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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

778 listings found

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Okmulgee, OK

UnscoredLimited · 7
$2,995369,103 mi

Comparison: 7 similar vehicles

Okmulgee, OK

2009 Mazda MAZDA6 i Sport

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

2009 Mazda MAZDA6 i Sport

Mounds, OK

UnscoredInsufficient · 0
$3,495199,734 mi

Mounds, OK

2005 Saturn ION 2

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

2005 Saturn ION 2

Mounds, OK

UnscoredInsufficient · 0
$3,495100,516 mi

Mounds, OK

2017 Ford Taurus SE

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

2017 Ford Taurus SE

Mcalester, OK

UnscoredLimited · 6
$4,200212,000 mi

Comparison: 6 similar vehicles

Mcalester, OK

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Sapulpa, OK

UnscoredLimited · 5
$4,950191,705 mi

Comparison: 5 similar vehicles

Sapulpa, OK

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Sapulpa, OK

UnscoredInsufficient · 3
$4,950143,824 mi

Comparison: 3 similar vehicles

Sapulpa, OK

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Mounds, OK

UnscoredInsufficient · 0
$4,995107,814 mi

Mounds, OK

2001 Pontiac Grand Prix GTP

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

2001 Pontiac Grand Prix GTP

Mounds, OK

UnscoredInsufficient · 0
$4,99588,661 mi

Mounds, OK

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Tulsa, OK

Salvage title
$5,282129,781 mi

Tulsa, OK

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Tulsa, OK

UnscoredInsufficient · 0
$5,36392,786 mi

Tulsa, OK

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Seminole, OK

UnscoredModerate · 21
$5,794178,510 mi

Comparison: 21 similar vehicles

Seminole, OK

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Tulsa, OK

UnscoredInsufficient · 4
$5,800142,017 mi

Comparison: 4 similar vehicles

Tulsa, OK

2012 Honda Civic NGV

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

2012 Honda Civic NGV

Morris, OK

UnscoredInsufficient · 0
$5,900168,140 mi

Morris, OK

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Mcalester, OK

UnscoredLimited · 7
$5,99579,736 mi

Comparison: 7 similar vehicles

Mcalester, OK

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

McAlester, OK

UnscoredLimited · 11
$5,995142,002 mi

Comparison: 11 similar vehicles

McAlester, OK

2010 Mercedes-Benz C-Class C300 Sport

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

2010 Mercedes-Benz C-Class C300 Sport

Bixby, OK

UnscoredInsufficient · 0
$5,999125,738 mi

Bixby, OK

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Tulsa, OK

UnscoredLimited · 6
$6,199165,754 mi

Comparison: 6 similar vehicles

Tulsa, OK

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

Tulsa, OK

UnscoredInsufficient · 0
$6,200161,280 mi

Tulsa, OK

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Bixby, OK

Fair PriceLimited · 10
$6,499114,179 mi

Market: $6,450 – $8,995

Comparison: 10 similar vehicles

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

Bixby, OK

2008 Chevrolet Malibu LTZ

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

2008 Chevrolet Malibu LTZ

Bixby, OK

UnscoredInsufficient · 0
$6,499100,275 mi

Bixby, OK

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Tulsa, OK

UnscoredLimited · 5
$6,796170,260 mi

Comparison: 5 similar vehicles

Tulsa, OK

2017 BMW 3 Series 320i

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

2017 BMW 3 Series 320i

Henryetta, OK

UnscoredLimited · 9
$6,887222,000 mi

Comparison: 9 similar vehicles

Henryetta, OK

2020 Kia RIO LX

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

2020 Kia RIO LX

Sand Springs, OK

UnscoredInsufficient · 0
$6,995137,497 mi

Sand Springs, OK

2018 Kia Optima LX

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

2018 Kia Optima LX

Okmulgee, OK

Salvage title
$6,995158,591 mi

Okmulgee, OK

2016 Chevrolet Sonic LS

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

2016 Chevrolet Sonic LS

Sand Springs, OK

UnscoredInsufficient · 0
$6,995120,274 mi

Sand Springs, OK

2011 Ford Focus SE

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

2011 Ford Focus SE

Bixby, OK

UnscoredInsufficient · 4
$6,99985,061 mi

Comparison: 4 similar vehicles

Bixby, OK

2006 Mercedes-Benz S-Class S430

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

2006 Mercedes-Benz S-Class S430

Bixby, OK

UnscoredInsufficient · 0
$6,99987,645 mi

Bixby, OK

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Shawnee, OK

UnscoredLimited · 8
$7,395146,320 mi

Comparison: 8 similar vehicles

Shawnee, OK

2017 Kia Forte LX

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

2017 Kia Forte LX

Tulsa, OK

UnscoredLimited · 19
$7,500120,439 mi

Comparison: 19 similar vehicles

Tulsa, OK

2016 Nissan Altima SL

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

2016 Nissan Altima SL

McAlester, OK

UnscoredModerate · 26
$7,500137,401 mi

Comparison: 26 similar vehicles

McAlester, OK

2012 Honda Civic NGV

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

2012 Honda Civic NGV

Morris, OK

UnscoredInsufficient · 0
$7,50087,266 mi

Morris, OK

2016 Kia Optima EX

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

2016 Kia Optima EX

Shawnee, OK

Fair PriceLimited · 18
$7,795112,244 mi

Market: $6,999 – $17,095

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Shawnee, OK

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Sapulpa, OK

UnscoredInsufficient · 3
$7,950118,674 mi

Comparison: 3 similar vehicles

Sapulpa, OK

2012 Honda Civic LX

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

2012 Honda Civic LX

Tecumseh, OK

UnscoredModerate · 34
$7,950225,552 mi

Comparison: 34 similar vehicles

Tecumseh, OK

2012 Honda Accord SE

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

2012 Honda Accord SE

Sapulpa, OK

UnscoredInsufficient · 4
$7,988191,577 mi

Comparison: 4 similar vehicles

Sapulpa, OK

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Sapulpa, OK

UnscoredInsufficient · 4
$7,988186,690 mi

Comparison: 4 similar vehicles

Sapulpa, OK

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Sapulpa, OK

UnscoredInsufficient · 3
$7,988144,759 mi

Comparison: 3 similar vehicles

Sapulpa, OK

2018 Kia Optima SX

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

2018 Kia Optima SX

Tulsa, OK

UnscoredModerate · 20
$7,995175,345 mi

Comparison: 20 similar vehicles

Tulsa, OK

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Tulsa, OK

UnscoredLimited · 9
$7,99595,102 mi

Comparison: 9 similar vehicles

Tulsa, OK

2007 Mercedes-Benz C-Class C230 Sport

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

2007 Mercedes-Benz C-Class C230 Sport

Sapulpa, OK

UnscoredInsufficient · 0
$7,99588,198 mi

Sapulpa, OK

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Seminole, OK

Fair PriceLimited · 15
$8,394100,935 mi

Market: $6,219 – $11,495

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Seminole, OK

2016 Nissan Altima S

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

2016 Nissan Altima S

McAlester, OK

UnscoredModerate · 29
$8,500149,073 mi

Comparison: 29 similar vehicles

McAlester, OK

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Tulsa, OK

UnscoredLimited · 5
$8,60082,619 mi

Comparison: 5 similar vehicles

Tulsa, OK

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Bixby, OK

UnscoredLimited · 7
$8,799126,515 mi

Comparison: 7 similar vehicles

Bixby, OK

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Morris, OK

Fair PriceModerate · 24
$8,90086,468 mi

Market: $5,413 – $11,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Morris, OK

2012 Honda Civic NGV

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

2012 Honda Civic NGV

Morris, OK

UnscoredInsufficient · 0
$8,90034,447 mi

Morris, OK

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Sapulpa, OK

UnscoredLimited · 15
$8,988130,699 mi

Comparison: 15 similar vehicles

Sapulpa, OK

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Sapulpa, OK

UnscoredInsufficient · 3
$8,988115,459 mi

Comparison: 3 similar vehicles

Sapulpa, OK

2010 Mercury Milan Premier

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

2010 Mercury Milan Premier

Sapulpa, OK

UnscoredInsufficient · 0
$8,98878,672 mi

Sapulpa, OK

2001 Mercury Grand Marquis GS

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

2001 Mercury Grand Marquis GS

Sapulpa, OK

UnscoredInsufficient · 0
$8,98854,626 mi

Sapulpa, OK

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 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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