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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

93 listings found

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

Gainesville, FL

Fair PriceModerate · 24
$11,29989,352 mi

Market: $6,999 – $16,590

Comparison: 24 similar vehicles

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

Gainesville, FL

2011 BMW 7 Series 750i

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

2011 BMW 7 Series 750i

Gainesville, FL

UnscoredInsufficient · 3
$12,99585,683 mi

Comparison: 3 similar vehicles

Gainesville, FL

2016 BMW 4 Series 435i

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

2016 BMW 4 Series 435i

Gainesville, FL

UnscoredInsufficient · 3
$14,95095,169 mi

Comparison: 3 similar vehicles

Gainesville, FL

2016 BMW 7 Series 740i

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

2016 BMW 7 Series 740i

Gainesville, FL

UnscoredInsufficient · 3
$15,99973,278 mi

Comparison: 3 similar vehicles

Gainesville, FL

2015 BMW X5 xDrive35d

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

2015 BMW X5 xDrive35d

Gainesville, FL

UnscoredInsufficient · 4
$16,097117,102 mi

Comparison: 4 similar vehicles

Gainesville, FL

2019 BMW X3 30i

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

2019 BMW X3 30i

Gainesville, FL

Fair PriceRobust · 139
$16,99577,362 mi

Market: $9,490 – $22,590

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Gainesville, FL

2020 BMW X1 28i

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

2020 BMW X1 28i

Gainesville, FL

Fair PriceLimited · 15
$19,99871,131 mi

Market: $12,590 – $21,990

Comparison: 15 similar vehicles

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

Gainesville, FL

2021 BMW X1 28i

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

2021 BMW X1 28i

Gainesville, FL

Fair PriceLimited · 17
$20,99854,150 mi

Market: $18,668 – $23,484

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Gainesville, FL

2022 BMW X3 30i

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

2022 BMW X3 30i

Gainesville, FL

Unscored
$21,68476,381 mi

Comparison: 5 similar vehicles

Gainesville, FL

2019 BMW 7 Series 750i

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

2019 BMW 7 Series 750i

Gainesville, FL

Unscored
$21,79988,369 mi

Comparison: 8 similar vehicles

Gainesville, FL

2023 BMW X3 30i

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

2023 BMW X3 30i

Gainesville, FL

Fair PriceModerate · 43
$23,35075,602 mi

Market: $21,199 – $30,890

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Gainesville, FL

2023 BMW 2 Series 228i

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

2023 BMW 2 Series 228i

Gainesville, FL

Fair PriceModerate · 22
$23,49036,133 mi

Market: $23,577 – $31,118

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 81 days listed (based on current market benchmarks)

Gainesville, FL

2018 BMW 5 Series 530i

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

2018 BMW 5 Series 530i

Gainesville, FL

UnscoredInsufficient · 0
$25,99819,345 mi

Gainesville, FL

2023 BMW 3 Series 330i

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

2023 BMW 3 Series 330i

Gainesville, FL

Great DealModerate · 36
$26,41954,277 mi

Market: $27,685 – $33,670

Comparison: 36 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 63 days listed (based on current market benchmarks)

Gainesville, FL

2020 BMW 2 Series 230i

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

2020 BMW 2 Series 230i

Gainesville, FL

UnscoredInsufficient · 0
$27,99838,145 mi

Gainesville, FL

2021 BMW X3 30e

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

2021 BMW X3 30e

Gainesville, FL

UnscoredInsufficient · 0
$28,60042,133 mi

Gainesville, FL

2016 BMW M4 Convertible Base

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

2016 BMW M4 Convertible Base

Gainesville, FL

Unscored
$30,50076,658 mi

Comparison: 7 similar vehicles

Gainesville, FL

2020 BMW 3 Series 330i

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

2020 BMW 3 Series 330i

Gainesville, FL

Unscored
$30,99813,831 mi

Comparison: 12 similar vehicles

Gainesville, FL

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

Gainesville, FL

UnscoredInsufficient · 0
$31,28329,535 mi

Gainesville, FL

2024 BMW i4 35

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

2024 BMW i4 35

Gainesville, FL

Great DealModerate · 21
$31,49029,837 mi

Market: $37,018 – $40,390

Comparison: 21 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 81 days listed (based on current market benchmarks)

Gainesville, FL

2025 BMW X1 28i

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

2025 BMW X1 28i

Gainesville, FL

Unscored
$31,99021,791 mi

Comparison: 7 similar vehicles

Gainesville, FL

2021 BMW X5 40i

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

2021 BMW X5 40i

Gainesville, FL

Fair PriceRobust · 63
$32,43451,627 mi

Market: $29,314 – $39,219

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Gainesville, FL

2023 BMW X3 30i

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

2023 BMW X3 30i

Gainesville, FL

Fair PriceRobust · 84
$32,85840,981 mi

Market: $26,407 – $39,890

Comparison: 84 similar vehicles

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

Gainesville, FL

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

Gainesville, FL

Fair PriceModerate · 45
$32,99015,481 mi

Market: $28,639 – $39,961

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Gainesville, FL

2024 BMW X3 30i

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

2024 BMW X3 30i

Gainesville, FL

Fair PriceRobust · 166
$34,49029,510 mi

Market: $32,895 – $43,918

Comparison: 166 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Gainesville, FL

2022 BMW X3 40i

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

2022 BMW X3 40i

Gainesville, FL

Fair PriceLimited · 13
$35,88079,430 mi

Market: $35,474 – $39,265

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Gainesville, FL

2019 BMW 4 Series 440i

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

2019 BMW 4 Series 440i

Gainesville, FL

UnscoredInsufficient · 0
$35,99824,237 mi

Gainesville, FL

2025 BMW X3 30

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

2025 BMW X3 30

Gainesville, FL

Fair PriceModerate · 32
$37,38326,406 mi

Market: $38,440 – $46,917

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 14 days listed (based on current market benchmarks)

Gainesville, FL

2026 BMW X2 28i

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

2026 BMW X2 28i

Gainesville, FL

Fair PriceModerate · 33
$37,99018,721 mi

Market: $33,997 – $44,349

Comparison: 33 similar vehicles

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

Gainesville, FL

2025 BMW X1 28i

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

2025 BMW X1 28i

Gainesville, FL

Fair PriceModerate · 33
$38,4515,802 mi

Market: $35,505 – $43,760

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 270 days listed (based on current market benchmarks)

Gainesville, FL

2025 BMW X3 30

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

2025 BMW X3 30

Gainesville, FL

Fair PriceModerate · 33
$40,44624,318 mi

Market: $37,383 – $46,917

Comparison: 33 similar vehicles

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

Gainesville, FL

2026 BMW X2 28i

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

2026 BMW X2 28i

Gainesville, FL

Fair PriceModerate · 34
$40,99810,261 mi

Market: $33,997 – $44,349

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Gainesville, FL

2026 BMW X3 30

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

2026 BMW X3 30

Gainesville, FL

Fair PriceModerate · 30
$41,78521,122 mi

Market: $37,193 – $47,561

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Gainesville, FL

2026 BMW X3 30

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

2026 BMW X3 30

Gainesville, FL

Fair PriceRobust · 157
$41,99015,123 mi

Market: $39,182 – $57,225

Comparison: 157 similar vehicles

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

Gainesville, FL

2026 BMW X1 28i

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

2026 BMW X1 28i

Gainesville, FL

Fair PriceRobust · 67
$41,99812,943 mi

Market: $33,572 – $49,500

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Gainesville, FL

2023 BMW iX Base

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

2023 BMW iX Base

Gainesville, FL

UnscoredInsufficient · 0
$43,49063,968 mi

Gainesville, FL

2024 BMW X5 40i

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

2024 BMW X5 40i

Gainesville, FL

Fair PriceRobust · 90
$43,79038,742 mi

Market: $38,678 – $57,998

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Gainesville, FL

2026 BMW X5 40i

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

2026 BMW X5 40i

Gainesville, FL

Fair PriceModerate · 27
$45,85035,721 mi

Market: $46,990 – $68,989

Comparison: 27 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 102 days listed (based on current market benchmarks)

Gainesville, FL

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

Gainesville, FL

Fair PriceRobust · 79
$47,42515,099 mi

Market: $34,210 – $49,997

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Gainesville, FL

2020 BMW 5 Series M550i

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

2020 BMW 5 Series M550i

Gainesville, FL

UnscoredInsufficient · 0
$47,99824,629 mi

Gainesville, FL

2026 BMW X1 28i

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

2026 BMW X1 28i

Gainesville, FL

Fair PriceLimited · 16
$49,829Mileage not verified

Market: $49,164 – $55,264

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Gainesville, FL

2024 BMW X5 40i

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

2024 BMW X5 40i

Gainesville, FL

UnscoredInsufficient · 4
$49,88217,109 mi

Comparison: 4 similar vehicles

Gainesville, FL

2026 BMW X5 40i

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

2026 BMW X5 40i

Gainesville, FL

Fair PriceModerate · 43
$49,88423,235 mi

Market: $46,498 – $69,997

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Gainesville, FL

2026 BMW X1 28i

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

2026 BMW X1 28i

Gainesville, FL

Fair PriceLimited · 16
$49,914Mileage not verified

Market: $49,164 – $55,264

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 322 days listed (based on current market benchmarks)

Gainesville, FL

2026 BMW X1 28i

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

2026 BMW X1 28i

Gainesville, FL

Fair PriceLimited · 16
$51,064Mileage not verified

Market: $49,164 – $55,264

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Gainesville, FL

2027 BMW X1 28i

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

2027 BMW X1 28i

Gainesville, FL

Unscored
$51,184Mileage not verified

Comparison: 5 similar vehicles

Gainesville, FL

2027 BMW X2 28i

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

2027 BMW X2 28i

Gainesville, FL

Unscored
$51,344Mileage not verified

Comparison: 5 similar vehicles

Gainesville, FL

2026 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Gainesville, FL

Fair PriceRobust · 199
$51,589Mileage not verified

Market: $45,330 – $57,619

Comparison: 199 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Gainesville, FL

2024 BMW X5 40i

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

2024 BMW X5 40i

Gainesville, FL

Fair PriceRobust · 88
$51,94832,858 mi

Market: $38,678 – $57,998

Comparison: 88 similar vehicles

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

Gainesville, FL

2024 BMW X5 40i

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

2024 BMW X5 40i

Gainesville, FL

Fair PriceRobust · 120
$51,99027,460 mi

Market: $41,897 – $60,390

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Gainesville, FL

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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