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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

68 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

Oakland Park, FL

UnscoredLimited · 9
$2,400221,487 mi

Comparison: 9 similar vehicles

Oakland Park, FL

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Oakland Park, FL

UnscoredInsufficient · 3
$2,600175,317 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Oakland Park, FL

UnscoredInsufficient · 3
$2,975166,088 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Oakland Park, FL

UnscoredInsufficient · 0
$3,500169,042 mi

Oakland Park, FL

2001 Toyota Corolla S

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

2001 Toyota Corolla S

Oakland Park, FL

UnscoredInsufficient · 0
$3,500114,134 mi

Oakland Park, FL

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Oakland Park, FL

UnscoredInsufficient · 3
$3,585147,010 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2011 Toyota Prius I

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

2011 Toyota Prius I

Oakland Park, FL

Salvage title
$3,800226,135 mi

Oakland Park, FL

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Oakland Park, FL

UnscoredInsufficient · 0
$3,900228,633 mi

Oakland Park, FL

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Oakland Park, FL

UnscoredInsufficient · 4
$3,999187,287 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Oakland Park, FL

UnscoredInsufficient · 4
$4,000176,346 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Oakland Park, FL

UnscoredInsufficient · 4
$4,200194,845 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Oakland Park, FL

UnscoredInsufficient · 3
$4,400297,312 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Oakland Park, FL

Salvage title
$4,400133,645 mi

Oakland Park, FL

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Oakland Park, FL

UnscoredLimited · 5
$4,400195,358 mi

Comparison: 5 similar vehicles

Oakland Park, FL

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Oakland Park, FL

UnscoredLimited · 12
$4,595110,345 mi

Comparison: 12 similar vehicles

Oakland Park, FL

2012 Toyota Corolla L

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

2012 Toyota Corolla L

Oakland Park, FL

UnscoredInsufficient · 3
$4,800198,714 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Oakland Park, FL

UnscoredLimited · 6
$4,800181,718 mi

Comparison: 6 similar vehicles

Oakland Park, FL

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Oakland Park, FL

UnscoredLimited · 13
$4,800270,521 mi

Comparison: 13 similar vehicles

Oakland Park, FL

2010 Toyota Prius II

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

2010 Toyota Prius II

Oakland Park, FL

UnscoredLimited · 5
$4,890160,804 mi

Comparison: 5 similar vehicles

Oakland Park, FL

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Oakland Park, FL

UnscoredInsufficient · 4
$4,999166,933 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Oakland Park, FL

UnscoredInsufficient · 4
$5,405217,501 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2012 Toyota Camry L

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

2012 Toyota Camry L

Oakland Park, FL

UnscoredLimited · 7
$5,500210,135 mi

Comparison: 7 similar vehicles

Oakland Park, FL

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Oakland Park, FL

UnscoredInsufficient · 0
$5,500187,219 mi

Oakland Park, FL

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Oakland Park, FL

UnscoredInsufficient · 4
$5,50097,784 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Oakland Park, FL

UnscoredLimited · 9
$5,700162,019 mi

Comparison: 9 similar vehicles

Oakland Park, FL

2019 Toyota C-HR XLE

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

2019 Toyota C-HR XLE

Oakland Park, FL

UnscoredRobust · 73
$6,00099,753 mi

Comparison: 73 similar vehicles

Oakland Park, FL

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Oakland Park, FL

UnscoredInsufficient · 4
$6,000111,048 mi

Comparison: 4 similar vehicles

Oakland Park, FL

2004 Toyota 4Runner Limited

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

2004 Toyota 4Runner Limited

Oakland Park, FL

UnscoredInsufficient · 0
$6,300214,577 mi

Oakland Park, FL

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Oakland Park, FL

UnscoredLimited · 6
$6,400186,486 mi

Comparison: 6 similar vehicles

Oakland Park, FL

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Oakland Park, FL

UnscoredInsufficient · 3
$7,900147,901 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2001 Toyota Tundra SR5

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

2001 Toyota Tundra SR5

Oakland Park, FL

UnscoredInsufficient · 0
$7,900167,483 mi

Oakland Park, FL

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Oakland Park, FL

UnscoredLimited · 5
$7,950158,489 mi

Comparison: 5 similar vehicles

Oakland Park, FL

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Oakland Park, FL

UnscoredLimited · 7
$8,400123,371 mi

Comparison: 7 similar vehicles

Oakland Park, FL

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Oakland Park, FL

Fair PriceModerate · 26
$8,90086,316 mi

Market: $5,500 – $12,092

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Oakland Park, FL

2012 Toyota Highlander SE

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

2012 Toyota Highlander SE

Oakland Park, FL

UnscoredLimited · 12
$8,900162,015 mi

Comparison: 12 similar vehicles

Oakland Park, FL

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Oakland Park, FL

UnscoredInsufficient · 0
$9,995149,800 mi

Oakland Park, FL

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Oakland Park, FL

UnscoredModerate · 31
$9,999127,000 mi

Comparison: 31 similar vehicles

Oakland Park, FL

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Oakland Park, FL

UnscoredInsufficient · 3
$10,995145,626 mi

Comparison: 3 similar vehicles

Oakland Park, FL

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Oakland Park, FL

UnscoredLimited · 17
$11,400166,148 mi

Comparison: 17 similar vehicles

Oakland Park, FL

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Oakland Park, FL

Fair PriceLimited · 11
$11,50095,321 mi

Market: $6,898 – $14,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Oakland Park, FL

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Oakland Park, FL

UnscoredRobust · 89
$11,900159,672 mi

Comparison: 89 similar vehicles

Oakland Park, FL

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Oakland Park, FL

Fair PriceModerate · 25
$12,400Mileage not verified

Market: $7,300 – $21,898

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Oakland Park, FL

2016 Toyota Tundra SR5

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

2016 Toyota Tundra SR5

Oakland Park, FL

UnscoredLimited · 5
$13,400199,153 mi

Comparison: 5 similar vehicles

Oakland Park, FL

2017 Toyota Highlander XLE

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

2017 Toyota Highlander XLE

Oakland Park, FL

UnscoredLimited · 17
$13,900169,742 mi

Comparison: 17 similar vehicles

Oakland Park, FL

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Oakland Park, FL

UnscoredLimited · 8
$13,954134,523 mi

Comparison: 8 similar vehicles

Oakland Park, FL

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Oakland Park, FL

Fair PriceRobust · 136
$13,99976,881 mi

Market: $7,890 – $22,000

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Oakland Park, FL

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Oakland Park, FL

Fair PriceRobust · 67
$14,00078,060 mi

Market: $11,900 – $18,999

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Oakland Park, FL

2017 Toyota Highlander Limited

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

2017 Toyota Highlander Limited

Oakland Park, FL

UnscoredLimited · 16
$14,600160,778 mi

Comparison: 16 similar vehicles

Oakland Park, FL

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Oakland Park, FL

Fair PriceModerate · 28
$14,900103,368 mi

Market: $9,190 – $21,998

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Oakland Park, FL

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Oakland Park, FL

Fair PriceRobust · 67
$14,99899,754 mi

Market: $11,900 – $18,999

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Oakland Park, FL

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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