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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 · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,492 listings found

2007 Lexus RX 350

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

2007 Lexus RX 350

Austin, TX

UnscoredInsufficient · 3
$3,900201,743 mi

Comparison: 3 similar vehicles

Austin, TX

2001 Lexus LS 430

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

2001 Lexus LS 430

Austin, TX

UnscoredInsufficient · 0
$3,999230,423 mi

Austin, TX

2002 Lexus ES 300

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

2002 Lexus ES 300

Austin, TX

UnscoredInsufficient · 0
$5,216159,469 mi

Austin, TX

2005 Lexus RX 330

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

2005 Lexus RX 330

Austin, TX

Unscored
$5,220207,625 mi

Comparison: 20 similar vehicles

Austin, TX

2005 Lexus RX 330

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

2005 Lexus RX 330

Austin, TX

Unscored
$5,990165,464 mi

Comparison: 20 similar vehicles

Austin, TX

2008 Lexus RX 350

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

2008 Lexus RX 350

Austin, TX

Unscored
$6,200194,216 mi

Comparison: 43 similar vehicles

Austin, TX

2003 Lexus ES 300

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

2003 Lexus ES 300

Austin, TX

UnscoredInsufficient · 0
$6,575148,502 mi

Austin, TX

2008 Lexus ES 350

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

2008 Lexus ES 350

Austin, TX

UnscoredInsufficient · 4
$6,950186,806 mi

Comparison: 4 similar vehicles

Austin, TX

2007 Lexus RX 350

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

2007 Lexus RX 350

Austin, TX

UnscoredInsufficient · 3
$6,950176,212 mi

Comparison: 3 similar vehicles

Austin, TX

2012 Lexus IS 250

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

2012 Lexus IS 250

Austin, TX

Unscored
$6,990178,239 mi

Comparison: 46 similar vehicles

Austin, TX

2011 Lexus ES 350

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

2011 Lexus ES 350

Austin, TX

UnscoredInsufficient · 4
$6,999160,659 mi

Comparison: 4 similar vehicles

Austin, TX

2011 Lexus ES 350

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

2011 Lexus ES 350

Austin, TX

UnscoredInsufficient · 4
$7,499187,756 mi

Comparison: 4 similar vehicles

Austin, TX

2014 Lexus CT Base

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

2014 Lexus CT Base

Austin, TX

UnscoredInsufficient · 4
$7,995180,724 mi

Comparison: 4 similar vehicles

Austin, TX

2006 Lexus GS 430

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

2006 Lexus GS 430

Austin, TX

UnscoredInsufficient · 0
$7,999160,564 mi

Austin, TX

2006 Lexus ES 330

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

2006 Lexus ES 330

Austin, TX

Unscored
$8,950128,952 mi

Comparison: 6 similar vehicles

Austin, TX

2011 Lexus RX 350

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

2011 Lexus RX 350

Austin, TX

Unscored
$9,209177,918 mi

Comparison: 37 similar vehicles

Austin, TX

2005 Lexus RX 330

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

2005 Lexus RX 330

Austin, TX

Fair PriceModerate · 20
$9,31587,990 mi

Market: $4,650 – $12,980

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Austin, TX

2014 Lexus CT Base

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

2014 Lexus CT Base

Austin, TX

UnscoredInsufficient · 4
$9,995122,553 mi

Comparison: 4 similar vehicles

Austin, TX

2011 Lexus ES 350

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

2011 Lexus ES 350

Austin, TX

UnscoredInsufficient · 3
$9,995163,394 mi

Comparison: 3 similar vehicles

Austin, TX

2008 Lexus ES 350

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

2008 Lexus ES 350

Austin, TX

UnscoredInsufficient · 3
$9,999117,605 mi

Comparison: 3 similar vehicles

Austin, TX

2008 Lexus ES 350

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

2008 Lexus ES 350

Austin, TX

UnscoredInsufficient · 4
$10,695134,769 mi

Comparison: 4 similar vehicles

Austin, TX

No Photo

2010 Lexus HS Premium

Austin, TX

OverpricedLimited · 11
$10,700103,510 mi

Market: $5,995 – $9,495

Comparison: 11 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Austin, TX

2016 Lexus ES 350

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

2016 Lexus ES 350

Austin, TX

Unscored
$10,950188,805 mi

Comparison: 12 similar vehicles

Austin, TX

2011 Lexus CT Premium

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

2011 Lexus CT Premium

Austin, TX

UnscoredInsufficient · 4
$10,995134,137 mi

Comparison: 4 similar vehicles

Austin, TX

2010 Lexus GS 350

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

2010 Lexus GS 350

Austin, TX

Unscored
$10,995119,290 mi

Comparison: 5 similar vehicles

Austin, TX

2013 Lexus GS 350

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

2013 Lexus GS 350

Austin, TX

Unscored
$10,999168,000 mi

Comparison: 8 similar vehicles

Austin, TX

2013 Lexus GS 350

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

2013 Lexus GS 350

Austin, TX

Salvage title
$11,902110,354 mi

Austin, TX

2013 Lexus GS 350

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

2013 Lexus GS 350

Austin, TX

Unscored
$11,950189,307 mi

Comparison: 8 similar vehicles

Austin, TX

2014 Lexus CT Base

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

2014 Lexus CT Base

Austin, TX

UnscoredInsufficient · 4
$11,995123,802 mi

Comparison: 4 similar vehicles

Austin, TX

2007 Lexus LS Base

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

2007 Lexus LS Base

Austin, TX

Fair PriceLimited · 14
$11,99598,309 mi

Market: $4,990 – $15,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Austin, TX

2017 Lexus CT Base

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

2017 Lexus CT Base

Austin, TX

UnscoredInsufficient · 0
$12,772181,234 mi

Austin, TX

2011 Lexus RX 350

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

2011 Lexus RX 350

Austin, TX

Unscored
$12,788118,830 mi

Comparison: 8 similar vehicles

Austin, TX

2007 Lexus LS L

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

2007 Lexus LS L

Austin, TX

Unscored
$12,950194,099 mi

Comparison: 5 similar vehicles

Austin, TX

2011 Lexus IS 350

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

2011 Lexus IS 350

Austin, TX

UnscoredInsufficient · 3
$12,999159,935 mi

Comparison: 3 similar vehicles

Austin, TX

2014 Lexus IS 250

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

2014 Lexus IS 250

Austin, TX

Unscored
$13,495137,891 mi

Comparison: 34 similar vehicles

Austin, TX

2014 Lexus IS 250

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

2014 Lexus IS 250

Austin, TX

Unscored
$13,885123,971 mi

Comparison: 34 similar vehicles

Austin, TX

2014 Lexus RX 350

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

2014 Lexus RX 350

Austin, TX

Unscored
$13,950161,081 mi

Comparison: 7 similar vehicles

Austin, TX

2012 Lexus RX 350

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

2012 Lexus RX 350

Austin, TX

Unscored
$13,950131,320 mi

Comparison: 39 similar vehicles

Austin, TX

2014 Lexus GS 350

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

2014 Lexus GS 350

Austin, TX

Unscored
$13,995174,594 mi

Comparison: 27 similar vehicles

Austin, TX

2013 Lexus RX 350

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

2013 Lexus RX 350

Austin, TX

Unscored
$13,999142,623 mi

Comparison: 9 similar vehicles

Austin, TX

2012 Lexus ES 350

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

2012 Lexus ES 350

Austin, TX

Fair PriceModerate · 35
$14,88886,971 mi

Market: $9,995 – $16,323

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Austin, TX

2013 Lexus LS L

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

2013 Lexus LS L

Austin, TX

Unscored
$14,942168,163 mi

Comparison: 8 similar vehicles

Austin, TX

2014 Lexus LS Base

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

2014 Lexus LS Base

Austin, TX

Unscored
$14,950146,280 mi

Comparison: 16 similar vehicles

Austin, TX

2018 Lexus ES 350

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

2018 Lexus ES 350

Austin, TX

Unscored
$14,999186,739 mi

Comparison: 11 similar vehicles

Austin, TX

2014 Lexus RX 350

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

2014 Lexus RX 350

Austin, TX

Unscored
$14,999144,991 mi

Comparison: 6 similar vehicles

Austin, TX

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Austin, TX

Unscored
$15,300147,000 mi

Comparison: 5 similar vehicles

Austin, TX

2012 Lexus ES 350

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

2012 Lexus ES 350

Austin, TX

Fair PriceModerate · 35
$15,62364,147 mi

Market: $9,995 – $15,995

Comparison: 35 similar vehicles

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

Austin, TX

2015 Lexus RX 350

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

2015 Lexus RX 350

Austin, TX

Unscored
$15,688143,395 mi

Comparison: 14 similar vehicles

Austin, TX

2014 Lexus RX 350

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

2014 Lexus RX 350

Austin, TX

Unscored
$15,697140,596 mi

Comparison: 7 similar vehicles

Austin, TX

2008 Lexus RX 350

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

2008 Lexus RX 350

Austin, TX

UnscoredInsufficient · 0
$15,78848,350 mi

Austin, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 recently 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.
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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