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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

49 listings found

2005 Honda Element EX

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

2005 Honda Element EX

Zionville, NC

Unscored
$3,695319,006 mi

Comparison: 7 similar vehicles

Zionville, NC

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Zionville, NC

Unscored
$4,195190,004 mi

Comparison: 7 similar vehicles

Zionville, NC

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Zionville, NC

UnscoredInsufficient · 0
$4,995101,859 mi

Zionville, NC

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Zionville, NC

Fair PriceLimited · 12
$5,795Mileage not verified

Market: $2,700 – $8,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Zionville, NC

2004 Subaru Outback Base

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

2004 Subaru Outback Base

Zionville, NC

UnscoredInsufficient · 3
$6,495112,649 mi

Comparison: 3 similar vehicles

Zionville, NC

2003 Honda Element DX

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

2003 Honda Element DX

Zionville, NC

UnscoredInsufficient · 0
$6,750147,136 mi

Zionville, NC

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Zionville, NC

Unscored
$7,295124,339 mi

Comparison: 26 similar vehicles

Zionville, NC

2013 Subaru Impreza 2.0I

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

2013 Subaru Impreza 2.0I

Zionville, NC

UnscoredInsufficient · 4
$7,595121,560 mi

Comparison: 4 similar vehicles

Zionville, NC

2016 Dodge Dart GT

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

2016 Dodge Dart GT

Zionville, NC

UnscoredInsufficient · 0
$7,895121,043 mi

Zionville, NC

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Zionville, NC

Fair PriceLimited · 13
$7,895113,188 mi

Market: $4,224 – $9,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1559 days listed (based on current market benchmarks)

Zionville, NC

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

Zionville, NC

Unscored
$7,995102,151 mi

Comparison: 5 similar vehicles

Zionville, NC

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Zionville, NC

Unscored
$7,995182,965 mi

Comparison: 60 similar vehicles

Zionville, NC

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Zionville, NC

Fair PriceLimited · 10
$7,995115,981 mi

Market: $3,995 – $10,468

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1534 days listed (based on current market benchmarks)

Zionville, NC

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Zionville, NC

Unscored
$8,495155,334 mi

Comparison: 12 similar vehicles

Zionville, NC

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Zionville, NC

Unscored
$8,895206,591 mi

Comparison: 9 similar vehicles

Zionville, NC

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Zionville, NC

Unscored
$8,995149,983 mi

Comparison: 8 similar vehicles

Zionville, NC

2002 Ford F-250 Super Duty Lariat

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

2002 Ford F-250 Super Duty Lariat

Zionville, NC

UnscoredInsufficient · 0
$9,295180,375 mi

Zionville, NC

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Zionville, NC

UnscoredInsufficient · 3
$9,995129,334 mi

Comparison: 3 similar vehicles

Zionville, NC

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Zionville, NC

UnscoredInsufficient · 3
$9,995119,885 mi

Comparison: 3 similar vehicles

Zionville, NC

2012 Honda Accord SE

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

2012 Honda Accord SE

Zionville, NC

Fair PriceModerate · 39
$9,995108,823 mi

Market: $3,900 – $14,130

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Zionville, NC

2014 Nissan Murano S

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

2014 Nissan Murano S

Zionville, NC

Unscored
$10,22570,426 mi

Comparison: 8 similar vehicles

Zionville, NC

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Zionville, NC

UnscoredInsufficient · 0
$10,295162,683 mi

Zionville, NC

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Zionville, NC

Unscored
$10,795145,710 mi

Comparison: 9 similar vehicles

Zionville, NC

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Zionville, NC

Unscored
$11,29593,682 mi

Comparison: 6 similar vehicles

Zionville, NC

2010 Chevrolet Avalanche LS

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

2010 Chevrolet Avalanche LS

Zionville, NC

UnscoredInsufficient · 0
$11,795143,682 mi

Zionville, NC

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Zionville, NC

UnscoredInsufficient · 3
$11,995137,649 mi

Comparison: 3 similar vehicles

Zionville, NC

2012 Toyota Highlander Limited

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

2012 Toyota Highlander Limited

Zionville, NC

Unscored
$11,995174,988 mi

Comparison: 13 similar vehicles

Zionville, NC

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Zionville, NC

UnscoredInsufficient · 4
$12,295152,810 mi

Comparison: 4 similar vehicles

Zionville, NC

2006 Toyota 4Runner SR5

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

2006 Toyota 4Runner SR5

Zionville, NC

Unscored
$12,495187,276 mi

Comparison: 19 similar vehicles

Zionville, NC

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Zionville, NC

Unscored
$12,795137,238 mi

Comparison: 47 similar vehicles

Zionville, NC

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Zionville, NC

Unscored
$12,895116,123 mi

Comparison: 6 similar vehicles

Zionville, NC

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Zionville, NC

Unscored
$12,995130,712 mi

Comparison: 156 similar vehicles

Zionville, NC

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Zionville, NC

UnscoredInsufficient · 4
$13,29562,967 mi

Comparison: 4 similar vehicles

Zionville, NC

2015 Subaru XV Crosstrek Limited

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

2015 Subaru XV Crosstrek Limited

Zionville, NC

Fair PriceRobust · 55
$13,395103,890 mi

Market: $8,590 – $18,990

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1010 days listed (based on current market benchmarks)

Zionville, NC

2015 Honda Fit EX

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

2015 Honda Fit EX

Zionville, NC

OverpricedLimited · 14
$13,97564,435 mi

Market: $5,995 – $13,742

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Zionville, NC

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Zionville, NC

UnscoredInsufficient · 4
$13,975103,293 mi

Comparison: 4 similar vehicles

Zionville, NC

2008 Ford F-250 Super Duty Lariat

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

2008 Ford F-250 Super Duty Lariat

Zionville, NC

Unscored
$13,995206,595 mi

Comparison: 15 similar vehicles

Zionville, NC

2014 Subaru Forester XT Touring

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

2014 Subaru Forester XT Touring

Zionville, NC

UnscoredInsufficient · 0
$14,95070,429 mi

Zionville, NC

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Zionville, NC

Fair PriceLimited · 11
$14,99599,318 mi

Market: $8,700 – $23,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 648 days listed (based on current market benchmarks)

Zionville, NC

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Zionville, NC

Unscored
$15,295139,624 mi

Comparison: 5 similar vehicles

Zionville, NC

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Zionville, NC

Unscored
$15,795133,320 mi

Comparison: 9 similar vehicles

Zionville, NC

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

Zionville, NC

UnscoredInsufficient · 4
$16,395207,139 mi

Comparison: 4 similar vehicles

Zionville, NC

2018 Nissan Titan PRO-4X

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

2018 Nissan Titan PRO-4X

Zionville, NC

Unscored
$18,995139,196 mi

Comparison: 8 similar vehicles

Zionville, NC

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Zionville, NC

OverpricedLimited · 16
$21,99578,105 mi

Market: $16,092 – $21,481

Comparison: 16 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Zionville, NC

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Zionville, NC

UnscoredInsufficient · 4
$23,99591,348 mi

Comparison: 4 similar vehicles

Zionville, NC

2022 Ford Ranger XLT

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

2022 Ford Ranger XLT

Zionville, NC

UnscoredInsufficient · 4
$24,99595,585 mi

Comparison: 4 similar vehicles

Zionville, NC

2017 Toyota Tacoma TRD Sport

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

2017 Toyota Tacoma TRD Sport

Zionville, NC

Unscored
$26,895112,452 mi

Comparison: 8 similar vehicles

Zionville, NC

2022 Jeep Wrangler Unlimited Sport

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

2022 Jeep Wrangler Unlimited Sport

Zionville, NC

Great DealModerate · 27
$26,99544,409 mi

Market: $29,596 – $32,146

Comparison: 27 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 67 days listed (based on current market benchmarks)

Zionville, NC

2017 RAM 3500 Pickup Tradesman

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

2017 RAM 3500 Pickup Tradesman

Zionville, NC

Unscored
$29,495141,461 mi

Comparison: 20 similar vehicles

Zionville, NC

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.
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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