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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 21, 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

149 listings found

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Bakersfield, CA

UnscoredInsufficient · 4
$3,991247,481 mi

Comparison: 4 similar vehicles

Bakersfield, CA

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Bakersfield, CA

UnscoredLimited · 5
$4,500131,644 mi

Comparison: 5 similar vehicles

Bakersfield, CA

2008 Honda Odyssey LX

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

2008 Honda Odyssey LX

Bakersfield, CA

UnscoredInsufficient · 0
$6,999146,582 mi

Bakersfield, CA

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

Bakersfield, CA

UnscoredLimited · 7
$7,877163,205 mi

Comparison: 7 similar vehicles

Bakersfield, CA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Bakersfield, CA

UnscoredLimited · 15
$7,877190,388 mi

Comparison: 15 similar vehicles

Bakersfield, CA

2001 Toyota Sienna LE

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

2001 Toyota Sienna LE

Bakersfield, CA

UnscoredInsufficient · 0
$8,080114,715 mi

Bakersfield, CA

2015 Nissan Quest SV

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

2015 Nissan Quest SV

Bakersfield, CA

UnscoredInsufficient · 0
$8,167181,859 mi

Bakersfield, CA

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Bakersfield, CA

UnscoredLimited · 8
$8,499181,800 mi

Comparison: 8 similar vehicles

Bakersfield, CA

2013 Honda Odyssey Touring

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

2013 Honda Odyssey Touring

Bakersfield, CA

UnscoredInsufficient · 3
$8,721189,675 mi

Comparison: 3 similar vehicles

Bakersfield, CA

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Bakersfield, CA

UnscoredLimited · 15
$8,777155,043 mi

Comparison: 15 similar vehicles

Bakersfield, CA

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Taft, CA

UnscoredLimited · 14
$8,899174,806 mi

Comparison: 14 similar vehicles

Taft, CA

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

Bakersfield, CA

UnscoredLimited · 15
$8,995161,965 mi

Comparison: 15 similar vehicles

Bakersfield, CA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Bakersfield, CA

UnscoredLimited · 17
$8,999132,300 mi

Comparison: 17 similar vehicles

Bakersfield, CA

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Taft, CA

UnscoredLimited · 6
$8,999119,231 mi

Comparison: 6 similar vehicles

Taft, CA

No Photo

2005 Toyota Sienna XLE

Lamont, CA

UnscoredInsufficient · 3
$8,999129,249 mi

Comparison: 3 similar vehicles

Lamont, CA

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Bakersfield, CA

UnscoredInsufficient · 0
$9,830120,982 mi

Bakersfield, CA

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Bakersfield, CA

UnscoredInsufficient · 3
$9,999144,913 mi

Comparison: 3 similar vehicles

Bakersfield, CA

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Bakersfield, CA

UnscoredInsufficient · 3
$9,999148,509 mi

Comparison: 3 similar vehicles

Bakersfield, CA

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

Bakersfield, CA

UnscoredRobust · 64
$10,899157,350 mi

Comparison: 64 similar vehicles

Bakersfield, CA

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Bakersfield, CA

UnscoredLimited · 15
$10,899168,652 mi

Comparison: 15 similar vehicles

Bakersfield, CA

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Bakersfield, CA

UnscoredLimited · 8
$10,995103,604 mi

Comparison: 8 similar vehicles

Bakersfield, CA

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

Bakersfield, CA

UnscoredRobust · 52
$11,158152,213 mi

Comparison: 52 similar vehicles

Bakersfield, CA

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

Taft, CA

Fair PriceModerate · 35
$11,900107,454 mi

Market: $5,295 – $26,950

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Taft, CA

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Bakersfield, CA

UnscoredRobust · 57
$11,999130,264 mi

Comparison: 57 similar vehicles

Bakersfield, CA

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Bakersfield, CA

UnscoredModerate · 25
$11,999167,282 mi

Comparison: 25 similar vehicles

Bakersfield, CA

2016 Honda Odyssey Touring

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

2016 Honda Odyssey Touring

Taft, CA

UnscoredInsufficient · 0
$12,399183,044 mi

Taft, CA

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

Bakersfield, CA

Fair PriceModerate · 33
$12,500105,021 mi

Market: $6,995 – $30,080

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 256 days listed (based on current market benchmarks)

Bakersfield, CA

2016 Toyota Sienna LE

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

2016 Toyota Sienna LE

Taft, CA

UnscoredLimited · 9
$12,899160,613 mi

Comparison: 9 similar vehicles

Taft, CA

2021 Chrysler Voyager LXI

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

2021 Chrysler Voyager LXI

Bakersfield, CA

Fair PriceLimited · 13
$12,922101,527 mi

Market: $11,799 – $17,153

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Bakersfield, CA

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Bakersfield, CA

Fair PriceLimited · 16
$12,998100,449 mi

Market: $7,700 – $17,495

Comparison: 16 similar vehicles

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

Bakersfield, CA

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Bakersfield, CA

UnscoredLimited · 17
$13,899140,441 mi

Comparison: 17 similar vehicles

Bakersfield, CA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Bakersfield, CA

UnscoredModerate · 28
$13,999157,419 mi

Comparison: 28 similar vehicles

Bakersfield, CA

2014 Toyota Sienna SE

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

2014 Toyota Sienna SE

Bakersfield, CA

Fair PriceLimited · 16
$13,999106,197 mi

Market: $10,888 – $20,307

Comparison: 16 similar vehicles

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

Bakersfield, CA

2020 Dodge Grand Caravan GT

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

2020 Dodge Grand Caravan GT

Bakersfield, CA

UnscoredLimited · 6
$14,080112,816 mi

Comparison: 6 similar vehicles

Bakersfield, CA

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Bakersfield, CA

Fair PriceLimited · 13
$16,99966,067 mi

Market: $6,999 – $32,700

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 495 days listed (based on current market benchmarks)

Bakersfield, CA

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

Bakersfield, CA

Fair PriceRobust · 80
$17,49999,129 mi

Market: $12,888 – $28,995

Comparison: 80 similar vehicles

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

Bakersfield, CA

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Bakersfield, CA

Fair PriceModerate · 26
$17,89184,609 mi

Market: $12,995 – $19,688

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 246 days listed (based on current market benchmarks)

Bakersfield, CA

2015 Honda Odyssey Touring

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

2015 Honda Odyssey Touring

Bakersfield, CA

Fair PriceLimited · 18
$17,998100,240 mi

Market: $13,599 – $20,022

Comparison: 18 similar vehicles

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

Bakersfield, CA

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

Bakersfield, CA

Fair PriceModerate · 36
$18,08072,220 mi

Market: $10,499 – $21,998

Comparison: 36 similar vehicles

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

Bakersfield, CA

2017 Toyota Sienna L

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

2017 Toyota Sienna L

Bakersfield, CA

UnscoredLimited · 8
$18,162153,687 mi

Comparison: 8 similar vehicles

Bakersfield, CA

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

Bakersfield, CA

Fair PriceRobust · 76
$18,51489,025 mi

Market: $9,949 – $27,900

Comparison: 76 similar vehicles

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

Bakersfield, CA

2017 Toyota Sienna Limited

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

2017 Toyota Sienna Limited

Bakersfield, CA

UnscoredInsufficient · 3
$19,999157,645 mi

Comparison: 3 similar vehicles

Bakersfield, CA

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

Bakersfield, CA

Fair PriceRobust · 152
$20,99762,800 mi

Market: $15,999 – $88,866

Comparison: 152 similar vehicles

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

Bakersfield, CA

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Bakersfield, CA

UnscoredInsufficient · 0
$20,99834,704 mi

Bakersfield, CA

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

Delano, CA

Fair PriceRobust · 146
$21,16262,366 mi

Market: $15,999 – $88,866

Comparison: 146 similar vehicles

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

Delano, CA

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

Bakersfield, CA

Fair PriceRobust · 175
$21,16767,402 mi

Market: $16,584 – $37,995

Comparison: 175 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bakersfield, CA

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

Delano, CA

Fair PriceModerate · 37
$21,17082,560 mi

Market: $17,990 – $27,113

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Delano, CA

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

Bakersfield, CA

Fair PriceRobust · 55
$21,61757,621 mi

Market: $19,599 – $30,404

Comparison: 55 similar vehicles

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

Bakersfield, CA

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Bakersfield, CA

Fair PriceModerate · 37
$21,99758,437 mi

Market: $18,999 – $27,117

Comparison: 37 similar vehicles

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

Bakersfield, CA

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

Bakersfield, CA

Fair PriceRobust · 85
$21,99896,915 mi

Market: $13,325 – $38,805

Comparison: 85 similar vehicles

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

Bakersfield, CA

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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