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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

202 listings found

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Santa Ana, CA

UnscoredInsufficient · 0
$4,500190,182 mi

Santa Ana, CA

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Santa Ana, CA

UnscoredInsufficient · 4
$4,990227,227 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Santa Ana, CA

UnscoredLimited · 9
$4,995119,192 mi

Comparison: 9 similar vehicles

Santa Ana, CA

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Santa Ana, CA

UnscoredLimited · 5
$5,900172,594 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Santa Ana, CA

UnscoredLimited · 9
$5,998128,957 mi

Comparison: 9 similar vehicles

Santa Ana, CA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Santa Ana, CA

UnscoredLimited · 18
$6,250169,043 mi

Comparison: 18 similar vehicles

Santa Ana, CA

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Santa Ana, CA

UnscoredLimited · 12
$6,900193,831 mi

Comparison: 12 similar vehicles

Santa Ana, CA

2019 Toyota Mirai

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

2019 Toyota Mirai

Santa Ana, CA

UnscoredLimited · 5
$6,99073,199 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Santa Ana, CA

UnscoredInsufficient · 4
$6,990157,645 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Santa Ana, CA

UnscoredLimited · 5
$6,990134,583 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Santa Ana, CA

Fair PriceLimited · 16
$6,998112,965 mi

Market: $6,000 – $9,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Santa Ana, CA

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Santa Ana, CA

UnscoredLimited · 6
$6,999176,712 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2012 Toyota Sienna Base

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

2012 Toyota Sienna Base

Santa Ana, CA

UnscoredLimited · 5
$7,498154,157 mi

Comparison: 5 similar vehicles

Santa Ana, CA

2011 Toyota Highlander SE

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

2011 Toyota Highlander SE

Santa Ana, CA

UnscoredInsufficient · 3
$7,523246,485 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Santa Ana, CA

UnscoredLimited · 8
$7,990124,853 mi

Comparison: 8 similar vehicles

Santa Ana, CA

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Santa Ana, CA

UnscoredLimited · 6
$8,523109,032 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Santa Ana, CA

UnscoredLimited · 12
$8,990156,387 mi

Comparison: 12 similar vehicles

Santa Ana, CA

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Santa Ana, CA

UnscoredLimited · 16
$8,995321,579 mi

Comparison: 16 similar vehicles

Santa Ana, CA

2021 Toyota Mirai Limited

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

2021 Toyota Mirai Limited

Santa Ana, CA

UnscoredInsufficient · 0
$8,99842,846 mi

Santa Ana, CA

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Santa Ana, CA

UnscoredLimited · 6
$8,998145,335 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Santa Ana, CA

UnscoredModerate · 22
$9,250181,552 mi

Comparison: 22 similar vehicles

Santa Ana, CA

2013 Toyota Prius Five

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

2013 Toyota Prius Five

Santa Ana, CA

UnscoredInsufficient · 0
$9,290174,315 mi

Santa Ana, CA

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Santa Ana, CA

UnscoredLimited · 18
$9,430164,258 mi

Comparison: 18 similar vehicles

Santa Ana, CA

2016 Toyota Corolla L

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

2016 Toyota Corolla L

Santa Ana, CA

UnscoredLimited · 7
$9,500168,285 mi

Comparison: 7 similar vehicles

Santa Ana, CA

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Santa Ana, CA

UnscoredModerate · 34
$9,500189,256 mi

Comparison: 34 similar vehicles

Santa Ana, CA

2015 Toyota Corolla L

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

2015 Toyota Corolla L

Santa Ana, CA

UnscoredInsufficient · 4
$9,980147,900 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2014 Toyota Highlander LE

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

2014 Toyota Highlander LE

Santa Ana, CA

UnscoredInsufficient · 0
$9,980164,307 mi

Santa Ana, CA

2012 Toyota Camry LE Hybrid

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

2012 Toyota Camry LE Hybrid

Santa Ana, CA

UnscoredInsufficient · 0
$9,985126,926 mi

Santa Ana, CA

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Santa Ana, CA

UnscoredInsufficient · 3
$10,999181,179 mi

Comparison: 3 similar vehicles

Santa Ana, CA

1996 Toyota Tacoma

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

1996 Toyota Tacoma

Santa Ana, CA

UnscoredInsufficient · 0
$11,128147,179 mi

Santa Ana, CA

1993 Toyota 4Runner

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

1993 Toyota 4Runner

Santa Ana, CA

UnscoredInsufficient · 0
$11,128192,109 mi

Santa Ana, CA

2016 Toyota RAV4 LE

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

2016 Toyota RAV4 LE

Santa Ana, CA

UnscoredLimited · 11
$11,298160,424 mi

Comparison: 11 similar vehicles

Santa Ana, CA

2012 Toyota Camry XLE Hybrid

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

2012 Toyota Camry XLE Hybrid

Santa Ana, CA

UnscoredInsufficient · 4
$11,480135,650 mi

Comparison: 4 similar vehicles

Santa Ana, CA

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Santa Ana, CA

UnscoredLimited · 10
$11,725110,855 mi

Comparison: 10 similar vehicles

Santa Ana, CA

2011 Toyota Prius II

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

2011 Toyota Prius II

Santa Ana, CA

UnscoredLimited · 6
$11,990130,615 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Santa Ana, CA

UnscoredInsufficient · 0
$11,99058,274 mi

Santa Ana, CA

2017 Toyota Sienna L

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

2017 Toyota Sienna L

Santa Ana, CA

UnscoredInsufficient · 3
$12,128126,865 mi

Comparison: 3 similar vehicles

Santa Ana, CA

1996 Toyota Tacoma

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

1996 Toyota Tacoma

Santa Ana, CA

UnscoredInsufficient · 0
$12,128157,234 mi

Santa Ana, CA

2018 Toyota Corolla SE

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

2018 Toyota Corolla SE

Santa Ana, CA

UnscoredLimited · 8
$12,498109,841 mi

Comparison: 8 similar vehicles

Santa Ana, CA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Santa Ana, CA

OverpricedLimited · 11
$12,500140,909 mi

Market: $7,900 – $11,647

Comparison: 11 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Santa Ana, CA

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Santa Ana, CA

UnscoredLimited · 6
$12,995235,810 mi

Comparison: 6 similar vehicles

Santa Ana, CA

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Santa Ana, CA

UnscoredLimited · 9
$12,998100,997 mi

Comparison: 9 similar vehicles

Santa Ana, CA

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

Santa Ana, CA

UnscoredInsufficient · 3
$13,172195,580 mi

Comparison: 3 similar vehicles

Santa Ana, CA

2024 Toyota Mirai XLE

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

2024 Toyota Mirai XLE

Santa Ana, CA

UnscoredInsufficient · 0
$13,48417,891 mi

Santa Ana, CA

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Santa Ana, CA

UnscoredInsufficient · 0
$13,58437,546 mi

Santa Ana, CA

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Santa Ana, CA

UnscoredModerate · 48
$13,800160,892 mi

Comparison: 48 similar vehicles

Santa Ana, CA

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Santa Ana, CA

UnscoredModerate · 26
$13,900147,053 mi

Comparison: 26 similar vehicles

Santa Ana, CA

2016 Toyota Prius Two

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

2016 Toyota Prius Two

Santa Ana, CA

Fair PriceLimited · 19
$13,990108,001 mi

Market: $9,985 – $18,980

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Santa Ana, CA

1994 Toyota 4Runner

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

1994 Toyota 4Runner

Santa Ana, CA

UnscoredInsufficient · 0
$14,127160,370 mi

Santa Ana, CA

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Santa Ana, CA

UnscoredLimited · 9
$14,990147,402 mi

Comparison: 9 similar vehicles

Santa Ana, 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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