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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 21, 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

467 listings found

1997 Honda Civic EX

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

1997 Honda Civic EX

Norman, OK

UnscoredInsufficient · 0
$2,799199,000 mi

Norman, OK

2005 Honda Accord EX

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

2005 Honda Accord EX

Oklahoma City, OK

UnscoredLimited · 6
$3,390255,362 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2008 Honda Accord EX

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

2008 Honda Accord EX

Oklahoma City, OK

UnscoredLimited · 9
$3,500279,422 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2009 Scion tC Base

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

2009 Scion tC Base

Norman, OK

UnscoredInsufficient · 0
$4,387188,230 mi

Norman, OK

2010 Honda Civic LX

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

2010 Honda Civic LX

Oklahoma City, OK

Salvage title
$4,850168,555 mi

Oklahoma City, OK

2012 Nissan Altima S

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

2012 Nissan Altima S

Moore, OK

UnscoredInsufficient · 4
$4,950146,650 mi

Comparison: 4 similar vehicles

Moore, OK

2001 Toyota Celica GT

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

2001 Toyota Celica GT

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995248,843 mi

Oklahoma City, OK

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawton, OK

UnscoredLimited · 6
$5,995180,198 mi

Comparison: 6 similar vehicles

Lawton, OK

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Norman, OK

UnscoredInsufficient · 3
$6,500137,423 mi

Comparison: 3 similar vehicles

Norman, OK

2012 Honda Civic LX

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

2012 Honda Civic LX

Bethany, OK

UnscoredLimited · 9
$6,850159,286 mi

Comparison: 9 similar vehicles

Bethany, OK

2012 Hyundai Genesis Coupe Track

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

2012 Hyundai Genesis Coupe Track

Oklahoma City, OK

Salvage title
$6,995117,733 mi

Oklahoma City, OK

2009 Pontiac G5 Base

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

2009 Pontiac G5 Base

Lawton, OK

UnscoredInsufficient · 0
$6,995115,944 mi

Lawton, OK

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Lawton, OK

UnscoredInsufficient · 0
$7,000155,500 mi

Lawton, OK

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Oklahoma City, OK

UnscoredLimited · 6
$7,489163,990 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Oklahoma City, OK

UnscoredInsufficient · 4
$7,500156,000 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Lawton, OK

UnscoredModerate · 25
$7,800152,166 mi

Comparison: 25 similar vehicles

Lawton, OK

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Oklahoma City, OK

UnscoredInsufficient · 0
$7,90097,059 mi

Oklahoma City, OK

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Bethany, OK

UnscoredInsufficient · 3
$7,995141,352 mi

Comparison: 3 similar vehicles

Bethany, OK

2012 BMW 1 Series 128i

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

2012 BMW 1 Series 128i

Bethany, OK

UnscoredInsufficient · 0
$7,995101,562 mi

Bethany, OK

2015 Honda Civic LX

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

2015 Honda Civic LX

Oklahoma City, OK

UnscoredInsufficient · 3
$8,190182,737 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Oklahoma City, OK

UnscoredInsufficient · 0
$8,500189,869 mi

Oklahoma City, OK

2015 Honda Civic EX

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

2015 Honda Civic EX

Oklahoma City, OK

UnscoredInsufficient · 3
$8,849147,479 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2011 Honda Accord EX

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

2011 Honda Accord EX

Norman, OK

UnscoredInsufficient · 0
$8,850154,154 mi

Norman, OK

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Oklahoma City, OK

UnscoredLimited · 12
$8,995161,000 mi

Comparison: 12 similar vehicles

Oklahoma City, OK

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Bethany, OK

Salvage title
$8,995125,038 mi

Bethany, OK

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Bethany, OK

UnscoredInsufficient · 3
$8,995114,509 mi

Comparison: 3 similar vehicles

Bethany, OK

2012 Honda Civic SI

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

2012 Honda Civic SI

Oklahoma City, OK

UnscoredLimited · 5
$8,995170,000 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2011 Dodge Challenger R/T

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

2011 Dodge Challenger R/T

Warr Acres, OK

UnscoredInsufficient · 0
$8,995199,000 mi

Warr Acres, OK

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Oklahoma City, OK

UnscoredLimited · 7
$8,995160,350 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2018 INFINITI Q60 Coupe RED SPORT

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

2018 INFINITI Q60 Coupe RED SPORT

Oklahoma City, OK

UnscoredInsufficient · 0
$9,00064,000 mi

Oklahoma City, OK

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Oklahoma City, OK

UnscoredInsufficient · 0
$9,00059,000 mi

Oklahoma City, OK

2008 BMW 1 Series 128i

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

2008 BMW 1 Series 128i

El Reno, OK

UnscoredInsufficient · 0
$9,099119,269 mi

El Reno, OK

2011 Mitsubishi Eclipse GS-Sport

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

2011 Mitsubishi Eclipse GS-Sport

Oklahoma City, OK

UnscoredInsufficient · 0
$9,400115,570 mi

Oklahoma City, OK

2015 Honda Civic EX

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

2015 Honda Civic EX

Oklahoma City, OK

UnscoredInsufficient · 3
$9,890149,638 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2014 Scion tC Base

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

2014 Scion tC Base

Oklahoma City, OK

UnscoredInsufficient · 0
$9,995118,404 mi

Oklahoma City, OK

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Bethany, OK

Fair PriceLimited · 11
$9,995104,386 mi

Market: $4,645 – $14,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 698 days listed (based on current market benchmarks)

Bethany, OK

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Oklahoma City, OK

Fair PriceLimited · 10
$9,995107,309 mi

Market: $6,999 – $16,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Oklahoma City, OK

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Oklahoma City, OK

UnscoredLimited · 9
$9,995192,579 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Warr Acres, OK

UnscoredInsufficient · 4
$9,995134,488 mi

Comparison: 4 similar vehicles

Warr Acres, OK

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

Warr Acres, OK

UnscoredInsufficient · 4
$9,995145,489 mi

Comparison: 4 similar vehicles

Warr Acres, OK

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Oklahoma City, OK

UnscoredInsufficient · 0
$9,995129,898 mi

Oklahoma City, OK

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Oklahoma City, OK

UnscoredInsufficient · 4
$9,998154,628 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2012 Ford Mustang GT

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

2012 Ford Mustang GT

Oklahoma City, OK

UnscoredInsufficient · 0
$10,00019,900 mi

Oklahoma City, OK

2013 Hyundai Genesis Coupe Premium

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

2013 Hyundai Genesis Coupe Premium

Oklahoma City, OK

UnscoredInsufficient · 0
$10,09585,490 mi

Oklahoma City, OK

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Oklahoma City, OK

UnscoredInsufficient · 3
$10,190134,294 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Oklahoma City, OK

UnscoredInsufficient · 4
$10,387162,239 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2010 Honda Civic EX

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

2010 Honda Civic EX

Oklahoma City, OK

UnscoredInsufficient · 4
$10,39084,315 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2018 INFINITI Q60 Coupe LUXE

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

2018 INFINITI Q60 Coupe LUXE

Oklahoma City, OK

UnscoredInsufficient · 0
$10,750162,004 mi

Oklahoma City, OK

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Oklahoma City, OK

UnscoredInsufficient · 0
$10,800116,490 mi

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredInsufficient · 0
$10,850156,016 mi

Oklahoma City, OK

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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