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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

184 listings found

2006 Mazda MAZDA5 Sport

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

2006 Mazda MAZDA5 Sport

Pocatello, ID

UnscoredInsufficient · 0
$2,995191,681 mi

Pocatello, ID

2007 Chevrolet Uplander LS

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

2007 Chevrolet Uplander LS

Pocatello, ID

UnscoredInsufficient · 0
$3,290171,881 mi

Pocatello, ID

No Photo

2007 Toyota Sienna CE

Idaho Falls, ID

UnscoredInsufficient · 0
$3,300220,568 mi

Idaho Falls, ID

2006 Pontiac Montana SV6 Base

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

2006 Pontiac Montana SV6 Base

Idaho Falls, ID

UnscoredInsufficient · 0
$3,495192,364 mi

Idaho Falls, ID

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Blackfoot, ID

UnscoredInsufficient · 0
$3,800240,908 mi

Blackfoot, ID

2014 Chrysler Town & Country Limited

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

2014 Chrysler Town & Country Limited

Idaho Falls, ID

UnscoredLimited · 6
$3,822146,573 mi

Comparison: 6 similar vehicles

Idaho Falls, ID

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

Rexburg, ID

UnscoredInsufficient · 0
$3,844216,262 mi

Rexburg, ID

2008 Honda Odyssey EX

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

2008 Honda Odyssey EX

Blackfoot, ID

UnscoredInsufficient · 3
$4,162218,867 mi

Comparison: 3 similar vehicles

Blackfoot, ID

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Pocatello, ID

UnscoredModerate · 37
$4,690203,729 mi

Comparison: 37 similar vehicles

Pocatello, ID

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Pocatello, ID

UnscoredModerate · 37
$4,995155,425 mi

Comparison: 37 similar vehicles

Pocatello, ID

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Idaho Falls, ID

UnscoredInsufficient · 0
$5,111202,015 mi

Idaho Falls, ID

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Idaho Falls, ID

UnscoredInsufficient · 0
$5,246185,279 mi

Idaho Falls, ID

2001 Ford Windstar LX

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

2001 Ford Windstar LX

Idaho Falls, ID

UnscoredInsufficient · 0
$5,446105,442 mi

Idaho Falls, ID

2013 Dodge Grand Caravan R/T

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

2013 Dodge Grand Caravan R/T

Pocatello, ID

UnscoredInsufficient · 0
$5,999168,486 mi

Pocatello, ID

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Rexburg, ID

UnscoredInsufficient · 0
$6,844238,752 mi

Rexburg, ID

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

Idaho Falls, ID

UnscoredInsufficient · 0
$6,877191,460 mi

Idaho Falls, ID

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Idaho Falls, ID

UnscoredInsufficient · 4
$6,917144,191 mi

Comparison: 4 similar vehicles

Idaho Falls, ID

2018 Chrysler Pacifica LX

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

2018 Chrysler Pacifica LX

Idaho Falls, ID

UnscoredInsufficient · 0
$6,999236,136 mi

Idaho Falls, ID

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

Pocatello, ID

UnscoredLimited · 5
$7,332125,495 mi

Comparison: 5 similar vehicles

Pocatello, ID

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

Pocatello, ID

UnscoredLimited · 6
$7,394197,544 mi

Comparison: 6 similar vehicles

Pocatello, ID

2014 Dodge Grand Caravan SE 30th Anniversary

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

2014 Dodge Grand Caravan SE 30th Anniversary

Chubbuck, ID

UnscoredInsufficient · 0
$7,99595,015 mi

Chubbuck, ID

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

Rexburg, ID

UnscoredInsufficient · 0
$8,339153,634 mi

Rexburg, ID

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Idaho Falls, ID

UnscoredInsufficient · 0
$8,951105,226 mi

Idaho Falls, ID

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Idaho Falls, ID

UnscoredInsufficient · 0
$8,992154,625 mi

Idaho Falls, ID

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

Chubbuck, ID

UnscoredLimited · 5
$8,99590,255 mi

Comparison: 5 similar vehicles

Chubbuck, ID

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

Idaho Falls, ID

UnscoredInsufficient · 0
$8,999106,531 mi

Idaho Falls, ID

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

Pocatello, ID

UnscoredLimited · 5
$9,45097,387 mi

Comparison: 5 similar vehicles

Pocatello, ID

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

Blackfoot, ID

Fair PriceLimited · 12
$9,741110,602 mi

Market: $6,451 – $19,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Blackfoot, ID

2013 Honda Odyssey Touring Elite

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

2013 Honda Odyssey Touring Elite

Blackfoot, ID

UnscoredInsufficient · 0
$9,899142,193 mi

Blackfoot, ID

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

Blackfoot, ID

UnscoredInsufficient · 0
$9,90083,364 mi

Blackfoot, ID

2017 Chrysler Pacifica LX

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

2017 Chrysler Pacifica LX

Rexburg, ID

UnscoredInsufficient · 0
$10,107104,095 mi

Rexburg, ID

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Blackfoot, ID

UnscoredInsufficient · 0
$10,249102,083 mi

Blackfoot, ID

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

Blackfoot, ID

UnscoredInsufficient · 0
$10,861119,434 mi

Blackfoot, ID

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

Pocatello, ID

UnscoredLimited · 5
$10,950113,998 mi

Comparison: 5 similar vehicles

Pocatello, ID

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

Idaho Falls, ID

UnscoredModerate · 26
$10,991154,877 mi

Comparison: 26 similar vehicles

Idaho Falls, ID

2018 Chrysler Pacifica Hybrid Touring L

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

2018 Chrysler Pacifica Hybrid Touring L

Blackfoot, ID

UnscoredInsufficient · 0
$11,499117,839 mi

Blackfoot, ID

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

Blackfoot, ID

UnscoredModerate · 28
$11,817124,497 mi

Comparison: 28 similar vehicles

Blackfoot, ID

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

Idaho Falls, ID

UnscoredInsufficient · 0
$11,850179,446 mi

Idaho Falls, ID

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Idaho Falls, ID

UnscoredInsufficient · 0
$11,985104,418 mi

Idaho Falls, ID

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Idaho Falls, ID

UnscoredInsufficient · 0
$12,394146,635 mi

Idaho Falls, ID

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Blackfoot, ID

UnscoredInsufficient · 0
$12,759112,030 mi

Blackfoot, ID

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

Blackfoot, ID

Fair PriceLimited · 12
$12,82081,671 mi

Market: $6,451 – $19,995

Comparison: 12 similar vehicles

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

Blackfoot, ID

2021 Chrysler Voyager LX

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

2021 Chrysler Voyager LX

Pocatello, ID

UnscoredInsufficient · 0
$12,900128,818 mi

Pocatello, ID

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

Idaho Falls, ID

OverpricedModerate · 26
$13,495100,939 mi

Market: $5,903 – $13,238

Comparison: 26 similar vehicles

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

Idaho Falls, ID

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

Pocatello, ID

Fair PriceLimited · 17
$13,80066,399 mi

Market: $6,451 – $19,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Pocatello, ID

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

Idaho Falls, ID

UnscoredInsufficient · 0
$13,955102,505 mi

Idaho Falls, ID

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Idaho Falls, ID

UnscoredInsufficient · 0
$13,955170,702 mi

Idaho Falls, ID

2021 Kia Sedona LX

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

2021 Kia Sedona LX

Blackfoot, ID

UnscoredInsufficient · 0
$13,974102,257 mi

Blackfoot, ID

2019 Honda Odyssey LX

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

2019 Honda Odyssey LX

Blackfoot, ID

UnscoredInsufficient · 0
$14,437101,105 mi

Blackfoot, ID

2019 Chrysler Pacifica Hybrid Touring L

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

2019 Chrysler Pacifica Hybrid Touring L

Blackfoot, ID

UnscoredInsufficient · 0
$14,82092,291 mi

Blackfoot, ID

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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