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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

806 listings found

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Aiea, HI

UnscoredInsufficient · 0
$2,900230,835 mi

Aiea, HI

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Wahiawa, HI

UnscoredInsufficient · 0
$3,695138,209 mi

Wahiawa, HI

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Waipahu, HI

UnscoredInsufficient · 0
$4,000122,043 mi

Waipahu, HI

2008 Toyota Camry Hybrid

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

2008 Toyota Camry Hybrid

Wahiawa, HI

UnscoredInsufficient · 0
$4,495161,646 mi

Wahiawa, HI

2002 Toyota Corolla CE

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

2002 Toyota Corolla CE

Honolulu, HI

UnscoredInsufficient · 0
$4,95047,000 mi

Honolulu, HI

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Honolulu, HI

UnscoredInsufficient · 0
$4,995180,012 mi

Honolulu, HI

2000 Toyota Camry XLE

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

2000 Toyota Camry XLE

Pearl City, HI

UnscoredInsufficient · 0
$4,995125,806 mi

Pearl City, HI

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Honolulu, HI

UnscoredInsufficient · 0
$5,500154,000 mi

Honolulu, HI

2012 Toyota Camry L

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

2012 Toyota Camry L

Honolulu, HI

UnscoredInsufficient · 0
$5,500210,000 mi

Honolulu, HI

2013 Toyota Camry L

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

2013 Toyota Camry L

Wahiawa, HI

UnscoredInsufficient · 0
$5,995151,260 mi

Wahiawa, HI

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Honolulu, HI

UnscoredInsufficient · 0
$5,995145,841 mi

Honolulu, HI

2007 Toyota Yaris S

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

2007 Toyota Yaris S

Honolulu, HI

UnscoredInsufficient · 0
$6,49994,902 mi

Honolulu, HI

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Pearl City, HI

UnscoredInsufficient · 3
$6,595140,197 mi

Comparison: 3 similar vehicles

Pearl City, HI

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Wahiawa, HI

Salvage title
$6,99586,623 mi

Wahiawa, HI

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Honolulu, HI

UnscoredInsufficient · 0
$6,995135,902 mi

Honolulu, HI

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Kailua-Kona, HI

UnscoredInsufficient · 3
$7,200228,012 mi

Comparison: 3 similar vehicles

Kailua-Kona, HI

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Honolulu, HI

UnscoredInsufficient · 0
$7,853129,156 mi

Honolulu, HI

2014 Toyota Corolla L

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

2014 Toyota Corolla L

Honolulu, HI

UnscoredInsufficient · 0
$7,900181,076 mi

Honolulu, HI

2014 Toyota Corolla LE Premium

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

2014 Toyota Corolla LE Premium

Pearl City, HI

UnscoredInsufficient · 0
$7,995156,054 mi

Pearl City, HI

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Honolulu, HI

UnscoredInsufficient · 0
$7,995113,040 mi

Honolulu, HI

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Pearl City, HI

UnscoredInsufficient · 0
$7,99513,852 mi

Pearl City, HI

No Photo

2010 Toyota Camry SE

Wahiawa, HI

UnscoredInsufficient · 0
$8,040128,889 mi

Wahiawa, HI

2012 Toyota Corolla L

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

2012 Toyota Corolla L

Honolulu, HI

UnscoredLimited · 7
$8,286138,040 mi

Comparison: 7 similar vehicles

Honolulu, HI

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Kahului, HI

UnscoredInsufficient · 0
$8,300118,339 mi

Kahului, HI

2012 Toyota Yaris Fleet

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

2012 Toyota Yaris Fleet

Honolulu, HI

UnscoredInsufficient · 0
$8,597151,608 mi

Honolulu, HI

2009 Toyota Corolla XRS

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

2009 Toyota Corolla XRS

Wahiawa, HI

UnscoredInsufficient · 0
$8,900140,325 mi

Wahiawa, HI

2015 Toyota Corolla S Premium

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

2015 Toyota Corolla S Premium

Kaneohe, HI

UnscoredInsufficient · 0
$8,990154,412 mi

Kaneohe, HI

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Kaneohe, HI

UnscoredInsufficient · 0
$8,99070,826 mi

Kaneohe, HI

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Waipahu, HI

UnscoredInsufficient · 0
$8,995109,385 mi

Waipahu, HI

2009 Toyota Corolla XRS

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

2009 Toyota Corolla XRS

Kihei, HI

UnscoredInsufficient · 0
$8,995183,603 mi

Kihei, HI

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Honolulu, HI

UnscoredInsufficient · 0
$8,99572,682 mi

Honolulu, HI

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Waipahu, HI

UnscoredInsufficient · 0
$8,99586,848 mi

Waipahu, HI

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Waipahu, HI

UnscoredLimited · 13
$9,500151,744 mi

Comparison: 13 similar vehicles

Waipahu, HI

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Honolulu, HI

UnscoredLimited · 6
$9,597129,693 mi

Comparison: 6 similar vehicles

Honolulu, HI

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Honolulu, HI

UnscoredLimited · 13
$9,597125,600 mi

Comparison: 13 similar vehicles

Honolulu, HI

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Honolulu, HI

UnscoredLimited · 13
$9,597143,875 mi

Comparison: 13 similar vehicles

Honolulu, HI

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Honolulu, HI

UnscoredLimited · 13
$9,597129,875 mi

Comparison: 13 similar vehicles

Honolulu, HI

2014 Toyota Corolla LE Plus

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

2014 Toyota Corolla LE Plus

Honolulu, HI

UnscoredInsufficient · 0
$9,597127,000 mi

Honolulu, HI

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Honolulu, HI

UnscoredInsufficient · 3
$9,900126,650 mi

Comparison: 3 similar vehicles

Honolulu, HI

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Honolulu, HI

UnscoredInsufficient · 0
$9,900154,695 mi

Honolulu, HI

2011 Toyota Corolla S

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

2011 Toyota Corolla S

Honolulu, HI

UnscoredInsufficient · 0
$9,900102,779 mi

Honolulu, HI

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Honolulu, HI

UnscoredInsufficient · 0
$9,90091,865 mi

Honolulu, HI

2016 Toyota Corolla S

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

2016 Toyota Corolla S

Kihei, HI

UnscoredInsufficient · 4
$9,995186,361 mi

Comparison: 4 similar vehicles

Kihei, HI

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Waipahu, HI

UnscoredLimited · 5
$9,995106,521 mi

Comparison: 5 similar vehicles

Waipahu, HI

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Honolulu, HI

UnscoredInsufficient · 0
$9,995117,032 mi

Honolulu, HI

2008 Toyota Camry XLE

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

2008 Toyota Camry XLE

Honolulu, HI

UnscoredInsufficient · 0
$9,99574,316 mi

Honolulu, HI

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Honolulu, HI

UnscoredInsufficient · 0
$9,99581,790 mi

Honolulu, HI

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Honolulu, HI

UnscoredInsufficient · 0
$9,999159,000 mi

Honolulu, HI

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Honolulu, HI

UnscoredInsufficient · 3
$9,99974,000 mi

Comparison: 3 similar vehicles

Honolulu, HI

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Honolulu, HI

UnscoredInsufficient · 3
$10,57098,685 mi

Comparison: 3 similar vehicles

Honolulu, HI

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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