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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 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

204 listings found

2014 BMW 5 Series 528i

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

2014 BMW 5 Series 528i

Newport News, VA

UnscoredLimited · 5
$7,999127,783 mi

Comparison: 5 similar vehicles

Newport News, VA

2004 BMW Z4 2.5

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

2004 BMW Z4 2.5

Newport News, VA

UnscoredInsufficient · 3
$8,200109,271 mi

Comparison: 3 similar vehicles

Newport News, VA

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Newport News, VA

UnscoredLimited · 11
$8,975132,752 mi

Comparison: 11 similar vehicles

Newport News, VA

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Newport News, VA

UnscoredLimited · 8
$9,60095,275 mi

Comparison: 8 similar vehicles

Newport News, VA

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Newport News, VA

UnscoredModerate · 33
$9,985146,451 mi

Comparison: 33 similar vehicles

Newport News, VA

2013 BMW 5 Series 528i

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

2013 BMW 5 Series 528i

Newport News, VA

UnscoredLimited · 7
$9,995102,080 mi

Comparison: 7 similar vehicles

Newport News, VA

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Newport News, VA

UnscoredLimited · 8
$10,990127,039 mi

Comparison: 8 similar vehicles

Newport News, VA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Newport News, VA

Fair PriceModerate · 32
$12,40086,044 mi

Market: $7,498 – $22,998

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Newport News, VA

2014 BMW 3 Series 335i

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

2014 BMW 3 Series 335i

Newport News, VA

Fair PriceLimited · 11
$13,00092,668 mi

Market: $7,995 – $17,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Newport News, VA

2017 BMW 3 Series 320i

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

2017 BMW 3 Series 320i

Newport News, VA

UnscoredInsufficient · 3
$13,36992,376 mi

Comparison: 3 similar vehicles

Newport News, VA

2017 BMW 4 Series 430i

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

2017 BMW 4 Series 430i

Newport News, VA

UnscoredLimited · 5
$13,877103,581 mi

Comparison: 5 similar vehicles

Newport News, VA

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

Newport News, VA

UnscoredInsufficient · 4
$13,98577,938 mi

Comparison: 4 similar vehicles

Newport News, VA

2014 BMW 3 Series 335i

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

2014 BMW 3 Series 335i

Newport News, VA

Fair PriceLimited · 11
$14,50075,791 mi

Market: $7,995 – $17,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Newport News, VA

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Newport News, VA

UnscoredInsufficient · 3
$16,99970,012 mi

Comparison: 3 similar vehicles

Newport News, VA

2011 BMW 3 Series M3

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

2011 BMW 3 Series M3

Newport News, VA

UnscoredInsufficient · 3
$17,700132,341 mi

Comparison: 3 similar vehicles

Newport News, VA

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

Newport News, VA

Fair PriceLimited · 15
$18,20092,369 mi

Market: $11,000 – $19,049

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Newport News, VA

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

Newport News, VA

OverpricedLimited · 14
$19,04980,665 mi

Market: $11,000 – $18,997

Comparison: 14 similar vehicles

Newport News, VA

2019 BMW 3 Series 330i

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

2019 BMW 3 Series 330i

Newport News, VA

Fair PriceLimited · 12
$19,40074,500 mi

Market: $17,369 – $22,778

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Newport News, VA

2021 BMW X1 28i

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

2021 BMW X1 28i

Newport News, VA

Fair PriceLimited · 17
$22,99854,439 mi

Market: $19,800 – $23,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Newport News, VA

2020 BMW X3 30i

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

2020 BMW X3 30i

Newport News, VA

Fair PriceModerate · 30
$24,99845,263 mi

Market: $23,000 – $28,854

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Newport News, VA

2020 BMW X3 30i

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

2020 BMW X3 30i

Newport News, VA

OverpricedLimited · 13
$24,99868,153 mi

Market: $11,900 – $21,390

Comparison: 13 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Newport News, VA

2022 BMW X1 28i

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

2022 BMW X1 28i

Newport News, VA

UnscoredInsufficient · 0
$25,99832,014 mi

Newport News, VA

2021 BMW X3 30i

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

2021 BMW X3 30i

Newport News, VA

UnscoredLimited · 8
$26,24835,633 mi

Comparison: 8 similar vehicles

Newport News, VA

2022 BMW X3 30i

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

2022 BMW X3 30i

Newport News, VA

UnscoredLimited · 8
$27,49567,676 mi

Comparison: 8 similar vehicles

Newport News, VA

2017 BMW 5 Series 540i

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

2017 BMW 5 Series 540i

Newport News, VA

UnscoredInsufficient · 0
$27,99839,958 mi

Newport News, VA

2022 BMW X3 30i

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

2022 BMW X3 30i

Newport News, VA

Fair PriceLimited · 15
$29,24034,568 mi

Market: $29,970 – $31,885

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 167 days listed (based on current market benchmarks)

Newport News, VA

2020 BMW 4 Series 430i

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

2020 BMW 4 Series 430i

Newport News, VA

OverpricedLimited · 11
$30,40864,737 mi

Market: $15,591 – $27,210

Comparison: 11 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Newport News, VA

2024 BMW X1 28i

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

2024 BMW X1 28i

Newport News, VA

UnscoredInsufficient · 0
$30,99838,594 mi

Newport News, VA

2023 BMW X1 28i

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

2023 BMW X1 28i

Newport News, VA

Fair PriceLimited · 11
$32,39222,413 mi

Market: $30,995 – $32,510

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Newport News, VA

2025 BMW X1 28i

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

2025 BMW X1 28i

Newport News, VA

Great DealModerate · 22
$32,99519,391 mi

Market: $36,376 – $43,368

Comparison: 22 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 84 days listed (based on current market benchmarks)

Newport News, VA

2022 BMW X4 30i

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

2022 BMW X4 30i

Newport News, VA

UnscoredInsufficient · 0
$34,99848,909 mi

Newport News, VA

2024 BMW 2 Series M235i

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

2024 BMW 2 Series M235i

Newport News, VA

UnscoredInsufficient · 0
$35,99523,759 mi

Newport News, VA

2024 BMW X1 28i

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

2024 BMW X1 28i

Newport News, VA

UnscoredInsufficient · 4
$36,24923,247 mi

Comparison: 4 similar vehicles

Newport News, VA

2024 BMW X3 30i

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

2024 BMW X3 30i

Newport News, VA

UnscoredLimited · 8
$36,34944,973 mi

Comparison: 8 similar vehicles

Newport News, VA

2022 BMW 4 Series 430i

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

2022 BMW 4 Series 430i

Newport News, VA

Fair PriceLimited · 11
$36,99830,152 mi

Market: $33,733 – $42,443

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Newport News, VA

2023 BMW X3 30i

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

2023 BMW X3 30i

Newport News, VA

Fair PriceLimited · 10
$37,50028,680 mi

Market: $33,747 – $38,967

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Newport News, VA

2022 BMW 3 Series 330i

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

2022 BMW 3 Series 330i

Newport News, VA

UnscoredInsufficient · 0
$37,9987,497 mi

Newport News, VA

2025 BMW 3 Series 330i

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

2025 BMW 3 Series 330i

Newport News, VA

UnscoredInsufficient · 4
$38,9959,147 mi

Comparison: 4 similar vehicles

Newport News, VA

2024 BMW X3 30i

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

2024 BMW X3 30i

Newport News, VA

Fair PriceModerate · 29
$39,26528,173 mi

Market: $34,088 – $39,876

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Newport News, VA

2025 BMW 2 Series 228

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

2025 BMW 2 Series 228

Newport News, VA

UnscoredLimited · 5
$39,4897,470 mi

Comparison: 5 similar vehicles

Newport News, VA

2026 BMW 2 Series 228

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

2026 BMW 2 Series 228

Newport News, VA

UnscoredInsufficient · 4
$40,33714,978 mi

Comparison: 4 similar vehicles

Newport News, VA

2023 BMW X5 40i

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

2023 BMW X5 40i

Newport News, VA

Great DealLimited · 13
$40,88345,699 mi

Market: $42,614 – $44,481

Comparison: 13 similar vehicles

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

Newport News, VA

2021 BMW X7 M50i

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

2021 BMW X7 M50i

Newport News, VA

UnscoredLimited · 5
$42,45760,001 mi

Comparison: 5 similar vehicles

Newport News, VA

2025 BMW 2 Series 230i

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

2025 BMW 2 Series 230i

Newport News, VA

Fair PriceLimited · 18
$42,5836,226 mi

Market: $42,813 – $46,634

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 201 days listed (based on current market benchmarks)

Newport News, VA

2026 BMW 2 Series 228

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

2026 BMW 2 Series 228

Newport News, VA

Fair PriceLimited · 16
$42,6553,441 mi

Market: $37,341 – $49,174

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Newport News, VA

2025 BMW 2 Series 230i

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

2025 BMW 2 Series 230i

Newport News, VA

Fair PriceLimited · 18
$42,8136,570 mi

Market: $42,583 – $46,634

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Newport News, VA

2024 BMW i4 40

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

2024 BMW i4 40

Newport News, VA

OverpricedModerate · 24
$43,99519,295 mi

Market: $40,720 – $42,152

Comparison: 24 similar vehicles

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

Newport News, VA

2024 BMW X3 30i

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

2024 BMW X3 30i

Newport News, VA

OverpricedLimited · 10
$44,99510,721 mi

Market: $37,495 – $39,898

Comparison: 10 similar vehicles

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

Newport News, VA

2023 BMW i4 M50

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

2023 BMW i4 M50

Newport News, VA

UnscoredLimited · 6
$44,99826,697 mi

Comparison: 6 similar vehicles

Newport News, VA

2026 BMW 2 Series 228

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

2026 BMW 2 Series 228

Newport News, VA

UnscoredLimited · 6
$45,284Mileage not verified

Comparison: 6 similar vehicles

Newport News, VA

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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