3 similar vehicles

Sallisaw, 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

Fort Smith, AR

Fair PriceModerate · 35
$21,99946,516 mi

Market: $21,490 – $25,590

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Fort Smith, AR

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Sallisaw, OK

UnscoredLimited · 5
$22,73774,009 mi

Comparison: 5 similar vehicles

Sallisaw, OK

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

Poteau, OK

Fair PriceLimited · 14
$22,91268,383 mi

Market: $20,842 – $23,123

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Poteau, OK

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Sallisaw, OK

Fair PriceModerate · 40
$23,13774,175 mi

Market: $18,283 – $26,995

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Sallisaw, 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

Fort Smith, AR

Fair PriceRobust · 59
$24,00050,889 mi

Market: $20,298 – $30,995

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Fort Smith, AR

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

Sallisaw, OK

Fair PriceLimited · 19
$24,13775,242 mi

Market: $20,828 – $27,995

Comparison: 19 similar vehicles

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

Sallisaw, OK

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Fort Smith, AR

UnscoredLimited · 9
$24,80973,169 mi

Comparison: 9 similar vehicles

Fort Smith, AR

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

Poteau, OK

Fair PriceLimited · 19
$24,83162,533 mi

Market: $20,828 – $27,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Poteau, OK

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Ozark, AR

UnscoredLimited · 7
$24,9958,085 mi

Comparison: 7 similar vehicles

Ozark, AR

2020 Toyota Sienna XLE

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

2020 Toyota Sienna XLE

Fort Smith, AR

UnscoredLimited · 10
$25,900148,649 mi

Comparison: 10 similar vehicles

Fort Smith, AR

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Sallisaw, OK

OverpricedLimited · 10
$26,99572,959 mi

Market: $22,384 – $24,177

Comparison: 10 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Sallisaw, 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

Fort Smith, AR

OverpricedLimited · 18
$27,12466,297 mi

Market: $20,828 – $24,831

Comparison: 18 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Smith, AR

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Sallisaw, OK

UnscoredInsufficient · 0
$28,13729,937 mi

Sallisaw, OK

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Stigler, OK

UnscoredLimited · 8
$28,90019,214 mi

Comparison: 8 similar vehicles

Stigler, OK

2023 Kia Carnival EX

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

2023 Kia Carnival EX

Fort Smith, AR

UnscoredLimited · 5
$29,12486,841 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2025 Kia Carnival LXS

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

2025 Kia Carnival LXS

Van Buren, AR

UnscoredInsufficient · 0
$29,49550,359 mi

Van Buren, AR

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

Fort Smith, AR

OverpricedRobust · 59
$30,12458,497 mi

Market: $20,298 – $26,700

Comparison: 59 similar vehicles

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

Fort Smith, AR

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

Stigler, OK

Fair PriceModerate · 21
$30,90032,691 mi

Market: $25,999 – $34,499

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Stigler, OK

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Fort Smith, AR

Fair PriceModerate · 48
$30,95442,861 mi

Market: $27,971 – $36,995

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Fort Smith, AR

2021 Toyota Sienna XLE

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

2021 Toyota Sienna XLE

Fort Smith, AR

UnscoredInsufficient · 3
$33,00096,929 mi

Comparison: 3 similar vehicles

Fort Smith, AR

2023 Honda Odyssey Touring

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

2023 Honda Odyssey Touring

Fort Smith, AR

UnscoredLimited · 7
$33,71970,011 mi

Comparison: 7 similar vehicles

Fort Smith, AR

2022 Honda Odyssey Touring

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

2022 Honda Odyssey Touring

Fort Smith, AR

UnscoredLimited · 8
$33,82264,501 mi

Comparison: 8 similar vehicles

Fort Smith, AR

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

Fort Smith, AR

Fair PriceModerate · 46
$34,89956,443 mi

Market: $31,298 – $38,888

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Fort Smith, AR

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Fort Smith, AR

UnscoredLimited · 5
$37,1296,000 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Sallisaw, OK

Fair PriceRobust · 149
$38,384Mileage not verified

Market: $34,670 – $93,400

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Sallisaw, 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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