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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 13, 2026

7.2M+

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

594 listings found

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$1,500147,393 mi

Comparison: 15 similar vehicles

Chicago, IL

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Chicago, IL

Fair PriceLimited · 18
$2,00096,239 mi

Market: $2,000 – $15,853

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Chicago, IL

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$2,000179,000 mi

Comparison: 18 similar vehicles

Chicago, IL

2013 Cadillac CTS Sedan Luxury Collection

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

2013 Cadillac CTS Sedan Luxury Collection

Chicago, IL

Unscored
$2,00081,795 mi

Comparison: 12 similar vehicles

Chicago, IL

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$2,000129,942 mi

Comparison: 15 similar vehicles

Chicago, IL

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Chicago, IL

Fair PriceLimited · 15
$2,00061,216 mi

Market: $1,500 – $11,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 730 days listed (based on current market benchmarks)

Chicago, IL

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Chicago, IL

UnscoredInsufficient · 3
$2,995185,723 mi

Comparison: 3 similar vehicles

Chicago, IL

2008 Cadillac DTS 1SE

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

2008 Cadillac DTS 1SE

Naperville, IL

UnscoredInsufficient · 0
$4,450103,613 mi

Naperville, IL

2010 Cadillac CTS Performance Collection

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

2010 Cadillac CTS Performance Collection

Chicago, IL

UnscoredInsufficient · 3
$4,500145,585 mi

Comparison: 3 similar vehicles

Chicago, IL

No Photo

2011 Cadillac DTS Premium Collection

Chicago, IL

UnscoredInsufficient · 3
$4,995160,695 mi

Comparison: 3 similar vehicles

Chicago, IL

2008 Cadillac Escalade Base

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

2008 Cadillac Escalade Base

Cicero, IL

Unscored
$4,995157,070 mi

Comparison: 7 similar vehicles

Cicero, IL

1992 Cadillac Allante

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

1992 Cadillac Allante

Chicago, IL

UnscoredInsufficient · 0
$4,995Mileage not verified

Chicago, IL

2011 Cadillac SRX Base

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

2011 Cadillac SRX Base

Chicago, IL

UnscoredInsufficient · 4
$5,367Mileage not verified

Comparison: 4 similar vehicles

Chicago, IL

2006 Cadillac DTS Luxury

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

2006 Cadillac DTS Luxury

Chicago, IL

UnscoredInsufficient · 0
$5,495167,076 mi

Chicago, IL

2012 Cadillac CTS Sport Sedan Luxury Collection

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

2012 Cadillac CTS Sport Sedan Luxury Collection

Naperville, IL

Unscored
$5,999161,270 mi

Comparison: 16 similar vehicles

Naperville, IL

1990 Cadillac Brougham

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

1990 Cadillac Brougham

Chicago, IL

UnscoredInsufficient · 0
$6,49965,219 mi

Chicago, IL

2007 Cadillac STS V6

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

2007 Cadillac STS V6

Chicago, IL

UnscoredInsufficient · 3
$6,695Mileage not verified

Comparison: 3 similar vehicles

Chicago, IL

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$6,895192,456 mi

Comparison: 16 similar vehicles

Chicago, IL

2005 Cadillac CTS Base

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

2005 Cadillac CTS Base

Chicago, IL

UnscoredInsufficient · 0
$6,99559,315 mi

Chicago, IL

2017 Cadillac XTS Luxury

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

2017 Cadillac XTS Luxury

Naperville, IL

Unscored
$6,998187,659 mi

Comparison: 9 similar vehicles

Naperville, IL

2014 Cadillac ATS Premium Collection

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

2014 Cadillac ATS Premium Collection

Chicago, IL

UnscoredInsufficient · 4
$7,367155,922 mi

Comparison: 4 similar vehicles

Chicago, IL

2006 Cadillac CTS 3.6

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

2006 Cadillac CTS 3.6

Chicago, IL

UnscoredInsufficient · 0
$7,50049,630 mi

Chicago, IL

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Chicago, IL

Unscored
$7,850195,278 mi

Comparison: 14 similar vehicles

Chicago, IL

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Chicago, IL

Unscored
$7,995191,202 mi

Comparison: 21 similar vehicles

Chicago, IL

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$7,995150,545 mi

Comparison: 16 similar vehicles

Chicago, IL

2013 Cadillac Escalade Premium

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

2013 Cadillac Escalade Premium

Naperville, IL

UnscoredInsufficient · 4
$8,399246,038 mi

Comparison: 4 similar vehicles

Naperville, IL

2008 Cadillac Escalade Platinum Edition

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

2008 Cadillac Escalade Platinum Edition

Chicago, IL

UnscoredInsufficient · 0
$8,499127,031 mi

Chicago, IL

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$8,850153,401 mi

Comparison: 13 similar vehicles

Chicago, IL

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Aurora, IL

UnscoredInsufficient · 4
$8,89596,158 mi

Comparison: 4 similar vehicles

Aurora, IL

1999 Cadillac DeVille Base

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

1999 Cadillac DeVille Base

Naperville, IL

UnscoredInsufficient · 0
$8,93956,719 mi

Naperville, IL

2015 Cadillac ATS Luxury Collection

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

2015 Cadillac ATS Luxury Collection

Chicago, IL

UnscoredInsufficient · 3
$8,995159,126 mi

Comparison: 3 similar vehicles

Chicago, IL

2008 Cadillac Escalade Base

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

2008 Cadillac Escalade Base

Chicago, IL

Unscored
$8,995165,805 mi

Comparison: 8 similar vehicles

Chicago, IL

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Chicago, IL

UnscoredInsufficient · 0
$8,995117,077 mi

Chicago, IL

1993 Cadillac Fleetwood

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

1993 Cadillac Fleetwood

Chicago, IL

UnscoredInsufficient · 0
$8,995165,175 mi

Chicago, IL

2012 Cadillac CTS Sport Sedan Premium Collection

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

2012 Cadillac CTS Sport Sedan Premium Collection

Naperville, IL

UnscoredInsufficient · 3
$8,998121,463 mi

Comparison: 3 similar vehicles

Naperville, IL

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$9,367133,479 mi

Comparison: 19 similar vehicles

Chicago, IL

2008 Cadillac DTS 1SC

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

2008 Cadillac DTS 1SC

Chicago, IL

Unscored
$9,85095,507 mi

Comparison: 7 similar vehicles

Chicago, IL

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Chicago, IL

Unscored
$9,896219,130 mi

Comparison: 14 similar vehicles

Chicago, IL

2010 Cadillac DTS Luxury Collection

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

2010 Cadillac DTS Luxury Collection

Chicago, IL

UnscoredInsufficient · 3
$9,92996,415 mi

Comparison: 3 similar vehicles

Chicago, IL

2011 Cadillac Escalade EXT Luxury

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

2011 Cadillac Escalade EXT Luxury

Chicago, IL

UnscoredInsufficient · 0
$10,367Mileage not verified

Chicago, IL

2014 Cadillac ATS Luxury Collection

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

2014 Cadillac ATS Luxury Collection

Aurora, IL

UnscoredInsufficient · 4
$10,59594,153 mi

Comparison: 4 similar vehicles

Aurora, IL

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Chicago, IL

Unscored
$10,900152,485 mi

Comparison: 7 similar vehicles

Chicago, IL

2013 Cadillac XTS Premium Collection

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

2013 Cadillac XTS Premium Collection

Aurora, IL

Fair PriceLimited · 13
$10,90099,493 mi

Market: $5,850 – $15,255

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 280 days listed (based on current market benchmarks)

Aurora, IL

2014 Cadillac CTS Coupe Performance Collection

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

2014 Cadillac CTS Coupe Performance Collection

Chicago, IL

UnscoredInsufficient · 0
$10,99597,837 mi

Chicago, IL

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Chicago, IL

Unscored
$10,999126,300 mi

Comparison: 19 similar vehicles

Chicago, IL

2018 Cadillac ATS Sedan Base

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

2018 Cadillac ATS Sedan Base

Chicago, IL

Unscored
$11,367131,219 mi

Comparison: 10 similar vehicles

Chicago, IL

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Chicago, IL

Unscored
$11,367120,365 mi

Comparison: 33 similar vehicles

Chicago, IL

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Chicago, IL

Fair PriceLimited · 12
$11,495117,082 mi

Market: $9,900 – $14,423

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1045 days listed (based on current market benchmarks)

Chicago, IL

2016 Cadillac ATS Standard

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

2016 Cadillac ATS Standard

Aurora, IL

Unscored
$11,595105,021 mi

Comparison: 5 similar vehicles

Aurora, IL

2014 Cadillac ATS Premium Collection

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

2014 Cadillac ATS Premium Collection

Aurora, IL

UnscoredInsufficient · 3
$11,662100,999 mi

Comparison: 3 similar vehicles

Aurora, IL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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