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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

46 listings found

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Morton, IL

UnscoredInsufficient · 0
$15,40744,760 mi

Morton, IL

2015 BMW X5 xDrive50i

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

2015 BMW X5 xDrive50i

Morton, IL

Fair PriceLimited · 11
$15,99592,232 mi

Market: $9,600 – $16,705

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Morton, IL

2022 BMW X2 28i

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

2022 BMW X2 28i

Morton, IL

Unscored
$20,24370,316 mi

Comparison: 8 similar vehicles

Morton, IL

2021 BMW 3 Series 330i

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

2021 BMW 3 Series 330i

Morton, IL

Unscored
$27,08354,384 mi

Comparison: 8 similar vehicles

Morton, IL

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

Morton, IL

Unscored
$31,9076,946 mi

Comparison: 8 similar vehicles

Morton, IL

2023 BMW i4 40

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

2023 BMW i4 40

Morton, IL

UnscoredInsufficient · 4
$34,97043,751 mi

Comparison: 4 similar vehicles

Morton, IL

2024 BMW i4 40

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

2024 BMW i4 40

Morton, IL

UnscoredInsufficient · 0
$35,40316,427 mi

Morton, IL

2023 BMW 3 Series 330e

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

2023 BMW 3 Series 330e

Morton, IL

UnscoredInsufficient · 3
$35,4076,670 mi

Comparison: 3 similar vehicles

Morton, IL

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

Morton, IL

Unscored
$38,81212,334 mi

Comparison: 6 similar vehicles

Morton, IL

2025 BMW X3 30

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

2025 BMW X3 30

Morton, IL

UnscoredInsufficient · 3
$39,4033,777 mi

Comparison: 3 similar vehicles

Morton, IL

2026 BMW X1 M35i

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

2026 BMW X1 M35i

Morton, IL

Unscored
$41,90016,305 mi

Comparison: 7 similar vehicles

Morton, IL

2025 BMW X2 35i

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

2025 BMW X2 35i

Morton, IL

UnscoredInsufficient · 0
$43,4072,500 mi

Morton, IL

2026 BMW 3 Series 330i

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

2026 BMW 3 Series 330i

Morton, IL

Great DealLimited · 12
$43,9634,698 mi

Market: $51,112 – $57,077

Comparison: 12 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 388 days listed (based on current market benchmarks)

Morton, IL

2022 BMW X5 40i

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

2022 BMW X5 40i

Morton, IL

Fair PriceModerate · 22
$44,40238,895 mi

Market: $35,315 – $45,998

Comparison: 22 similar vehicles

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

Morton, IL

2026 BMW X3 30

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

2026 BMW X3 30

Morton, IL

Fair PriceModerate · 28
$46,907160 mi

Market: $42,403 – $59,812

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Morton, IL

2024 BMW iX Base

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

2024 BMW iX Base

Morton, IL

UnscoredInsufficient · 0
$46,9832,470 mi

Morton, IL

2024 BMW X5 50e

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

2024 BMW X5 50e

Morton, IL

Fair PriceLimited · 19
$48,40246,480 mi

Market: $45,886 – $53,220

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Morton, IL

2023 BMW 4 Series M440i

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

2023 BMW 4 Series M440i

Morton, IL

Unscored
$48,40741,821 mi

Comparison: 6 similar vehicles

Morton, IL

2026 BMW 3 Series 330i

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

2026 BMW 3 Series 330i

Morton, IL

Fair PriceLimited · 12
$51,293839 mi

Market: $43,963 – $57,077

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Morton, IL

2026 BMW X2 28i

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

2026 BMW X2 28i

Morton, IL

Unscored
$51,402Mileage not verified

Comparison: 6 similar vehicles

Morton, IL

2024 BMW X5 50e

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

2024 BMW X5 50e

Morton, IL

Fair PriceLimited · 14
$51,40328,925 mi

Market: $51,250 – $58,509

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Morton, IL

2024 BMW X5 40i

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

2024 BMW X5 40i

Morton, IL

UnscoredInsufficient · 3
$53,61230,607 mi

Comparison: 3 similar vehicles

Morton, IL

2024 BMW X5 40i

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

2024 BMW X5 40i

Morton, IL

UnscoredInsufficient · 3
$53,9005,761 mi

Comparison: 3 similar vehicles

Morton, IL

2026 BMW 3 Series 330i

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

2026 BMW 3 Series 330i

Morton, IL

Fair PriceLimited · 12
$55,207145 mi

Market: $43,963 – $57,077

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Morton, IL

2026 BMW X3 M50

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

2026 BMW X3 M50

Morton, IL

Fair PriceModerate · 46
$55,4076,928 mi

Market: $53,876 – $77,424

Comparison: 46 similar vehicles

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

Morton, IL

2026 BMW X3 30

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

2026 BMW X3 30

Morton, IL

Fair PriceModerate · 43
$56,227Mileage not verified

Market: $54,700 – $60,677

Comparison: 43 similar vehicles

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

Morton, IL

2025 BMW iX 50

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

2025 BMW iX 50

Morton, IL

UnscoredInsufficient · 0
$56,3121,774 mi

Morton, IL

2024 BMW X6 40i

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

2024 BMW X6 40i

Morton, IL

UnscoredInsufficient · 0
$61,3125,733 mi

Morton, IL

2026 BMW 5 Series 530i

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

2026 BMW 5 Series 530i

Morton, IL

UnscoredInsufficient · 3
$63,1121,736 mi

Comparison: 3 similar vehicles

Morton, IL

2026 BMW X7 40i

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

2026 BMW X7 40i

Morton, IL

Unscored
$63,40727,063 mi

Comparison: 8 similar vehicles

Morton, IL

2026 BMW i4 40

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

2026 BMW i4 40

Morton, IL

Unscored
$65,2911,806 mi

Comparison: 6 similar vehicles

Morton, IL

2025 BMW 5 Series 550e

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

2025 BMW 5 Series 550e

Morton, IL

UnscoredInsufficient · 0
$65,4073,170 mi

Morton, IL

2026 BMW X5 40i

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

2026 BMW X5 40i

Morton, IL

Fair PriceLimited · 16
$66,1129,566 mi

Market: $61,900 – $84,812

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 383 days listed (based on current market benchmarks)

Morton, IL

2026 BMW i4 40

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

2026 BMW i4 40

Morton, IL

Unscored
$66,1122,620 mi

Comparison: 6 similar vehicles

Morton, IL

2025 BMW M2 Coupe M2

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

2025 BMW M2 Coupe M2

Morton, IL

Unscored
$67,4079,640 mi

Comparison: 18 similar vehicles

Morton, IL

2026 BMW X5 50e

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

2026 BMW X5 50e

Morton, IL

Unscored
$67,9122,112 mi

Comparison: 15 similar vehicles

Morton, IL

2026 BMW Z4 M40i

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

2026 BMW Z4 M40i

Morton, IL

UnscoredInsufficient · 3
$73,4072,403 mi

Comparison: 3 similar vehicles

Morton, IL

2025 BMW M4 Coupe M4

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

2025 BMW M4 Coupe M4

Morton, IL

Unscored
$86,40717,700 mi

Comparison: 7 similar vehicles

Morton, IL

2027 BMW X5 40

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

2027 BMW X5 40

Morton, IL

Fair PriceModerate · 21
$87,062Mileage not verified

Market: $85,840 – $94,112

Comparison: 21 similar vehicles

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

Morton, IL

2027 BMW 40

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

2027 BMW 40

Morton, IL

Unscored
$88,752Mileage not verified

Comparison: 9 similar vehicles

Morton, IL

2027 BMW 40

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

2027 BMW 40

Morton, IL

Unscored
$89,752Mileage not verified

Comparison: 9 similar vehicles

Morton, IL

2027 BMW X6 40i

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

2027 BMW X6 40i

Morton, IL

Fair PriceLimited · 12
$90,087Mileage not verified

Market: $90,575 – $91,362

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 6 days listed (based on current market benchmarks)

Morton, IL

2026 BMW X7 40i

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

2026 BMW X7 40i

Morton, IL

Unscored
$90,1121,308 mi

Comparison: 6 similar vehicles

Morton, IL

2027 BMW X5 40

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

2027 BMW X5 40

Morton, IL

Fair PriceModerate · 21
$93,807Mileage not verified

Market: $85,840 – $94,112

Comparison: 21 similar vehicles

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

Morton, IL

2027 BMW 40

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

2027 BMW 40

Morton, IL

Unscored
$94,802Mileage not verified

Comparison: 9 similar vehicles

Morton, IL

2027 BMW XM Base

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

2027 BMW XM Base

Morton, IL

UnscoredInsufficient · 4
$162,207Mileage not verified

Comparison: 4 similar vehicles

Morton, IL

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.
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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