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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

837 listings found

1989 Toyota Cressida

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

1989 Toyota Cressida

Fort Lauderdale, FL

UnscoredInsufficient · 0
$1,900199,680 mi

Fort Lauderdale, FL

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Fort Lauderdale, FL

UnscoredModerate · 27
$2,999246,000 mi

Comparison: 27 similar vehicles

Fort Lauderdale, FL

2004 Toyota Avalon XLS

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

2004 Toyota Avalon XLS

Fort Lauderdale, FL

UnscoredInsufficient · 0
$2,999346,000 mi

Fort Lauderdale, FL

1997 Toyota 4Runner Base

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

1997 Toyota 4Runner Base

Fort Lauderdale, FL

UnscoredInsufficient · 0
$3,750271,000 mi

Fort Lauderdale, FL

1993 Toyota Celica

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

1993 Toyota Celica

Fort Lauderdale, FL

UnscoredInsufficient · 0
$3,999236,000 mi

Fort Lauderdale, FL

2005 Toyota Matrix XR

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

2005 Toyota Matrix XR

Fort Lauderdale, FL

UnscoredInsufficient · 0
$4,998123,417 mi

Fort Lauderdale, FL

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Fort Lauderdale, FL

UnscoredLimited · 5
$5,000Mileage not verified

Comparison: 5 similar vehicles

Fort Lauderdale, FL

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Fort Lauderdale, FL

UnscoredInsufficient · 0
$6,50066,500 mi

Fort Lauderdale, FL

2011 Toyota Camry Hybrid

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

2011 Toyota Camry Hybrid

Fort Lauderdale, FL

UnscoredInsufficient · 0
$6,695185,000 mi

Fort Lauderdale, FL

2010 Toyota Yaris Base

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

2010 Toyota Yaris Base

Fort Lauderdale, FL

Fair PriceModerate · 21
$6,70098,958 mi

Market: $2,800 – $8,292

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Fort Lauderdale, FL

UnscoredLimited · 5
$6,994140,494 mi

Comparison: 5 similar vehicles

Fort Lauderdale, FL

2004 Toyota Tacoma Base

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

2004 Toyota Tacoma Base

Fort Lauderdale, FL

UnscoredInsufficient · 4
$6,998255,447 mi

Comparison: 4 similar vehicles

Fort Lauderdale, FL

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Fort Lauderdale, FL

UnscoredInsufficient · 3
$7,000152,866 mi

Comparison: 3 similar vehicles

Fort Lauderdale, FL

2014 Toyota Corolla L

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

2014 Toyota Corolla L

Fort Lauderdale, FL

Fair PriceModerate · 26
$8,777118,101 mi

Market: $4,999 – $14,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2002 Toyota Tacoma Prerunner

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

2002 Toyota Tacoma Prerunner

Fort Lauderdale, FL

UnscoredInsufficient · 0
$8,990Mileage not verified

Fort Lauderdale, FL

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Fort Lauderdale, FL

Fair PriceLimited · 13
$9,900100,000 mi

Market: $5,405 – $14,799

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Fort Lauderdale, FL

UnscoredRobust · 118
$10,00065,631 mi

Comparison: 118 similar vehicles

Fort Lauderdale, FL

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Fort Lauderdale, FL

Fair PriceModerate · 31
$10,595109,485 mi

Market: $4,800 – $10,998

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 404 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Fort Lauderdale, FL

UnscoredLimited · 7
$11,153168,400 mi

Comparison: 7 similar vehicles

Fort Lauderdale, FL

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Fort Lauderdale, FL

UnscoredRobust · 118
$11,499130,752 mi

Comparison: 118 similar vehicles

Fort Lauderdale, FL

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Fort Lauderdale, FL

UnscoredModerate · 43
$11,832123,394 mi

Comparison: 43 similar vehicles

Fort Lauderdale, FL

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceRobust · 133
$12,600103,971 mi

Market: $7,890 – $22,000

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Fort Lauderdale, FL

UnscoredRobust · 89
$12,826166,355 mi

Comparison: 89 similar vehicles

Fort Lauderdale, FL

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Fort Lauderdale, FL

UnscoredLimited · 6
$12,999101,991 mi

Comparison: 6 similar vehicles

Fort Lauderdale, FL

2018 Toyota Camry XLE

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

2018 Toyota Camry XLE

Fort Lauderdale, FL

UnscoredLimited · 5
$14,293129,183 mi

Comparison: 5 similar vehicles

Fort Lauderdale, FL

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Fort Lauderdale, FL

Salvage title
$14,39541,649 mi

Fort Lauderdale, FL

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Fort Lauderdale, FL

UnscoredLimited · 6
$14,445124,304 mi

Comparison: 6 similar vehicles

Fort Lauderdale, FL

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceRobust · 123
$14,86059,648 mi

Market: $10,999 – $23,000

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 220 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Fort Lauderdale, FL

UnscoredRobust · 117
$15,721144,635 mi

Comparison: 117 similar vehicles

Fort Lauderdale, FL

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceRobust · 136
$15,79566,400 mi

Market: $7,890 – $22,000

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 320 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Fort Lauderdale, FL

UnscoredInsufficient · 3
$15,995113,394 mi

Comparison: 3 similar vehicles

Fort Lauderdale, FL

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Fort Lauderdale, FL

UnscoredModerate · 44
$15,999135,263 mi

Comparison: 44 similar vehicles

Fort Lauderdale, FL

2015 Toyota Avalon XLE

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

2015 Toyota Avalon XLE

Fort Lauderdale, FL

UnscoredInsufficient · 0
$16,069105,226 mi

Fort Lauderdale, FL

2025 Toyota Corolla SE

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

2025 Toyota Corolla SE

Fort Lauderdale, FL

Salvage title
$16,11413,400 mi

Fort Lauderdale, FL

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Fort Lauderdale, FL

UnscoredInsufficient · 3
$16,221211,354 mi

Comparison: 3 similar vehicles

Fort Lauderdale, FL

2017 Toyota RAV4 LE

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

2017 Toyota RAV4 LE

Fort Lauderdale, FL

UnscoredModerate · 39
$16,500141,515 mi

Comparison: 39 similar vehicles

Fort Lauderdale, FL

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceRobust · 136
$16,58875,235 mi

Market: $7,890 – $22,000

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 320 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2023 Toyota Camry XSE

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

2023 Toyota Camry XSE

Fort Lauderdale, FL

UnscoredLimited · 5
$16,875171,059 mi

Comparison: 5 similar vehicles

Fort Lauderdale, FL

2017 Toyota Corolla SE

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

2017 Toyota Corolla SE

Fort Lauderdale, FL

UnscoredInsufficient · 3
$16,89059,776 mi

Comparison: 3 similar vehicles

Fort Lauderdale, FL

2022 Toyota Corolla SE

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

2022 Toyota Corolla SE

Fort Lauderdale, FL

UnscoredInsufficient · 0
$16,9006,700 mi

Fort Lauderdale, FL

2023 Toyota Camry LE

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

2023 Toyota Camry LE

Fort Lauderdale, FL

UnscoredRobust · 71
$16,999121,293 mi

Comparison: 71 similar vehicles

Fort Lauderdale, FL

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Fort Lauderdale, FL

UnscoredRobust · 97
$16,999138,564 mi

Comparison: 97 similar vehicles

Fort Lauderdale, FL

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceRobust · 125
$17,30766,040 mi

Market: $10,790 – $20,580

Comparison: 125 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Fort Lauderdale, FL

UnscoredLimited · 7
$17,68830,673 mi

Comparison: 7 similar vehicles

Fort Lauderdale, FL

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Fort Lauderdale, FL

Fair PriceRobust · 89
$17,99988,597 mi

Market: $9,999 – $24,997

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2022 Toyota Camry LE

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

2022 Toyota Camry LE

Fort Lauderdale, FL

UnscoredModerate · 36
$18,000127,202 mi

Comparison: 36 similar vehicles

Fort Lauderdale, FL

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceRobust · 125
$18,00072,208 mi

Market: $10,790 – $20,580

Comparison: 125 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Fort Lauderdale, FL

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Fort Lauderdale, FL

UnscoredLimited · 7
$18,161123,138 mi

Comparison: 7 similar vehicles

Fort Lauderdale, FL

2020 Toyota C-HR LE

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

2020 Toyota C-HR LE

Fort Lauderdale, FL

UnscoredInsufficient · 3
$18,34179,900 mi

Comparison: 3 similar vehicles

Fort Lauderdale, FL

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Fort Lauderdale, FL

Fair PriceLimited · 16
$18,79854,142 mi

Market: $15,399 – $21,567

Comparison: 16 similar vehicles

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

Fort Lauderdale, FL

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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