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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

179 listings found

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Magnolia, TX

UnscoredLimited · 8
$4,200173,890 mi

Comparison: 8 similar vehicles

Magnolia, TX

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Bryan, TX

UnscoredInsufficient · 3
$5,500151,277 mi

Comparison: 3 similar vehicles

Bryan, 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

Conroe, TX

UnscoredLimited · 5
$7,299181,464 mi

Comparison: 5 similar vehicles

Conroe, TX

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Willis, TX

UnscoredInsufficient · 4
$8,500175,654 mi

Comparison: 4 similar vehicles

Willis, TX

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Conroe, TX

UnscoredLimited · 6
$8,723186,714 mi

Comparison: 6 similar vehicles

Conroe, TX

2017 Honda Odyssey SE

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

2017 Honda Odyssey SE

Bryan, TX

UnscoredInsufficient · 3
$8,800169,180 mi

Comparison: 3 similar vehicles

Bryan, TX

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Willis, TX

UnscoredModerate · 36
$8,900155,216 mi

Comparison: 36 similar vehicles

Willis, TX

2014 Honda Odyssey Touring Elite

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

2014 Honda Odyssey Touring Elite

College Station, TX

UnscoredInsufficient · 0
$9,225155,723 mi

College Station, 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

Huntsville, TX

UnscoredModerate · 23
$9,488128,330 mi

Comparison: 23 similar vehicles

Huntsville, TX

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Willis, TX

UnscoredLimited · 15
$9,500147,814 mi

Comparison: 15 similar vehicles

Willis, TX

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Bryan, TX

UnscoredModerate · 34
$9,700128,073 mi

Comparison: 34 similar vehicles

Bryan, TX

2012 Nissan Quest S

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

2012 Nissan Quest S

Conroe, TX

UnscoredInsufficient · 0
$11,988106,631 mi

Conroe, TX

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Conroe, TX

UnscoredInsufficient · 3
$11,995124,789 mi

Comparison: 3 similar vehicles

Conroe, TX

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Conroe, TX

Fair PriceLimited · 14
$12,995117,192 mi

Market: $4,595 – $27,500

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Conroe, TX

2015 Honda Odyssey Touring Elite

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

2015 Honda Odyssey Touring Elite

College Station, TX

UnscoredLimited · 8
$13,725108,306 mi

Comparison: 8 similar vehicles

College Station, 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

Willis, TX

UnscoredLimited · 7
$13,90079,952 mi

Comparison: 7 similar vehicles

Willis, TX

2015 Toyota Sienna XLE Premium

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

2015 Toyota Sienna XLE Premium

Magnolia, TX

UnscoredLimited · 14
$13,995151,745 mi

Comparison: 14 similar vehicles

Magnolia, 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

Bryan, TX

Fair PriceRobust · 240
$15,99181,027 mi

Market: $15,665 – $88,866

Comparison: 240 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Bryan, TX

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Livingston, TX

Fair PriceModerate · 25
$15,99978,310 mi

Market: $8,500 – $20,220

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Livingston, TX

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Huntsville, TX

Fair PriceModerate · 29
$16,99968,183 mi

Market: $8,900 – $19,645

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Huntsville, 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

Conroe, TX

Fair PriceRobust · 63
$18,93172,565 mi

Market: $17,780 – $22,824

Comparison: 63 similar vehicles

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

Conroe, TX

2018 Honda Odyssey Elite

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

2018 Honda Odyssey Elite

Bryan, TX

UnscoredRobust · 51
$19,112127,726 mi

Comparison: 51 similar vehicles

Bryan, TX

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Bryan, TX

Fair PriceRobust · 126
$19,29781,515 mi

Market: $13,752 – $61,000

Comparison: 126 similar vehicles

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

Bryan, 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

Huntsville, TX

OverpricedLimited · 10
$19,98568,019 mi

Market: $18,005 – $19,523

Comparison: 10 similar vehicles

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

Huntsville, TX

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Navasota, TX

Fair PriceModerate · 46
$20,21686,026 mi

Market: $16,701 – $27,995

Comparison: 46 similar vehicles

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

Navasota, TX

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Bryan, TX

Fair PriceModerate · 26
$20,34566,130 mi

Market: $16,978 – $24,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Bryan, TX

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

Cleveland, TX

UnscoredLimited · 5
$20,67573,210 mi

Comparison: 5 similar vehicles

Cleveland, 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

College Station, TX

Fair PriceRobust · 122
$20,99898,776 mi

Market: $8,999 – $24,990

Comparison: 122 similar vehicles

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

College Station, 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

Livingston, TX

UnscoredInsufficient · 0
$21,99957,058 mi

Livingston, TX

2019 Honda Odyssey EX

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

2019 Honda Odyssey EX

Conroe, TX

Fair PriceModerate · 40
$22,22372,506 mi

Market: $11,495 – $24,990

Comparison: 40 similar vehicles

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

Conroe, TX

2022 Honda Odyssey Touring

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

2022 Honda Odyssey Touring

Conroe, TX

UnscoredModerate · 31
$23,053132,948 mi

Comparison: 31 similar vehicles

Conroe, 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

Huntsville, TX

Fair PriceModerate · 43
$23,44354,615 mi

Market: $18,799 – $55,984

Comparison: 43 similar vehicles

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

Huntsville, TX

2022 Honda Odyssey EX

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

2022 Honda Odyssey EX

Madisonville, TX

UnscoredLimited · 6
$24,788Mileage not verified

Comparison: 6 similar vehicles

Madisonville, 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

Huntsville, TX

UnscoredInsufficient · 0
$24,99538,129 mi

Huntsville, TX

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Huntsville, TX

Fair PriceModerate · 39
$25,44343,524 mi

Market: $21,741 – $29,974

Comparison: 39 similar vehicles

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

Huntsville, TX

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Navasota, TX

Fair PriceModerate · 29
$25,48345,181 mi

Market: $21,741 – $29,974

Comparison: 29 similar vehicles

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

Navasota, TX

2021 Honda Odyssey Touring

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

2021 Honda Odyssey Touring

College Station, TX

Fair PriceLimited · 16
$25,99899,953 mi

Market: $18,988 – $29,726

Comparison: 16 similar vehicles

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

College Station, TX

2023 Honda Odyssey SPORT

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

2023 Honda Odyssey SPORT

Conroe, TX

Fair PriceLimited · 17
$27,38784,867 mi

Market: $23,975 – $36,884

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Conroe, TX

2020 Toyota Sienna XLE

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

2020 Toyota Sienna XLE

Conroe, TX

Fair PriceLimited · 18
$27,69289,583 mi

Market: $23,999 – $30,125

Comparison: 18 similar vehicles

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

Conroe, TX

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Navasota, TX

UnscoredInsufficient · 3
$27,84550,533 mi

Comparison: 3 similar vehicles

Navasota, TX

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Livingston, TX

Fair PriceRobust · 61
$27,90866,214 mi

Market: $25,220 – $31,725

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Livingston, TX

2022 Kia Carnival LX

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

2022 Kia Carnival LX

Conroe, TX

UnscoredInsufficient · 0
$28,76120,143 mi

Conroe, TX

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Navasota, TX

UnscoredInsufficient · 3
$29,41161,160 mi

Comparison: 3 similar vehicles

Navasota, TX

2024 Kia Carnival EX

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

2024 Kia Carnival EX

Conroe, TX

Fair PriceModerate · 25
$29,87463,373 mi

Market: $28,804 – $31,219

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Conroe, TX

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

Conroe, TX

Fair PriceLimited · 11
$31,12341,699 mi

Market: $26,000 – $34,558

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Conroe, 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

Conroe, TX

Fair PriceLimited · 14
$31,91941,050 mi

Market: $30,898 – $38,795

Comparison: 14 similar vehicles

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

Conroe, TX

2023 Kia Carnival SX Prestige

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

2023 Kia Carnival SX Prestige

Conroe, TX

UnscoredInsufficient · 0
$33,27252,542 mi

Conroe, TX

2023 Toyota Sienna XLE

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

2023 Toyota Sienna XLE

Conroe, TX

Fair PriceLimited · 11
$33,72397,255 mi

Comparison: 11 similar vehicles

Conroe, TX

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

College Station, TX

Fair PriceLimited · 16
$33,99843,981 mi

Market: $26,000 – $34,558

Comparison: 16 similar vehicles

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

College Station, TX

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Conroe, TX

UnscoredLimited · 5
$34,993268 mi

Comparison: 5 similar vehicles

Conroe, 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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