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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

76 listings found

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 0
$8,99574,546 mi

Centerville, UT

2005 Toyota Camry XLE V6

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

2005 Toyota Camry XLE V6

Centerville, UT

UnscoredInsufficient · 0
$8,99595,274 mi

Centerville, UT

2005 Toyota Camry LE V6

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

2005 Toyota Camry LE V6

Centerville, UT

UnscoredInsufficient · 0
$8,99587,441 mi

Centerville, UT

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 0
$8,99557,307 mi

Centerville, UT

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 3
$9,995110,873 mi

Comparison: 3 similar vehicles

Centerville, UT

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 4
$9,99592,494 mi

Comparison: 4 similar vehicles

Centerville, UT

2008 Toyota Camry SE

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

2008 Toyota Camry SE

Centerville, UT

UnscoredInsufficient · 0
$9,99588,217 mi

Centerville, UT

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 4
$9,99584,037 mi

Comparison: 4 similar vehicles

Centerville, UT

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 0
$9,99551,441 mi

Centerville, UT

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Centerville, UT

UnscoredInsufficient · 0
$9,99594,622 mi

Centerville, UT

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 4
$10,49562,604 mi

Comparison: 4 similar vehicles

Centerville, UT

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Centerville, UT

UnscoredInsufficient · 0
$10,99599,342 mi

Centerville, UT

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 0
$10,99581,722 mi

Centerville, UT

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Centerville, UT

UnscoredInsufficient · 4
$11,49593,415 mi

Comparison: 4 similar vehicles

Centerville, UT

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Centerville, UT

Unscored
$11,995101,051 mi

Comparison: 5 similar vehicles

Centerville, UT

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Centerville, UT

UnscoredInsufficient · 3
$11,99579,331 mi

Comparison: 3 similar vehicles

Centerville, UT

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Centerville, UT

UnscoredInsufficient · 4
$11,99580,517 mi

Comparison: 4 similar vehicles

Centerville, UT

2014 Toyota Prius c Three

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

2014 Toyota Prius c Three

Centerville, UT

UnscoredInsufficient · 0
$12,99587,108 mi

Centerville, UT

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Centerville, UT

UnscoredInsufficient · 3
$12,99587,368 mi

Comparison: 3 similar vehicles

Centerville, UT

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Centerville, UT

UnscoredInsufficient · 3
$12,995117,339 mi

Comparison: 3 similar vehicles

Centerville, UT

2015 Toyota Prius c Three

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

2015 Toyota Prius c Three

Centerville, UT

UnscoredInsufficient · 0
$13,99561,064 mi

Centerville, UT

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 3
$13,99580,661 mi

Comparison: 3 similar vehicles

Centerville, UT

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Centerville, UT

UnscoredInsufficient · 0
$13,99557,441 mi

Centerville, UT

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Centerville, UT

UnscoredInsufficient · 3
$13,99589,993 mi

Comparison: 3 similar vehicles

Centerville, UT

2012 Toyota Prius Plug-In Base

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

2012 Toyota Prius Plug-In Base

Centerville, UT

UnscoredInsufficient · 0
$13,99593,581 mi

Centerville, UT

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Centerville, UT

UnscoredInsufficient · 3
$13,995106,222 mi

Comparison: 3 similar vehicles

Centerville, UT

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Centerville, UT

UnscoredInsufficient · 3
$13,99586,344 mi

Comparison: 3 similar vehicles

Centerville, UT

2015 Toyota Corolla S

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

2015 Toyota Corolla S

Centerville, UT

UnscoredInsufficient · 0
$14,99576,386 mi

Centerville, UT

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 3
$14,99560,767 mi

Comparison: 3 similar vehicles

Centerville, UT

2015 Toyota Corolla LE Plus

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

2015 Toyota Corolla LE Plus

Centerville, UT

UnscoredInsufficient · 0
$14,99554,732 mi

Centerville, UT

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Centerville, UT

UnscoredInsufficient · 0
$14,99584,836 mi

Centerville, UT

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Centerville, UT

UnscoredInsufficient · 3
$14,99566,558 mi

Comparison: 3 similar vehicles

Centerville, UT

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Centerville, UT

UnscoredInsufficient · 0
$14,995115,301 mi

Centerville, UT

2018 Toyota Sienna XLE

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

2018 Toyota Sienna XLE

Centerville, UT

Unscored
$15,500143,579 mi

Comparison: 23 similar vehicles

Centerville, UT

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 3
$15,99579,688 mi

Comparison: 3 similar vehicles

Centerville, UT

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Centerville, UT

Unscored
$15,99582,081 mi

Comparison: 7 similar vehicles

Centerville, UT

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 0
$15,99554,739 mi

Centerville, UT

2016 Toyota Corolla L

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

2016 Toyota Corolla L

Centerville, UT

UnscoredInsufficient · 0
$15,99545,282 mi

Centerville, UT

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 0
$15,99550,836 mi

Centerville, UT

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Centerville, UT

Unscored
$15,99576,580 mi

Comparison: 9 similar vehicles

Centerville, UT

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Centerville, UT

Unscored
$15,99572,586 mi

Comparison: 9 similar vehicles

Centerville, UT

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 0
$15,99533,358 mi

Centerville, UT

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Centerville, UT

UnscoredInsufficient · 0
$15,99542,919 mi

Centerville, UT

2020 Toyota Camry LE

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

2020 Toyota Camry LE

Centerville, UT

UnscoredInsufficient · 3
$16,50076,603 mi

Comparison: 3 similar vehicles

Centerville, UT

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

Centerville, UT

Unscored
$16,99566,574 mi

Comparison: 5 similar vehicles

Centerville, UT

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

Centerville, UT

Unscored
$16,99569,763 mi

Comparison: 5 similar vehicles

Centerville, UT

2016 Toyota Corolla LE Plus

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

2016 Toyota Corolla LE Plus

Centerville, UT

UnscoredInsufficient · 0
$16,99521,166 mi

Centerville, UT

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Centerville, UT

Unscored
$16,995Mileage not verified

Comparison: 9 similar vehicles

Centerville, UT

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Centerville, UT

UnscoredInsufficient · 0
$16,99558,776 mi

Centerville, UT

2015 Toyota Avalon XLE

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

2015 Toyota Avalon XLE

Centerville, UT

UnscoredInsufficient · 0
$16,99576,369 mi

Centerville, UT

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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