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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

321 listings found

2004 BMW 5 Series 525i

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

2004 BMW 5 Series 525i

Colorado Springs, CO

UnscoredInsufficient · 0
$3,500185,030 mi

Colorado Springs, CO

2008 BMW 5 Series 528i

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

2008 BMW 5 Series 528i

Colorado Springs, CO

UnscoredInsufficient · 0
$5,241160,768 mi

Colorado Springs, CO

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

Colorado Springs, CO

UnscoredLimited · 5
$5,400147,577 mi

Comparison: 5 similar vehicles

Colorado Springs, CO

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

Colorado Springs, CO

UnscoredLimited · 7
$5,450135,431 mi

Comparison: 7 similar vehicles

Colorado Springs, CO

1997 BMW Z3 ROADSTER

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

1997 BMW Z3 ROADSTER

Colorado Springs, CO

UnscoredInsufficient · 0
$5,90047,039 mi

Colorado Springs, CO

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredInsufficient · 0
$5,995136,363 mi

Colorado Springs, CO

2008 BMW X3 3.0si

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

2008 BMW X3 3.0si

Colorado Springs, CO

UnscoredInsufficient · 0
$5,999131,685 mi

Colorado Springs, CO

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Colorado Springs, CO

UnscoredInsufficient · 0
$6,241142,438 mi

Colorado Springs, CO

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

Colorado Springs, CO

UnscoredInsufficient · 3
$6,500134,651 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredLimited · 10
$7,290125,386 mi

Comparison: 10 similar vehicles

Colorado Springs, CO

2015 BMW X1 28i

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

2015 BMW X1 28i

Colorado Springs, CO

UnscoredLimited · 10
$7,393123,241 mi

Comparison: 10 similar vehicles

Colorado Springs, CO

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredLimited · 7
$7,440141,402 mi

Comparison: 7 similar vehicles

Colorado Springs, CO

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredLimited · 10
$7,450128,983 mi

Comparison: 10 similar vehicles

Colorado Springs, CO

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredLimited · 10
$7,450120,852 mi

Comparison: 10 similar vehicles

Colorado Springs, CO

2011 BMW X5 xDrive50i

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

2011 BMW X5 xDrive50i

Colorado Springs, CO

UnscoredInsufficient · 0
$7,495115,568 mi

Colorado Springs, CO

2013 BMW X5 xDrive35i Premium

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

2013 BMW X5 xDrive35i Premium

Colorado Springs, CO

UnscoredInsufficient · 0
$7,800112,380 mi

Colorado Springs, CO

2014 BMW X3 xDrive35i

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

2014 BMW X3 xDrive35i

Colorado Springs, CO

UnscoredLimited · 6
$7,850154,979 mi

Comparison: 6 similar vehicles

Colorado Springs, CO

2014 BMW X1 35i

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

2014 BMW X1 35i

Colorado Springs, CO

Salvage title
$7,950106,760 mi

Colorado Springs, CO

2014 BMW X1 28i

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

2014 BMW X1 28i

Colorado Springs, CO

Fair PriceLimited · 12
$7,99591,779 mi

Market: $4,750 – $11,988

Comparison: 12 similar vehicles

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

Colorado Springs, CO

2014 BMW X1 28i

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

2014 BMW X1 28i

Colorado Springs, CO

Fair PriceLimited · 12
$8,190104,580 mi

Market: $4,750 – $11,988

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Colorado Springs, CO

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

Colorado Springs, CO

UnscoredLimited · 6
$8,893133,452 mi

Comparison: 6 similar vehicles

Colorado Springs, CO

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Colorado Springs, CO

UnscoredInsufficient · 0
$8,894101,588 mi

Colorado Springs, CO

2008 BMW 5 Series 550i

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

2008 BMW 5 Series 550i

Colorado Springs, CO

UnscoredInsufficient · 0
$8,995133,931 mi

Colorado Springs, CO

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredLimited · 6
$9,29988,186 mi

Comparison: 6 similar vehicles

Colorado Springs, CO

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredLimited · 8
$9,700123,796 mi

Comparison: 8 similar vehicles

Colorado Springs, CO

2015 BMW X1 28i

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

2015 BMW X1 28i

Colorado Springs, CO

Fair PriceLimited · 10
$9,99590,881 mi

Market: $3,500 – $10,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Colorado Springs, CO

2015 BMW X1 35i

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

2015 BMW X1 35i

Colorado Springs, CO

UnscoredInsufficient · 3
$9,99597,752 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

Colorado Springs, CO

UnscoredInsufficient · 3
$9,995106,459 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2011 BMW 1 Series 135i

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

2011 BMW 1 Series 135i

Colorado Springs, CO

UnscoredInsufficient · 0
$9,999170,726 mi

Colorado Springs, CO

2016 BMW i3 Tera World

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

2016 BMW i3 Tera World

Colorado Springs, CO

UnscoredInsufficient · 0
$10,24163,333 mi

Colorado Springs, CO

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Colorado Springs, CO

UnscoredLimited · 5
$10,50079,178 mi

Comparison: 5 similar vehicles

Colorado Springs, CO

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Colorado Springs, CO

OverpricedLimited · 10
$10,89692,628 mi

Market: $7,290 – $9,700

Comparison: 10 similar vehicles

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

Colorado Springs, CO

2008 BMW 3 Series 335i

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

2008 BMW 3 Series 335i

Colorado Springs, CO

UnscoredInsufficient · 0
$10,99461,767 mi

Colorado Springs, CO

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Colorado Springs, CO

UnscoredLimited · 9
$10,995114,816 mi

Comparison: 9 similar vehicles

Colorado Springs, CO

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Colorado Springs, CO

UnscoredLimited · 9
$10,999142,789 mi

Comparison: 9 similar vehicles

Colorado Springs, CO

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Colorado Springs, CO

UnscoredInsufficient · 3
$10,99994,795 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Colorado Springs, CO

UnscoredInsufficient · 3
$11,000113,369 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

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

Colorado Springs, CO

UnscoredLimited · 7
$11,29584,398 mi

Comparison: 7 similar vehicles

Colorado Springs, CO

2015 BMW X5 xDrive35i

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

2015 BMW X5 xDrive35i

Colorado Springs, CO

UnscoredLimited · 8
$11,300139,793 mi

Comparison: 8 similar vehicles

Colorado Springs, CO

2015 BMW X3 xDrive28d

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

2015 BMW X3 xDrive28d

Colorado Springs, CO

UnscoredInsufficient · 0
$11,995103,836 mi

Colorado Springs, CO

2014 BMW 5 Series 535d

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

2014 BMW 5 Series 535d

Colorado Springs, CO

UnscoredInsufficient · 0
$11,995137,210 mi

Colorado Springs, CO

2014 BMW 5 Series 535d

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

2014 BMW 5 Series 535d

Colorado Springs, CO

UnscoredInsufficient · 0
$11,995135,260 mi

Colorado Springs, CO

2017 BMW X1 28i

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

2017 BMW X1 28i

Colorado Springs, CO

Fair PriceModerate · 33
$11,99970,000 mi

Market: $10,647 – $15,700

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Colorado Springs, CO

2014 BMW 3 Series 328d

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

2014 BMW 3 Series 328d

Colorado Springs, CO

UnscoredInsufficient · 0
$11,999110,800 mi

Colorado Springs, CO

2018 BMW X1 28i

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

2018 BMW X1 28i

Colorado Springs, CO

Salvage title
$12,00059,636 mi

Colorado Springs, CO

No Photo

2014 BMW 3 Series 328i

Colorado Springs, CO

UnscoredLimited · 7
$12,00080,153 mi

Comparison: 7 similar vehicles

Colorado Springs, CO

2014 BMW X6 xDrive35i

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

2014 BMW X6 xDrive35i

Colorado Springs, CO

UnscoredInsufficient · 0
$12,395108,153 mi

Colorado Springs, CO

2014 BMW X5 xDrive35i

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

2014 BMW X5 xDrive35i

Colorado Springs, CO

UnscoredInsufficient · 3
$12,395118,963 mi

Comparison: 3 similar vehicles

Colorado Springs, CO

2015 BMW X4 xDrive28i

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

2015 BMW X4 xDrive28i

Colorado Springs, CO

UnscoredInsufficient · 0
$12,698112,263 mi

Colorado Springs, CO

2016 BMW X1 28i

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

2016 BMW X1 28i

Colorado Springs, CO

Fair PriceLimited · 15
$12,70088,953 mi

Market: $8,950 – $16,590

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Colorado Springs, CO

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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