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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 22, 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

40 listings found

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Abilene, TX

UnscoredInsufficient · 3
$6,98596,786 mi

Comparison: 3 similar vehicles

Abilene, TX

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Lawn, TX

UnscoredLimited · 14
$6,995167,300 mi

Comparison: 14 similar vehicles

Lawn, 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

Abilene, TX

UnscoredLimited · 6
$7,900203,872 mi

Comparison: 6 similar vehicles

Abilene, 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

Lawn, TX

UnscoredModerate · 32
$7,995172,519 mi

Comparison: 32 similar vehicles

Lawn, TX

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Eastland, TX

UnscoredInsufficient · 3
$8,995129,121 mi

Comparison: 3 similar vehicles

Eastland, 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

Eastland, TX

UnscoredLimited · 8
$10,995127,365 mi

Comparison: 8 similar vehicles

Eastland, TX

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Eastland, TX

Fair PriceLimited · 13
$10,99589,863 mi

Market: $6,518 – $13,440

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Eastland, TX

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Abilene, TX

Fair PriceRobust · 106
$19,81875,381 mi

Market: $13,752 – $61,000

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Abilene, TX

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

Abilene, TX

Fair PriceLimited · 19
$19,92580,227 mi

Market: $12,127 – $20,990

Comparison: 19 similar vehicles

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

Abilene, 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

Abilene, TX

UnscoredLimited · 5
$20,02578,939 mi

Comparison: 5 similar vehicles

Abilene, TX

2020 Chrysler Pacifica Touring L Plus

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

2020 Chrysler Pacifica Touring L Plus

Abilene, TX

UnscoredLimited · 6
$20,50093,527 mi

Comparison: 6 similar vehicles

Abilene, TX

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

Abilene, TX

UnscoredLimited · 6
$21,45087,064 mi

Comparison: 6 similar vehicles

Abilene, TX

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

Abilene, TX

UnscoredLimited · 6
$21,45086,176 mi

Comparison: 6 similar vehicles

Abilene, 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

Eastland, TX

Fair PriceModerate · 42
$21,47558,149 mi

Market: $19,922 – $25,695

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Eastland, TX

2019 Honda Odyssey Elite

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

2019 Honda Odyssey Elite

Abilene, TX

Fair PriceModerate · 34
$22,995112,498 mi

Market: $16,999 – $30,223

Comparison: 34 similar vehicles

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

Abilene, 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

Abilene, TX

UnscoredLimited · 7
$23,28169,526 mi

Comparison: 7 similar vehicles

Abilene, TX

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Abilene, TX

Fair PriceLimited · 11
$27,15037,067 mi

Market: $24,499 – $37,220

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Abilene, TX

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Abilene, TX

UnscoredInsufficient · 0
$27,92524,126 mi

Abilene, TX

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

Eastland, TX

Fair PriceLimited · 15
$33,32031,196 mi

Market: $33,020 – $37,220

Comparison: 15 similar vehicles

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

Eastland, TX

2026 Kia Carnival LX

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

2026 Kia Carnival LX

Abilene, TX

UnscoredLimited · 6
$38,555Mileage not verified

Comparison: 6 similar vehicles

Abilene, TX

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Abilene, TX

Fair PriceRobust · 192
$43,517Mileage not verified

Market: $38,840 – $51,312

Comparison: 192 similar vehicles

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

Abilene, TX

2027 Kia Carnival EX

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

2027 Kia Carnival EX

Abilene, TX

UnscoredInsufficient · 3
$44,670Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2027 Kia Carnival EX

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

2027 Kia Carnival EX

Abilene, TX

UnscoredInsufficient · 3
$44,810Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2021 Toyota Sienna Limited

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

2021 Toyota Sienna Limited

Abilene, TX

UnscoredInsufficient · 0
$44,99928,684 mi

Abilene, TX

2027 Kia Carnival EX

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

2027 Kia Carnival EX

Abilene, TX

UnscoredInsufficient · 3
$45,335Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2027 Kia Carnival EX

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

2027 Kia Carnival EX

Abilene, TX

UnscoredInsufficient · 3
$45,335Mileage not verified

Comparison: 3 similar vehicles

Abilene, TX

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Abilene, TX

Fair PriceModerate · 32
$45,340Mileage not verified

Market: $42,123 – $58,570

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Abilene, TX

2025 Toyota Sienna XLE

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

2025 Toyota Sienna XLE

Abilene, TX

UnscoredInsufficient · 3
$45,99914,784 mi

Comparison: 3 similar vehicles

Abilene, TX

2026 Kia Carnival EX

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

2026 Kia Carnival EX

Abilene, TX

Fair PriceRobust · 228
$46,540211 mi

Market: $38,552 – $47,895

Comparison: 228 similar vehicles

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

Abilene, TX

2026 Kia Carnival EX

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

2026 Kia Carnival EX

Abilene, TX

OverpricedRobust · 226
$47,670Mileage not verified

Market: $38,552 – $46,994

Comparison: 226 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Abilene, TX

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Abilene, TX

Fair PriceModerate · 44
$48,9992,639 mi

Market: $46,491 – $88,866

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Abilene, TX

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Eastland, TX

Fair PriceRobust · 145
$49,532Mileage not verified

Market: $44,900 – $57,495

Comparison: 145 similar vehicles

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

Eastland, TX

2027 Kia Carnival SX

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

2027 Kia Carnival SX

Abilene, TX

Fair PriceRobust · 171
$50,730Mileage not verified

Market: $46,718 – $54,458

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Abilene, TX

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Abilene, TX

UnscoredInsufficient · 4
$50,810Mileage not verified

Comparison: 4 similar vehicles

Abilene, TX

2027 Kia Carnival SX

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

2027 Kia Carnival SX

Abilene, TX

Fair PriceRobust · 171
$51,015Mileage not verified

Market: $46,718 – $54,458

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Abilene, TX

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Abilene, TX

UnscoredInsufficient · 4
$51,330Mileage not verified

Comparison: 4 similar vehicles

Abilene, TX

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Abilene, TX

UnscoredInsufficient · 4
$53,755Mileage not verified

Comparison: 4 similar vehicles

Abilene, TX

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Abilene, TX

Fair PriceRobust · 68
$57,638Mileage not verified

Market: $52,695 – $58,238

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Abilene, TX

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Abilene, TX

UnscoredInsufficient · 4
$58,385Mileage not verified

Comparison: 4 similar vehicles

Abilene, TX

2026 Toyota Sienna Platinum

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

2026 Toyota Sienna Platinum

Abilene, TX

Fair PriceRobust · 85
$65,582Mileage not verified

Market: $59,724 – $68,000

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Abilene, 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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