Skip to main content
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

436 listings found

2002 Mazda MPV LX

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

2002 Mazda MPV LX

Roseville, CA

UnscoredInsufficient · 0
$2,995196,389 mi

Roseville, CA

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Roseville, CA

UnscoredLimited · 6
$3,450222,910 mi

Comparison: 6 similar vehicles

Roseville, CA

2009 Mazda MAZDA5 Sport

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

2009 Mazda MAZDA5 Sport

Rio Linda, CA

UnscoredInsufficient · 0
$3,600190,000 mi

Rio Linda, CA

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

Rio Linda, CA

UnscoredLimited · 6
$3,800214,214 mi

Comparison: 6 similar vehicles

Rio Linda, CA

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Roseville, CA

UnscoredLimited · 6
$3,995212,490 mi

Comparison: 6 similar vehicles

Roseville, CA

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Grass Valley, CA

UnscoredLimited · 6
$4,165267,654 mi

Comparison: 6 similar vehicles

Grass Valley, CA

2013 Honda Odyssey EX

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

2013 Honda Odyssey EX

Rio Linda, CA

UnscoredInsufficient · 0
$4,800200,000 mi

Rio Linda, CA

2010 Toyota Sienna Limited

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

2010 Toyota Sienna Limited

Roseville, CA

UnscoredInsufficient · 0
$4,995217,873 mi

Roseville, CA

2006 Toyota Sienna XLE Limited

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

2006 Toyota Sienna XLE Limited

Roseville, CA

UnscoredInsufficient · 0
$4,995191,497 mi

Roseville, CA

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Grass Valley, CA

Salvage title
$4,999159,483 mi

Grass Valley, CA

2012 Nissan Quest S

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

2012 Nissan Quest S

Rio Linda, CA

UnscoredInsufficient · 0
$5,900170,000 mi

Rio Linda, CA

2000 Honda Odyssey EX

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

2000 Honda Odyssey EX

Roseville, CA

UnscoredInsufficient · 0
$5,995128,520 mi

Roseville, CA

2007 Kia Sedona LX

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

2007 Kia Sedona LX

Rocklin, CA

UnscoredInsufficient · 0
$6,16190,723 mi

Rocklin, CA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Yuba City, CA

UnscoredInsufficient · 3
$6,450136,848 mi

Comparison: 3 similar vehicles

Yuba City, CA

No Photo

2002 Toyota Sienna LE

Roseville, CA

UnscoredInsufficient · 0
$6,616126,997 mi

Roseville, CA

2006 Chrysler Pacifica Touring

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

2006 Chrysler Pacifica Touring

Roseville, CA

UnscoredInsufficient · 0
$6,99587,151 mi

Roseville, CA

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Chico, CA

UnscoredInsufficient · 0
$7,115163,787 mi

Chico, CA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Roseville, CA

UnscoredInsufficient · 3
$7,49595,095 mi

Comparison: 3 similar vehicles

Roseville, CA

2007 Honda Odyssey Touring

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

2007 Honda Odyssey Touring

Roseville, CA

UnscoredInsufficient · 0
$7,500105,485 mi

Roseville, CA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Roseville, CA

UnscoredInsufficient · 3
$7,999141,405 mi

Comparison: 3 similar vehicles

Roseville, CA

2002 Toyota Sienna CE

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

2002 Toyota Sienna CE

Roseville, CA

UnscoredInsufficient · 0
$8,11687,060 mi

Roseville, CA

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

Roseville, CA

UnscoredLimited · 9
$8,495126,150 mi

Comparison: 9 similar vehicles

Roseville, CA

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

Roseville, CA

UnscoredInsufficient · 0
$8,765133,812 mi

Roseville, CA

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Roseville, CA

UnscoredInsufficient · 3
$8,995123,915 mi

Comparison: 3 similar vehicles

Roseville, CA

2004 Toyota Sienna XLE Limited

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

2004 Toyota Sienna XLE Limited

Roseville, CA

UnscoredInsufficient · 0
$8,995181,842 mi

Roseville, CA

2013 Nissan Quest S

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

2013 Nissan Quest S

Auburn, CA

UnscoredInsufficient · 0
$9,179119,667 mi

Auburn, 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

Chico, CA

UnscoredLimited · 5
$9,995135,914 mi

Comparison: 5 similar vehicles

Chico, CA

2003 Volkswagen Eurovan MV

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

2003 Volkswagen Eurovan MV

Roseville, CA

UnscoredInsufficient · 4
$10,066223,496 mi

Comparison: 4 similar vehicles

Roseville, CA

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Roseville, CA

UnscoredInsufficient · 0
$10,127111,862 mi

Roseville, CA

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

Rocklin, CA

UnscoredInsufficient · 4
$11,060197,189 mi

Comparison: 4 similar vehicles

Rocklin, CA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Chico, CA

UnscoredLimited · 13
$11,975187,566 mi

Comparison: 13 similar vehicles

Chico, CA

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

Roseville, CA

UnscoredLimited · 6
$12,500139,997 mi

Comparison: 6 similar vehicles

Roseville, CA

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Roseville, CA

UnscoredLimited · 5
$12,584118,748 mi

Comparison: 5 similar vehicles

Roseville, CA

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Woodland, CA

UnscoredLimited · 7
$12,604104,532 mi

Comparison: 7 similar vehicles

Woodland, CA

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

Roseville, CA

UnscoredLimited · 6
$12,799144,602 mi

Comparison: 6 similar vehicles

Roseville, CA

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

Roseville, CA

UnscoredInsufficient · 4
$12,900150,344 mi

Comparison: 4 similar vehicles

Roseville, 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

Roseville, CA

UnscoredInsufficient · 3
$12,95579,457 mi

Comparison: 3 similar vehicles

Roseville, 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

Roseville, CA

UnscoredLimited · 7
$12,99569,503 mi

Comparison: 7 similar vehicles

Roseville, CA

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Orland, CA

UnscoredLimited · 11
$13,065166,500 mi

Comparison: 11 similar vehicles

Orland, CA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Roseville, CA

UnscoredInsufficient · 3
$13,080156,527 mi

Comparison: 3 similar vehicles

Roseville, 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

Rocklin, CA

UnscoredLimited · 5
$13,99090,936 mi

Comparison: 5 similar vehicles

Rocklin, CA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Roseville, CA

Fair PriceLimited · 16
$14,103108,600 mi

Market: $5,000 – $15,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Roseville, CA

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

Marysville, CA

UnscoredInsufficient · 0
$14,15395,373 mi

Marysville, CA

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Roseville, CA

UnscoredLimited · 6
$14,382135,231 mi

Comparison: 6 similar vehicles

Roseville, CA

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

Rocklin, CA

UnscoredLimited · 6
$14,56094,347 mi

Comparison: 6 similar vehicles

Rocklin, CA

2018 Toyota Sienna SE

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

2018 Toyota Sienna SE

Roseville, CA

UnscoredInsufficient · 3
$14,580166,450 mi

Comparison: 3 similar vehicles

Roseville, 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

Rocklin, CA

UnscoredLimited · 8
$14,59086,007 mi

Comparison: 8 similar vehicles

Rocklin, CA

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Rocklin, CA

UnscoredLimited · 5
$14,59091,275 mi

Comparison: 5 similar vehicles

Rocklin, 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

Rocklin, CA

UnscoredLimited · 6
$14,59095,233 mi

Comparison: 6 similar vehicles

Rocklin, 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

Rocklin, CA

UnscoredLimited · 8
$14,79087,252 mi

Comparison: 8 similar vehicles

Rocklin, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.