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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

35 listings found

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Neptune City, NJ

UnscoredLimited · 7
$2,990262,769 mi

Comparison: 7 similar vehicles

Neptune City, NJ

2006 Toyota 4Runner Sport

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

2006 Toyota 4Runner Sport

Neptune City, NJ

UnscoredLimited · 6
$5,788278,532 mi

Comparison: 6 similar vehicles

Neptune City, NJ

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Neptune City, NJ

UnscoredInsufficient · 3
$10,595101,822 mi

Comparison: 3 similar vehicles

Neptune City, NJ

2009 Toyota Tacoma Base

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

2009 Toyota Tacoma Base

Neptune City, NJ

UnscoredModerate · 36
$12,788160,772 mi

Comparison: 36 similar vehicles

Neptune City, NJ

No Photo

2009 Toyota Corolla S

Neptune City, NJ

OverpricedLimited · 14
$12,99568,065 mi

Market: $4,696 – $8,995

Comparison: 14 similar vehicles

Priced ~44% above the typical market range for similar vehicles (based on current market benchmarks)

Neptune City, NJ

2013 Toyota Tundra Grade

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

2013 Toyota Tundra Grade

Neptune City, NJ

UnscoredLimited · 5
$13,095173,440 mi

Comparison: 5 similar vehicles

Neptune City, NJ

2015 Toyota Venza XLE

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

2015 Toyota Venza XLE

Neptune City, NJ

Fair PriceLimited · 18
$13,195111,265 mi

Market: $8,999 – $17,000

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Neptune City, NJ

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

Neptune City, NJ

Fair PriceLimited · 14
$14,439115,855 mi

Market: $7,895 – $16,199

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Neptune City, NJ

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Neptune City, NJ

UnscoredLimited · 13
$14,445135,340 mi

Comparison: 13 similar vehicles

Neptune City, NJ

2016 Toyota RAV4 LE

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

2016 Toyota RAV4 LE

Neptune City, NJ

UnscoredLimited · 6
$14,49899,234 mi

Comparison: 6 similar vehicles

Neptune City, NJ

2017 Toyota Prius Prime Premium

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

2017 Toyota Prius Prime Premium

Neptune City, NJ

UnscoredRobust · 69
$15,488120,415 mi

Comparison: 69 similar vehicles

Neptune City, NJ

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Neptune City, NJ

Great DealLimited · 13
$15,995115,133 mi

Market: $16,738 – $23,799

Comparison: 13 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 422 days listed (based on current market benchmarks)

Neptune City, NJ

2018 Toyota C-HR XLE

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

2018 Toyota C-HR XLE

Neptune City, NJ

UnscoredLimited · 6
$16,49562,394 mi

Comparison: 6 similar vehicles

Neptune City, NJ

2016 Toyota Avalon XLE Premium

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

2016 Toyota Avalon XLE Premium

Neptune City, NJ

Fair PriceModerate · 31
$17,28891,678 mi

Market: $11,300 – $21,597

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Neptune City, NJ

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Neptune City, NJ

Fair PriceLimited · 12
$17,78890,138 mi

Market: $12,333 – $19,182

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Neptune City, NJ

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Neptune City, NJ

UnscoredLimited · 5
$17,99583,030 mi

Comparison: 5 similar vehicles

Neptune City, NJ

2015 Toyota Avalon Limited

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

2015 Toyota Avalon Limited

Neptune City, NJ

UnscoredInsufficient · 4
$18,43970,126 mi

Comparison: 4 similar vehicles

Neptune City, NJ

2019 Toyota Avalon XLE

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

2019 Toyota Avalon XLE

Neptune City, NJ

UnscoredLimited · 10
$18,488135,830 mi

Comparison: 10 similar vehicles

Neptune City, NJ

2021 Toyota RAV4 LE

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

2021 Toyota RAV4 LE

Neptune City, NJ

Fair PriceLimited · 13
$18,788117,167 mi

Market: $18,678 – $22,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Neptune City, NJ

2019 Toyota C-HR Limited

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

2019 Toyota C-HR Limited

Neptune City, NJ

UnscoredInsufficient · 0
$19,78848,244 mi

Neptune City, NJ

2014 Toyota 4Runner SR5

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

2014 Toyota 4Runner SR5

Neptune City, NJ

UnscoredInsufficient · 3
$19,788142,909 mi

Comparison: 3 similar vehicles

Neptune City, NJ

2023 Toyota RAV4 SE

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

2023 Toyota RAV4 SE

Neptune City, NJ

UnscoredRobust · 110
$23,788132,637 mi

Comparison: 110 similar vehicles

Neptune City, NJ

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Neptune City, NJ

UnscoredLimited · 5
$25,1878,662 mi

Comparison: 5 similar vehicles

Neptune City, NJ

2016 Toyota 4Runner SR5

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

2016 Toyota 4Runner SR5

Neptune City, NJ

Fair PriceModerate · 46
$25,88797,956 mi

Market: $15,995 – $32,990

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Neptune City, NJ

2023 Toyota RAV4 LE

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

2023 Toyota RAV4 LE

Neptune City, NJ

Fair PriceLimited · 17
$26,64480,571 mi

Market: $19,500 – $26,710

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Neptune City, NJ

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Neptune City, NJ

Fair PriceLimited · 18
$27,43395,460 mi

Market: $19,188 – $29,688

Comparison: 18 similar vehicles

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

Neptune City, NJ

2024 Toyota Camry XSE

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

2024 Toyota Camry XSE

Neptune City, NJ

UnscoredInsufficient · 4
$28,99550,938 mi

Comparison: 4 similar vehicles

Neptune City, NJ

2023 Toyota RAV4 LE

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

2023 Toyota RAV4 LE

Neptune City, NJ

Fair PriceLimited · 12
$30,39524,351 mi

Market: $25,487 – $32,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Neptune City, NJ

2023 Toyota Highlander XLE

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

2023 Toyota Highlander XLE

Neptune City, NJ

Fair PriceLimited · 12
$31,88797,661 mi

Market: $21,890 – $32,285

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Neptune City, NJ

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Neptune City, NJ

Fair PriceRobust · 102
$34,78815,507 mi

Market: $30,490 – $37,676

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Neptune City, NJ

2023 Toyota RAV4 XSE

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

2023 Toyota RAV4 XSE

Neptune City, NJ

Fair PriceModerate · 29
$35,78847,936 mi

Market: $33,194 – $43,318

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Neptune City, NJ

2019 Toyota 4Runner SR5 Premium

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

2019 Toyota 4Runner SR5 Premium

Neptune City, NJ

UnscoredInsufficient · 0
$37,39534,790 mi

Neptune City, NJ

2021 Toyota Tacoma TRD Sport

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

2021 Toyota Tacoma TRD Sport

Neptune City, NJ

Fair PriceRobust · 54
$37,68820,794 mi

Market: $35,495 – $40,494

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Neptune City, NJ

2021 Toyota 4Runner Venture

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

2021 Toyota 4Runner Venture

Neptune City, NJ

UnscoredInsufficient · 0
$37,78884,176 mi

Neptune City, NJ

2020 Toyota 4Runner Venture

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

2020 Toyota 4Runner Venture

Neptune City, NJ

Fair PriceLimited · 11
$38,78869,108 mi

Market: $28,500 – $39,863

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Neptune City, NJ

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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