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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

54 listings found

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Lakewood, WA

UnscoredInsufficient · 0
$1,795311,452 mi

Lakewood, WA

2009 Toyota Camry Hybrid

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

2009 Toyota Camry Hybrid

Lakewood, WA

UnscoredModerate · 26
$2,800223,211 mi

Comparison: 26 similar vehicles

Lakewood, WA

2010 Toyota Yaris Base

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

2010 Toyota Yaris Base

Lakewood, WA

UnscoredInsufficient · 0
$3,500199,799 mi

Lakewood, WA

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Lakewood, WA

UnscoredLimited · 15
$3,500180,683 mi

Comparison: 15 similar vehicles

Lakewood, WA

No Photo

2002 Toyota Sienna LE

Lakewood, WA

UnscoredInsufficient · 0
$3,500210,307 mi

Lakewood, WA

2011 Toyota Corolla Base

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

2011 Toyota Corolla Base

Lakewood, WA

UnscoredInsufficient · 0
$4,500218,895 mi

Lakewood, WA

2003 Toyota RAV4 Base

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

2003 Toyota RAV4 Base

Lakewood, WA

UnscoredInsufficient · 3
$4,500202,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Lakewood, WA

UnscoredLimited · 6
$4,900211,305 mi

Comparison: 6 similar vehicles

Lakewood, WA

2004 Toyota Camry Standard

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

2004 Toyota Camry Standard

Lakewood, WA

UnscoredInsufficient · 0
$4,900122,002 mi

Lakewood, WA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Lakewood, WA

UnscoredInsufficient · 0
$4,945244,483 mi

Lakewood, WA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Lakewood, WA

UnscoredLimited · 5
$4,950316,946 mi

Comparison: 5 similar vehicles

Lakewood, WA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Lakewood, WA

UnscoredInsufficient · 3
$4,995268,173 mi

Comparison: 3 similar vehicles

Lakewood, WA

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Lakewood, WA

UnscoredLimited · 5
$4,999210,666 mi

Comparison: 5 similar vehicles

Lakewood, WA

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Lakewood, WA

UnscoredLimited · 6
$4,999185,424 mi

Comparison: 6 similar vehicles

Lakewood, WA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Lakewood, WA

UnscoredLimited · 13
$5,225278,953 mi

Comparison: 13 similar vehicles

Lakewood, WA

No Photo

2010 Toyota Corolla Base

Lakewood, WA

UnscoredInsufficient · 3
$5,900Mileage not verified

Comparison: 3 similar vehicles

Lakewood, WA

2013 Toyota Venza LE

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

2013 Toyota Venza LE

Lakewood, WA

UnscoredInsufficient · 3
$5,999178,263 mi

Comparison: 3 similar vehicles

Lakewood, WA

2007 Toyota Highlander Limited

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

2007 Toyota Highlander Limited

Lakewood, WA

UnscoredInsufficient · 0
$6,765199,560 mi

Lakewood, WA

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Lakewood, WA

UnscoredLimited · 5
$6,999200,036 mi

Comparison: 5 similar vehicles

Lakewood, WA

2006 Toyota Avalon XL

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

2006 Toyota Avalon XL

Lakewood, WA

UnscoredInsufficient · 3
$7,399114,930 mi

Comparison: 3 similar vehicles

Lakewood, WA

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Lakewood, WA

Salvage title
$8,900109,831 mi

Lakewood, WA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Lakewood, WA

UnscoredInsufficient · 0
$8,90060,000 mi

Lakewood, WA

2008 Toyota Corolla S

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

2008 Toyota Corolla S

Lakewood, WA

UnscoredInsufficient · 0
$8,90070,282 mi

Lakewood, WA

2013 Toyota Highlander Limited Hybrid

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

2013 Toyota Highlander Limited Hybrid

Lakewood, WA

UnscoredLimited · 15
$9,999203,135 mi

Comparison: 15 similar vehicles

Lakewood, WA

2004 Toyota Tacoma Prerunner

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

2004 Toyota Tacoma Prerunner

Lakewood, WA

UnscoredModerate · 26
$9,999190,065 mi

Comparison: 26 similar vehicles

Lakewood, WA

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Lakewood, WA

UnscoredLimited · 19
$11,199154,079 mi

Comparison: 19 similar vehicles

Lakewood, WA

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Lakewood, WA

UnscoredLimited · 14
$11,850219,899 mi

Comparison: 14 similar vehicles

Lakewood, WA

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Lakewood, WA

Salvage title
$11,900104,056 mi

Lakewood, WA

2016 Toyota RAV4 XLE

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

2016 Toyota RAV4 XLE

Lakewood, WA

UnscoredModerate · 47
$12,900163,015 mi

Comparison: 47 similar vehicles

Lakewood, WA

2016 Toyota Sienna XLE

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

2016 Toyota Sienna XLE

Lakewood, WA

UnscoredLimited · 5
$12,999175,931 mi

Comparison: 5 similar vehicles

Lakewood, WA

2019 Toyota Highlander LE

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

2019 Toyota Highlander LE

Lakewood, WA

UnscoredInsufficient · 0
$15,199140,332 mi

Lakewood, WA

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Lakewood, WA

UnscoredLimited · 16
$16,999130,221 mi

Comparison: 16 similar vehicles

Lakewood, WA

2013 Toyota Sienna SE

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

2013 Toyota Sienna SE

Lakewood, WA

OverpricedLimited · 11
$17,199120,531 mi

Market: $15,672 – $15,872

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Lakewood, WA

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Lakewood, WA

UnscoredLimited · 5
$17,99065,240 mi

Comparison: 5 similar vehicles

Lakewood, WA

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Lakewood, WA

UnscoredLimited · 6
$17,999120,618 mi

Comparison: 6 similar vehicles

Lakewood, WA

2017 Toyota Prius Four

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

2017 Toyota Prius Four

Lakewood, WA

UnscoredInsufficient · 4
$17,999109,224 mi

Comparison: 4 similar vehicles

Lakewood, WA

2019 Toyota Sienna L

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

2019 Toyota Sienna L

Lakewood, WA

UnscoredInsufficient · 0
$20,199106,299 mi

Lakewood, WA

2015 Toyota 4Runner Limited

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

2015 Toyota 4Runner Limited

Lakewood, WA

UnscoredInsufficient · 3
$21,199105,407 mi

Comparison: 3 similar vehicles

Lakewood, WA

2024 Toyota RAV4 LE

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

2024 Toyota RAV4 LE

Lakewood, WA

UnscoredModerate · 28
$22,199150,143 mi

Comparison: 28 similar vehicles

Lakewood, WA

2017 Toyota Prius Two Eco

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

2017 Toyota Prius Two Eco

Lakewood, WA

UnscoredInsufficient · 0
$22,49045,361 mi

Lakewood, WA

2016 Toyota Tacoma SR5

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

2016 Toyota Tacoma SR5

Lakewood, WA

UnscoredInsufficient · 0
$24,19947,681 mi

Lakewood, WA

2023 Toyota Prius LE

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

2023 Toyota Prius LE

Lakewood, WA

UnscoredLimited · 6
$24,49067,450 mi

Comparison: 6 similar vehicles

Lakewood, WA

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Lakewood, WA

Fair PriceRobust · 54
$25,69942,212 mi

Market: $25,386 – $32,497

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Lakewood, WA

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Lakewood, WA

OverpricedLimited · 12
$26,19950,340 mi

Market: $23,973 – $25,081

Comparison: 12 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Lakewood, WA

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Lakewood, WA

UnscoredInsufficient · 0
$26,99952,528 mi

Lakewood, WA

2024 Toyota Camry XSE

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

2024 Toyota Camry XSE

Lakewood, WA

UnscoredLimited · 7
$27,69939,688 mi

Comparison: 7 similar vehicles

Lakewood, WA

2023 Toyota RAV4 LE

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

2023 Toyota RAV4 LE

Lakewood, WA

UnscoredInsufficient · 0
$27,69959,774 mi

Lakewood, WA

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Lakewood, WA

Fair PriceModerate · 22
$28,39938,990 mi

Market: $26,317 – $30,995

Comparison: 22 similar vehicles

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

Lakewood, WA

2022 Toyota Tundra SR5

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

2022 Toyota Tundra SR5

Lakewood, WA

UnscoredInsufficient · 3
$30,19994,369 mi

Comparison: 3 similar vehicles

Lakewood, WA

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Lakewood, WA

Fair PriceRobust · 186
$32,69940,862 mi

Market: $25,911 – $38,995

Comparison: 186 similar vehicles

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

Lakewood, WA

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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