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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

52 listings found

2010 Toyota Prius I

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

2010 Toyota Prius I

Wrightsville, PA

UnscoredModerate · 24
$7,345184,609 mi

Comparison: 24 similar vehicles

Wrightsville, PA

2009 Toyota Corolla XLE

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

2009 Toyota Corolla XLE

Wrightsville, PA

UnscoredLimited · 9
$7,595165,411 mi

Comparison: 9 similar vehicles

Wrightsville, PA

2011 Toyota Prius III

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

2011 Toyota Prius III

Wrightsville, PA

UnscoredLimited · 11
$8,195177,492 mi

Comparison: 11 similar vehicles

Wrightsville, PA

2009 Toyota Matrix Base

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

2009 Toyota Matrix Base

Wrightsville, PA

UnscoredLimited · 6
$8,795145,990 mi

Comparison: 6 similar vehicles

Wrightsville, PA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Wrightsville, PA

UnscoredLimited · 10
$8,995183,434 mi

Comparison: 10 similar vehicles

Wrightsville, PA

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Wrightsville, PA

UnscoredInsufficient · 3
$8,995186,850 mi

Comparison: 3 similar vehicles

Wrightsville, PA

2007 Toyota Corolla S

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

2007 Toyota Corolla S

Wrightsville, PA

OverpricedLimited · 10
$8,995164,451 mi

Market: $3,000 – $7,999

Comparison: 10 similar vehicles

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

Wrightsville, PA

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Wrightsville, PA

UnscoredModerate · 22
$9,795173,379 mi

Comparison: 22 similar vehicles

Wrightsville, PA

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Wrightsville, PA

UnscoredModerate · 22
$10,345189,973 mi

Comparison: 22 similar vehicles

Wrightsville, PA

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Wrightsville, PA

UnscoredLimited · 19
$10,795177,768 mi

Comparison: 19 similar vehicles

Wrightsville, PA

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Wrightsville, PA

UnscoredModerate · 26
$10,795155,737 mi

Comparison: 26 similar vehicles

Wrightsville, PA

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Wrightsville, PA

UnscoredRobust · 50
$10,995171,834 mi

Comparison: 50 similar vehicles

Wrightsville, PA

2014 Toyota Camry XLE

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

2014 Toyota Camry XLE

Wrightsville, PA

UnscoredModerate · 24
$10,995185,737 mi

Comparison: 24 similar vehicles

Wrightsville, PA

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Wrightsville, PA

UnscoredLimited · 12
$10,995164,392 mi

Comparison: 12 similar vehicles

Wrightsville, PA

2015 Toyota Corolla LE Eco

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

2015 Toyota Corolla LE Eco

Wrightsville, PA

UnscoredLimited · 6
$11,195155,080 mi

Comparison: 6 similar vehicles

Wrightsville, PA

2013 Toyota Venza Limited

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

2013 Toyota Venza Limited

Wrightsville, PA

UnscoredModerate · 22
$11,195161,924 mi

Comparison: 22 similar vehicles

Wrightsville, PA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Wrightsville, PA

UnscoredLimited · 10
$11,195149,675 mi

Comparison: 10 similar vehicles

Wrightsville, PA

2012 Toyota Prius v Five

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

2012 Toyota Prius v Five

Wrightsville, PA

UnscoredLimited · 10
$11,195153,228 mi

Comparison: 10 similar vehicles

Wrightsville, PA

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Wrightsville, PA

UnscoredModerate · 26
$11,595150,808 mi

Comparison: 26 similar vehicles

Wrightsville, PA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Wrightsville, PA

UnscoredModerate · 35
$11,995146,903 mi

Comparison: 35 similar vehicles

Wrightsville, PA

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

Wrightsville, PA

UnscoredModerate · 24
$11,995179,451 mi

Comparison: 24 similar vehicles

Wrightsville, PA

2013 Toyota Prius v Five

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

2013 Toyota Prius v Five

Wrightsville, PA

OverpricedLimited · 10
$11,995151,878 mi

Market: $7,995 – $10,900

Comparison: 10 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Wrightsville, PA

2011 Toyota Highlander Limited

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

2011 Toyota Highlander Limited

Wrightsville, PA

UnscoredLimited · 13
$11,995174,421 mi

Comparison: 13 similar vehicles

Wrightsville, PA

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Wrightsville, PA

UnscoredInsufficient · 4
$12,79591,579 mi

Comparison: 4 similar vehicles

Wrightsville, PA

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Wrightsville, PA

UnscoredRobust · 103
$12,995177,695 mi

Comparison: 103 similar vehicles

Wrightsville, PA

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Wrightsville, PA

UnscoredLimited · 11
$12,995153,893 mi

Comparison: 11 similar vehicles

Wrightsville, PA

2013 Toyota Avalon XLE Premium Hybrid

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

2013 Toyota Avalon XLE Premium Hybrid

Wrightsville, PA

UnscoredInsufficient · 0
$13,795146,607 mi

Wrightsville, PA

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Wrightsville, PA

Fair PriceModerate · 37
$13,79592,194 mi

Market: $6,790 – $16,490

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Wrightsville, PA

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Wrightsville, PA

UnscoredLimited · 12
$13,995113,788 mi

Comparison: 12 similar vehicles

Wrightsville, PA

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Wrightsville, PA

UnscoredModerate · 36
$14,195169,888 mi

Comparison: 36 similar vehicles

Wrightsville, PA

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Wrightsville, PA

UnscoredLimited · 6
$14,795131,324 mi

Comparison: 6 similar vehicles

Wrightsville, PA

2012 Toyota Highlander Limited

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

2012 Toyota Highlander Limited

Wrightsville, PA

UnscoredLimited · 7
$14,995158,081 mi

Comparison: 7 similar vehicles

Wrightsville, PA

2014 Toyota Highlander Limited

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

2014 Toyota Highlander Limited

Wrightsville, PA

UnscoredInsufficient · 4
$15,195177,771 mi

Comparison: 4 similar vehicles

Wrightsville, PA

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

Wrightsville, PA

UnscoredModerate · 24
$15,345132,773 mi

Comparison: 24 similar vehicles

Wrightsville, PA

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Wrightsville, PA

Fair PriceRobust · 75
$15,795101,263 mi

Market: $5,500 – $18,998

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Wrightsville, PA

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Wrightsville, PA

OverpricedLimited · 10
$15,99579,002 mi

Market: $7,498 – $14,789

Comparison: 10 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Wrightsville, PA

2016 Toyota Sienna Limited

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

2016 Toyota Sienna Limited

Wrightsville, PA

UnscoredInsufficient · 3
$15,995181,780 mi

Comparison: 3 similar vehicles

Wrightsville, PA

2014 Toyota Highlander XLE

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

2014 Toyota Highlander XLE

Wrightsville, PA

UnscoredInsufficient · 3
$16,195141,241 mi

Comparison: 3 similar vehicles

Wrightsville, PA

2016 Toyota RAV4 Limited

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

2016 Toyota RAV4 Limited

Wrightsville, PA

UnscoredRobust · 115
$16,345150,733 mi

Comparison: 115 similar vehicles

Wrightsville, PA

2014 Toyota RAV4 Limited

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

2014 Toyota RAV4 Limited

Wrightsville, PA

UnscoredRobust · 102
$16,595145,333 mi

Comparison: 102 similar vehicles

Wrightsville, PA

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Wrightsville, PA

UnscoredModerate · 25
$17,195133,663 mi

Comparison: 25 similar vehicles

Wrightsville, PA

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Wrightsville, PA

Fair PriceRobust · 61
$17,79597,426 mi

Market: $5,600 – $18,489

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Wrightsville, PA

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Wrightsville, PA

UnscoredLimited · 6
$17,795159,923 mi

Comparison: 6 similar vehicles

Wrightsville, PA

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Wrightsville, PA

Fair PriceModerate · 36
$18,795107,649 mi

Market: $13,000 – $22,896

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Wrightsville, PA

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Wrightsville, PA

Fair PriceModerate · 43
$18,995118,483 mi

Market: $6,600 – $24,387

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Wrightsville, PA

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Wrightsville, PA

UnscoredInsufficient · 4
$19,995145,421 mi

Comparison: 4 similar vehicles

Wrightsville, PA

2017 Toyota Highlander Limited

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

2017 Toyota Highlander Limited

Wrightsville, PA

UnscoredLimited · 13
$20,345138,871 mi

Comparison: 13 similar vehicles

Wrightsville, PA

2015 Toyota 4Runner SR5 Premium

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

2015 Toyota 4Runner SR5 Premium

Wrightsville, PA

UnscoredLimited · 11
$20,795186,225 mi

Comparison: 11 similar vehicles

Wrightsville, PA

2017 Toyota Highlander XLE

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

2017 Toyota Highlander XLE

Wrightsville, PA

Fair PriceLimited · 13
$22,795112,366 mi

Market: $15,900 – $23,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Wrightsville, PA

2017 Toyota Sienna SE

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

2017 Toyota Sienna SE

Wrightsville, PA

UnscoredInsufficient · 3
$22,99573,325 mi

Comparison: 3 similar vehicles

Wrightsville, PA

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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