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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 9, 2026

7.3M+

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

268 listings found

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Pompano Beach, FL

UnscoredInsufficient · 3
$1,899147,485 mi

Comparison: 3 similar vehicles

Pompano Beach, FL

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

Pompano Beach, FL

Unscored
$1,999193,876 mi

Comparison: 10 similar vehicles

Pompano Beach, FL

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Pompano Beach, FL

UnscoredInsufficient · 3
$2,799157,015 mi

Comparison: 3 similar vehicles

Pompano Beach, FL

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Pompano Beach, FL

UnscoredInsufficient · 4
$2,899192,450 mi

Comparison: 4 similar vehicles

Pompano Beach, FL

2014 BMW X1 28i

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

2014 BMW X1 28i

Pompano Beach, FL

UnscoredInsufficient · 3
$3,399180,411 mi

Comparison: 3 similar vehicles

Pompano Beach, FL

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

Pompano Beach, FL

Salvage title
$3,399120,848 mi

Pompano Beach, FL

2012 BMW 5 Series 528i

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

2012 BMW 5 Series 528i

Pompano Beach, FL

Unscored
$4,799136,789 mi

Comparison: 6 similar vehicles

Pompano Beach, FL

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

Pompano Beach, FL

UnscoredInsufficient · 4
$5,195111,058 mi

Comparison: 4 similar vehicles

Pompano Beach, FL

2014 BMW X1 28i

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

2014 BMW X1 28i

Pompano Beach, FL

UnscoredInsufficient · 3
$5,398124,605 mi

Comparison: 3 similar vehicles

Pompano Beach, FL

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Pompano Beach, FL

Fair PriceLimited · 11
$5,900113,080 mi

Market: $5,500 – $11,971

Comparison: 11 similar vehicles

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

Pompano Beach, FL

2012 BMW 7 Series 740i

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

2012 BMW 7 Series 740i

Pompano Beach, FL

UnscoredInsufficient · 4
$5,950136,492 mi

Comparison: 4 similar vehicles

Pompano Beach, FL

2004 BMW 6 Series 645CiC

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

2004 BMW 6 Series 645CiC

Pompano Beach, FL

UnscoredInsufficient · 0
$5,95084,553 mi

Pompano Beach, FL

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

Pompano Beach, FL

Salvage title
$5,999159,833 mi

Pompano Beach, FL

2012 BMW 7 Series 740i

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

2012 BMW 7 Series 740i

Pompano Beach, FL

UnscoredInsufficient · 4
$6,450111,637 mi

Comparison: 4 similar vehicles

Pompano Beach, FL

2012 BMW X5 xDrive35i

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

2012 BMW X5 xDrive35i

Pompano Beach, FL

UnscoredInsufficient · 0
$6,900Mileage not verified

Pompano Beach, FL

2012 BMW 7 Series 740i

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

2012 BMW 7 Series 740i

Pompano Beach, FL

UnscoredInsufficient · 4
$6,95089,701 mi

Comparison: 4 similar vehicles

Pompano Beach, FL

2010 BMW 7 Series 750i

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

2010 BMW 7 Series 750i

Pompano Beach, FL

UnscoredInsufficient · 0
$6,95080,141 mi

Pompano Beach, FL

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

Pompano Beach, FL

Unscored
$6,994135,758 mi

Comparison: 5 similar vehicles

Pompano Beach, FL

2006 BMW X3 3.0i

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

2006 BMW X3 3.0i

Pompano Beach, FL

UnscoredInsufficient · 0
$6,995116,485 mi

Pompano Beach, FL

2005 BMW X3 3.0i

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

2005 BMW X3 3.0i

Pompano Beach, FL

UnscoredInsufficient · 0
$6,995Mileage not verified

Pompano Beach, FL

2015 BMW 3 Series 328d

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

2015 BMW 3 Series 328d

Pompano Beach, FL

UnscoredInsufficient · 0
$7,000127,157 mi

Pompano Beach, FL

2012 BMW 7 Series 750i

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

2012 BMW 7 Series 750i

Pompano Beach, FL

Unscored
$7,450126,878 mi

Comparison: 5 similar vehicles

Pompano Beach, FL

2010 BMW 6 Series 650i

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

2010 BMW 6 Series 650i

Pompano Beach, FL

UnscoredInsufficient · 0
$7,450132,610 mi

Pompano Beach, FL

2013 BMW 3 Series 320i

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

2013 BMW 3 Series 320i

Pompano Beach, FL

UnscoredInsufficient · 0
$7,50075,524 mi

Pompano Beach, FL

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Pompano Beach, FL

Fair PriceLimited · 11
$7,95092,432 mi

Market: $5,500 – $11,971

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Pompano Beach, FL

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Pompano Beach, FL

Unscored
$7,995128,610 mi

Comparison: 16 similar vehicles

Pompano Beach, FL

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Pompano Beach, FL

Unscored
$7,995147,686 mi

Comparison: 16 similar vehicles

Pompano Beach, FL

2015 BMW X1 28i

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

2015 BMW X1 28i

Pompano Beach, FL

Fair PriceLimited · 11
$7,99998,924 mi

Market: $4,898 – $16,498

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Pompano Beach, FL

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Pompano Beach, FL

Unscored
$8,455131,508 mi

Comparison: 14 similar vehicles

Pompano Beach, FL

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

Pompano Beach, FL

Unscored
$8,490136,019 mi

Comparison: 8 similar vehicles

Pompano Beach, FL

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Pompano Beach, FL

Fair PriceLimited · 15
$8,49591,051 mi

Market: $4,999 – $12,995

Comparison: 15 similar vehicles

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

Pompano Beach, FL

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

Pompano Beach, FL

Unscored
$8,50098,242 mi

Comparison: 8 similar vehicles

Pompano Beach, FL

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Pompano Beach, FL

Fair PriceLimited · 11
$8,80087,700 mi

Market: $5,395 – $13,000

Comparison: 11 similar vehicles

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

Pompano Beach, FL

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Pompano Beach, FL

Fair PriceLimited · 16
$8,900115,427 mi

Market: $4,990 – $11,607

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Pompano Beach, FL

2016 BMW 3 Series 328i

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

2016 BMW 3 Series 328i

Pompano Beach, FL

Fair PriceLimited · 11
$8,980102,419 mi

Market: $3,090 – $12,487

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Pompano Beach, FL

2014 BMW i3 Base

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

2014 BMW i3 Base

Pompano Beach, FL

UnscoredInsufficient · 0
$8,98975,672 mi

Pompano Beach, FL

2015 BMW X3 xDrive28i

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

2015 BMW X3 xDrive28i

Pompano Beach, FL

Unscored
$8,99097,895 mi

Comparison: 6 similar vehicles

Pompano Beach, FL

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

Pompano Beach, FL

UnscoredInsufficient · 0
$8,99468,123 mi

Pompano Beach, FL

2016 BMW X5 sDrive35i

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

2016 BMW X5 sDrive35i

Pompano Beach, FL

UnscoredInsufficient · 3
$8,995119,034 mi

Comparison: 3 similar vehicles

Pompano Beach, FL

2013 BMW X5 xDrive35i Sport Activity

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

2013 BMW X5 xDrive35i Sport Activity

Pompano Beach, FL

UnscoredInsufficient · 0
$8,99573,221 mi

Pompano Beach, FL

2017 BMW X3 sDrive28i

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

2017 BMW X3 sDrive28i

Pompano Beach, FL

Fair PriceModerate · 33
$8,999100,309 mi

Market: $5,990 – $14,525

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Pompano Beach, FL

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Pompano Beach, FL

Fair PriceLimited · 14
$9,500102,882 mi

Market: $3,499 – $16,645

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Pompano Beach, FL

1997 BMW Z3 ROADSTER

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

1997 BMW Z3 ROADSTER

Pompano Beach, FL

UnscoredInsufficient · 0
$9,68873,817 mi

Pompano Beach, FL

2015 BMW 5 Series 528i

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

2015 BMW 5 Series 528i

Pompano Beach, FL

Unscored
$9,995100,959 mi

Comparison: 8 similar vehicles

Pompano Beach, FL

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

Pompano Beach, FL

Unscored
$9,99598,462 mi

Comparison: 9 similar vehicles

Pompano Beach, FL

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

Pompano Beach, FL

Unscored
$9,999111,131 mi

Comparison: 8 similar vehicles

Pompano Beach, FL

2004 BMW 6 Series 645Ci

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

2004 BMW 6 Series 645Ci

Pompano Beach, FL

UnscoredInsufficient · 0
$10,19061,027 mi

Pompano Beach, FL

2015 BMW X1 28i

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

2015 BMW X1 28i

Pompano Beach, FL

Fair PriceLimited · 11
$10,29070,553 mi

Market: $4,898 – $16,498

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Pompano Beach, FL

2019 BMW X2 28i

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

2019 BMW X2 28i

Pompano Beach, FL

UnscoredInsufficient · 3
$10,500108,250 mi

Comparison: 3 similar vehicles

Pompano Beach, FL

2008 BMW 6 Series 650i

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

2008 BMW 6 Series 650i

Pompano Beach, FL

UnscoredInsufficient · 0
$10,89871,315 mi

Pompano Beach, FL

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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.

Related questions

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