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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 4, 2026

6.8M+

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

49 listings found

No Photo

2013 Lexus ES 350

Tomball, TX

Unscored
$9,155169,565 mi

Comparison: 29 similar vehicles

Tomball, TX

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Tomball, TX

UnscoredInsufficient · 3
$9,495121,370 mi

Comparison: 3 similar vehicles

Tomball, TX

2012 Lexus RX 350

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

2012 Lexus RX 350

Tomball, TX

Unscored
$12,470129,028 mi

Comparison: 6 similar vehicles

Tomball, TX

2013 Lexus RX 350

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

2013 Lexus RX 350

Tomball, TX

Unscored
$12,995136,549 mi

Comparison: 38 similar vehicles

Tomball, TX

2012 Lexus LS Base

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

2012 Lexus LS Base

Tomball, TX

Unscored
$13,636138,926 mi

Comparison: 5 similar vehicles

Tomball, TX

2010 Lexus IS 250

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

2010 Lexus IS 250

Tomball, TX

Fair PriceLimited · 11
$13,995100,523 mi

Market: $4,495 – $21,795

Comparison: 11 similar vehicles

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

Tomball, TX

2012 Lexus RX 450h

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

2012 Lexus RX 450h

Tomball, TX

OverpricedLimited · 12
$14,500112,807 mi

Market: $7,499 – $14,248

Comparison: 12 similar vehicles

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

Tomball, TX

2013 Lexus GX Premium

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

2013 Lexus GX Premium

Tomball, TX

Unscored
$14,790198,311 mi

Comparison: 7 similar vehicles

Tomball, TX

2015 Lexus RX 350

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

2015 Lexus RX 350

Tomball, TX

Fair PriceRobust · 54
$15,995100,631 mi

Market: $12,999 – $26,795

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Tomball, TX

2019 Lexus NX 300

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

2019 Lexus NX 300

Tomball, TX

Unscored
$16,990131,243 mi

Comparison: 5 similar vehicles

Tomball, TX

2013 Lexus GS 350

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

2013 Lexus GS 350

Tomball, TX

Unscored
$17,35098,022 mi

Comparison: 9 similar vehicles

Tomball, TX

2014 Lexus LS Base

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

2014 Lexus LS Base

Tomball, TX

Unscored
$18,890112,414 mi

Comparison: 7 similar vehicles

Tomball, TX

2016 Lexus RX 350

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

2016 Lexus RX 350

Tomball, TX

Unscored
$18,990132,460 mi

Comparison: 41 similar vehicles

Tomball, TX

2016 Lexus RX 350

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

2016 Lexus RX 350

Tomball, TX

Fair PriceModerate · 41
$18,990115,413 mi

Market: $15,917 – $47,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Tomball, TX

2015 Lexus GX Base

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

2015 Lexus GX Base

Tomball, TX

Unscored
$20,135146,015 mi

Comparison: 21 similar vehicles

Tomball, TX

2015 Lexus IS 250

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

2015 Lexus IS 250

Tomball, TX

OverpricedLimited · 15
$21,99068,564 mi

Market: $10,900 – $21,383

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Tomball, TX

2016 Lexus RX 350

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

2016 Lexus RX 350

Tomball, TX

Fair PriceModerate · 41
$22,723Mileage not verified

Market: $15,917 – $47,995

Comparison: 41 similar vehicles

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

Tomball, TX

2017 Lexus GS 350 F Sport

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

2017 Lexus GS 350 F Sport

Tomball, TX

UnscoredInsufficient · 0
$22,995122,970 mi

Tomball, TX

No Photo

2016 Lexus GX Base

Tomball, TX

Fair PriceLimited · 17
$23,885105,388 mi

Market: $19,795 – $25,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Tomball, TX

No Photo

2020 Lexus NX 300 F SPORT

Tomball, TX

Unscored
$23,99598,434 mi

Comparison: 5 similar vehicles

Tomball, TX

2017 Lexus ES 300h

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

2017 Lexus ES 300h

Tomball, TX

UnscoredInsufficient · 0
$24,69554,161 mi

Tomball, TX

2020 Lexus ES F SPORT

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

2020 Lexus ES F SPORT

Tomball, TX

UnscoredInsufficient · 3
$24,990135,790 mi

Comparison: 3 similar vehicles

Tomball, TX

2015 Lexus RC 350

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

2015 Lexus RC 350

Tomball, TX

Fair PriceLimited · 10
$24,995102,402 mi

Market: $20,113 – $25,766

Comparison: 10 similar vehicles

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

Tomball, TX

2017 Lexus RC 350

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

2017 Lexus RC 350

Tomball, TX

Fair PriceLimited · 10
$26,99593,806 mi

Market: $27,699 – $28,218

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 32 days listed (based on current market benchmarks)

Tomball, TX

2020 Lexus ES 350

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

2020 Lexus ES 350

Tomball, TX

UnscoredInsufficient · 4
$29,22067,238 mi

Comparison: 4 similar vehicles

Tomball, TX

2018 Lexus GX Base

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

2018 Lexus GX Base

Tomball, TX

OverpricedModerate · 22
$30,99571,871 mi

Market: $23,224 – $28,220

Comparison: 22 similar vehicles

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

Tomball, TX

No Photo

2023 Lexus IS 300

Tomball, TX

UnscoredInsufficient · 0
$32,12555,650 mi

Tomball, TX

No Photo

2020 Lexus RX 350

Tomball, TX

Fair PriceModerate · 28
$32,93561,983 mi

Market: $24,425 – $34,852

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Tomball, TX

No Photo

2020 Lexus GX PREMIUM

Tomball, TX

Fair PriceLimited · 11
$34,12593,018 mi

Market: $29,995 – $57,985

Comparison: 11 similar vehicles

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

Tomball, TX

2019 Lexus GX PREMIUM

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

2019 Lexus GX PREMIUM

Tomball, TX

OverpricedModerate · 39
$35,21663,909 mi

Market: $25,585 – $33,627

Comparison: 39 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Tomball, TX

2021 Lexus RX 350 F SPORT

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

2021 Lexus RX 350 F SPORT

Tomball, TX

UnscoredInsufficient · 3
$35,223Mileage not verified

Comparison: 3 similar vehicles

Tomball, TX

2022 Lexus ES 350

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

2022 Lexus ES 350

Tomball, TX

UnscoredInsufficient · 4
$35,99554,615 mi

Comparison: 4 similar vehicles

Tomball, TX

2021 Lexus IS 350 F SPORT

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

2021 Lexus IS 350 F SPORT

Tomball, TX

Unscored
$39,223Mileage not verified

Comparison: 7 similar vehicles

Tomball, TX

2023 Lexus IS 350 F SPORT

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

2023 Lexus IS 350 F SPORT

Tomball, TX

Fair PriceModerate · 33
$39,99633,692 mi

Market: $39,995 – $46,220

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Tomball, TX

No Photo

2021 Lexus RX 350 F SPORT

Tomball, TX

UnscoredInsufficient · 0
$41,65845,452 mi

Tomball, TX

2024 Lexus NX 350

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

2024 Lexus NX 350

Tomball, TX

Fair PriceModerate · 29
$41,99537,297 mi

Market: $38,100 – $51,015

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Tomball, TX

2024 Lexus NX 350

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

2024 Lexus NX 350

Tomball, TX

Fair PriceModerate · 44
$42,99522,410 mi

Market: $38,663 – $45,995

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Tomball, TX

2024 Lexus IS 350 F SPORT

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

2024 Lexus IS 350 F SPORT

Tomball, TX

UnscoredInsufficient · 0
$43,38250,171 mi

Tomball, TX

2024 Lexus RX 350

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

2024 Lexus RX 350

Tomball, TX

Unscored
$45,50358,355 mi

Comparison: 5 similar vehicles

Tomball, TX

No Photo

2023 Lexus RX 350

Tomball, TX

Great DealLimited · 10
$46,58527,848 mi

Market: $48,697 – $56,518

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Tomball, TX

2024 Lexus TX 350

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

2024 Lexus TX 350

Tomball, TX

UnscoredInsufficient · 3
$47,99434,639 mi

Comparison: 3 similar vehicles

Tomball, TX

No Photo

2024 Lexus RX 350 F SPORT

Tomball, TX

Fair PriceModerate · 20
$49,49040,553 mi

Market: $48,995 – $63,125

Comparison: 20 similar vehicles

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

Tomball, TX

2025 Lexus RX 350

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

2025 Lexus RX 350

Tomball, TX

Fair PriceRobust · 79
$53,81919,599 mi

Market: $49,998 – $61,225

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Tomball, TX

2025 Lexus TX Premium

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

2025 Lexus TX Premium

Tomball, TX

Fair PriceLimited · 17
$58,82824,009 mi

Market: $54,998 – $60,916

Comparison: 17 similar vehicles

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

Tomball, TX

No Photo

2019 Lexus LX 570

Tomball, TX

Unscored
$59,79570,388 mi

Comparison: 5 similar vehicles

Tomball, TX

No Photo

2020 Lexus LX 570

Tomball, TX

Unscored
$60,96080,342 mi

Comparison: 8 similar vehicles

Tomball, TX

No Photo

2022 Lexus LS Base

Tomball, TX

UnscoredInsufficient · 0
$63,79520,676 mi

Tomball, TX

No Photo

2024 Lexus IS 500 F SPORT PERFORMANCE

Tomball, TX

UnscoredInsufficient · 0
$68,43034,138 mi

Tomball, TX

2026 Lexus RX PHEV 450h+

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

2026 Lexus RX PHEV 450h+

Tomball, TX

UnscoredInsufficient · 0
$69,22022,455 mi

Tomball, TX

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.

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