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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

379 listings found

2004 Lexus RX 330

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

2004 Lexus RX 330

Omaha, NE

UnscoredInsufficient · 4
$5,295184,838 mi

Comparison: 4 similar vehicles

Omaha, NE

2005 Lexus LS 430

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

2005 Lexus LS 430

Omaha, NE

UnscoredInsufficient · 0
$5,995240,096 mi

Omaha, NE

2010 Lexus HS Premium

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

2010 Lexus HS Premium

Omaha, NE

UnscoredInsufficient · 0
$6,950196,000 mi

Omaha, NE

2004 Lexus RX 330

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

2004 Lexus RX 330

Omaha, NE

UnscoredInsufficient · 3
$6,995197,234 mi

Comparison: 3 similar vehicles

Omaha, NE

2012 Lexus IS 250

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

2012 Lexus IS 250

Omaha, NE

Salvage title
$9,950101,456 mi

Omaha, NE

2007 Lexus IS 250

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

2007 Lexus IS 250

Omaha, NE

UnscoredInsufficient · 0
$10,995178,198 mi

Omaha, NE

2013 Lexus IS 250

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

2013 Lexus IS 250

Omaha, NE

UnscoredInsufficient · 3
$11,250152,138 mi

Comparison: 3 similar vehicles

Omaha, NE

2011 Lexus RX 450h

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

2011 Lexus RX 450h

Omaha, NE

Salvage title
$11,999171,021 mi

Omaha, NE

2007 Lexus GX 470

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

2007 Lexus GX 470

Omaha, NE

UnscoredInsufficient · 0
$12,500193,592 mi

Omaha, NE

2013 Lexus ES 350

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

2013 Lexus ES 350

Omaha, NE

UnscoredLimited · 7
$12,995116,500 mi

Comparison: 7 similar vehicles

Omaha, NE

2015 Lexus ES 350

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

2015 Lexus ES 350

Omaha, NE

Salvage title
$13,950112,206 mi

Omaha, NE

2016 Lexus ES 350

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

2016 Lexus ES 350

Omaha, NE

Salvage title
$14,49598,138 mi

Omaha, NE

2019 Lexus ES 350

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

2019 Lexus ES 350

Omaha, NE

UnscoredLimited · 9
$14,500240,039 mi

Comparison: 9 similar vehicles

Omaha, NE

2015 Lexus RX 350

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

2015 Lexus RX 350

Omaha, NE

UnscoredModerate · 25
$14,980148,639 mi

Comparison: 25 similar vehicles

Omaha, NE

2011 Lexus GX Base

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

2011 Lexus GX Base

Omaha, NE

UnscoredInsufficient · 0
$15,995189,534 mi

Omaha, NE

2015 Lexus ES 350

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

2015 Lexus ES 350

Omaha, NE

Salvage title
$17,95037,950 mi

Omaha, NE

2015 Lexus RX F Sport

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

2015 Lexus RX F Sport

Omaha, NE

UnscoredInsufficient · 3
$18,49885,275 mi

Comparison: 3 similar vehicles

Omaha, NE

2014 Lexus GS 350

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

2014 Lexus GS 350

Omaha, NE

Salvage title
$18,50083,917 mi

Omaha, NE

2012 Lexus RX 350

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

2012 Lexus RX 350

Omaha, NE

Salvage title
$18,85043,020 mi

Omaha, NE

2013 Lexus LS Base

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

2013 Lexus LS Base

Omaha, NE

UnscoredLimited · 6
$19,450123,626 mi

Comparison: 6 similar vehicles

Omaha, NE

2015 Lexus RX 450h

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

2015 Lexus RX 450h

Omaha, NE

UnscoredInsufficient · 0
$19,95090,168 mi

Omaha, NE

2015 Lexus RX 350

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

2015 Lexus RX 350

Omaha, NE

Fair PriceModerate · 23
$20,000110,642 mi

Market: $8,950 – $20,690

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Omaha, NE

2013 Lexus RX 350

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

2013 Lexus RX 350

Omaha, NE

UnscoredInsufficient · 4
$20,00074,059 mi

Comparison: 4 similar vehicles

Omaha, NE

2015 Lexus RX F Sport

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

2015 Lexus RX F Sport

Omaha, NE

UnscoredInsufficient · 3
$20,87493,719 mi

Comparison: 3 similar vehicles

Omaha, NE

2018 Lexus GX Base

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

2018 Lexus GX Base

Omaha, NE

UnscoredLimited · 12
$20,995202,266 mi

Comparison: 12 similar vehicles

Omaha, NE

2016 Lexus NX 200t

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

2016 Lexus NX 200t

Omaha, NE

UnscoredLimited · 9
$21,49984,805 mi

Comparison: 9 similar vehicles

Omaha, NE

2018 Lexus NX 300

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

2018 Lexus NX 300

Omaha, NE

UnscoredInsufficient · 0
$22,75058,920 mi

Omaha, NE

2016 Lexus ES 350

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

2016 Lexus ES 350

Omaha, NE

UnscoredInsufficient · 3
$22,90084,531 mi

Comparison: 3 similar vehicles

Omaha, NE

2019 Lexus IS 300 F SPORT

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

2019 Lexus IS 300 F SPORT

Omaha, NE

Salvage title
$22,95053,000 mi

Omaha, NE

2016 Lexus RX 350

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

2016 Lexus RX 350

Omaha, NE

Salvage title
$22,99542,993 mi

Omaha, NE

2020 Lexus RX 350

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

2020 Lexus RX 350

Omaha, NE

UnscoredLimited · 5
$23,04698,431 mi

Comparison: 5 similar vehicles

Omaha, NE

2014 Lexus GX Base

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

2014 Lexus GX Base

Omaha, NE

UnscoredInsufficient · 3
$23,300112,729 mi

Comparison: 3 similar vehicles

Omaha, NE

2014 Lexus IS 250

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

2014 Lexus IS 250

Omaha, NE

UnscoredInsufficient · 0
$23,49836,090 mi

Omaha, NE

2015 Lexus RX F Sport

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

2015 Lexus RX F Sport

Omaha, NE

UnscoredLimited · 6
$23,900126,307 mi

Comparison: 6 similar vehicles

Omaha, NE

No Photo

2014 Lexus GX Luxury

Omaha, NE

UnscoredLimited · 7
$23,900135,152 mi

Comparison: 7 similar vehicles

Omaha, NE

2021 Lexus NX Hybrid 300h

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

2021 Lexus NX Hybrid 300h

Omaha, NE

Salvage title
$23,95083,488 mi

Omaha, NE

2018 Lexus ES 300h

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

2018 Lexus ES 300h

Omaha, NE

Salvage title
$23,95027,000 mi

Omaha, NE

2017 Lexus RX F SPORT

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

2017 Lexus RX F SPORT

Omaha, NE

Salvage title
$24,500119,523 mi

Omaha, NE

2021 Lexus NX 300 F SPORT

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

2021 Lexus NX 300 F SPORT

Omaha, NE

Fair PriceLimited · 11
$24,946115,989 mi

Market: $21,331 – $30,361

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Omaha, NE

2017 Lexus RX 350

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

2017 Lexus RX 350

Omaha, NE

Fair PriceModerate · 32
$25,000112,278 mi

Market: $19,690 – $32,265

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Omaha, NE

2017 Lexus NX 200t

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

2017 Lexus NX 200t

Omaha, NE

UnscoredInsufficient · 0
$25,99844,190 mi

Omaha, NE

2016 Lexus ES 350

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

2016 Lexus ES 350

Omaha, NE

UnscoredInsufficient · 0
$25,99840,966 mi

Omaha, NE

2019 Lexus RX 350

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

2019 Lexus RX 350

Omaha, NE

Salvage title
$26,50084,476 mi

Omaha, NE

2020 Lexus NX 300

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

2020 Lexus NX 300

Omaha, NE

UnscoredInsufficient · 0
$26,55158,302 mi

Omaha, NE

2019 Lexus IS 350 F SPORT

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

2019 Lexus IS 350 F SPORT

Omaha, NE

UnscoredInsufficient · 0
$26,99534,400 mi

Omaha, NE

2016 Lexus GX Base

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

2016 Lexus GX Base

Omaha, NE

UnscoredLimited · 6
$27,299114,575 mi

Comparison: 6 similar vehicles

Omaha, NE

2013 Lexus LS L

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

2013 Lexus LS L

Omaha, NE

UnscoredInsufficient · 0
$27,37795,546 mi

Omaha, NE

2020 Lexus NX 300

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

2020 Lexus NX 300

Omaha, NE

UnscoredInsufficient · 0
$27,89656,983 mi

Omaha, NE

2015 Lexus RC 350

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

2015 Lexus RC 350

Omaha, NE

UnscoredLimited · 7
$27,99885,591 mi

Comparison: 7 similar vehicles

Omaha, NE

2020 Lexus NX 300

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

2020 Lexus NX 300

Omaha, NE

OverpricedLimited · 16
$28,25162,431 mi

Market: $19,350 – $25,643

Comparison: 16 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Omaha, NE

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.