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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

1,607 listings found

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Detroit, MI

UnscoredInsufficient · 0
$3,500221,475 mi

Detroit, MI

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Detroit, MI

UnscoredModerate · 23
$3,999176,000 mi

Comparison: 23 similar vehicles

Detroit, MI

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Detroit, MI

UnscoredLimited · 6
$3,999131,000 mi

Comparison: 6 similar vehicles

Detroit, MI

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Detroit, MI

UnscoredInsufficient · 3
$4,995134,990 mi

Comparison: 3 similar vehicles

Detroit, MI

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Detroit, MI

UnscoredInsufficient · 3
$4,999188,000 mi

Comparison: 3 similar vehicles

Detroit, MI

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Detroit, MI

UnscoredLimited · 8
$5,995240,510 mi

Comparison: 8 similar vehicles

Detroit, MI

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Detroit, MI

UnscoredLimited · 8
$6,100197,959 mi

Comparison: 8 similar vehicles

Detroit, MI

2001 Toyota Tacoma Base

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

2001 Toyota Tacoma Base

Detroit, MI

UnscoredInsufficient · 0
$6,495374,010 mi

Detroit, MI

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Detroit, MI

UnscoredInsufficient · 4
$6,500111,291 mi

Comparison: 4 similar vehicles

Detroit, MI

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Detroit, MI

UnscoredRobust · 54
$6,544199,353 mi

Comparison: 54 similar vehicles

Detroit, MI

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Detroit, MI

UnscoredInsufficient · 0
$6,900157,567 mi

Detroit, MI

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Detroit, MI

UnscoredLimited · 13
$6,995231,818 mi

Comparison: 13 similar vehicles

Detroit, MI

2010 Toyota Highlander Limited Hybrid

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

2010 Toyota Highlander Limited Hybrid

Detroit, MI

UnscoredInsufficient · 0
$6,995209,911 mi

Detroit, MI

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Detroit, MI

UnscoredInsufficient · 3
$7,275168,770 mi

Comparison: 3 similar vehicles

Detroit, MI

2014 Toyota Corolla L

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

2014 Toyota Corolla L

Detroit, MI

Salvage title
$7,995117,731 mi

Detroit, MI

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Detroit, MI

UnscoredModerate · 24
$7,999192,024 mi

Comparison: 24 similar vehicles

Detroit, MI

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Detroit, MI

UnscoredModerate · 21
$7,999124,112 mi

Comparison: 21 similar vehicles

Detroit, MI

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Detroit, MI

UnscoredLimited · 6
$7,999140,948 mi

Comparison: 6 similar vehicles

Detroit, MI

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Detroit, MI

UnscoredInsufficient · 3
$8,275131,001 mi

Comparison: 3 similar vehicles

Detroit, MI

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Detroit, MI

UnscoredLimited · 6
$8,950273,530 mi

Comparison: 6 similar vehicles

Detroit, MI

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Detroit, MI

UnscoredInsufficient · 0
$8,99990,006 mi

Detroit, MI

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Detroit, MI

UnscoredInsufficient · 0
$8,99954,124 mi

Detroit, MI

2011 Toyota RAV4 Sport

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

2011 Toyota RAV4 Sport

Detroit, MI

UnscoredInsufficient · 0
$9,459151,940 mi

Detroit, MI

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Detroit, MI

UnscoredLimited · 6
$9,69969,217 mi

Comparison: 6 similar vehicles

Detroit, MI

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Detroit, MI

UnscoredLimited · 6
$9,895209,195 mi

Comparison: 6 similar vehicles

Detroit, MI

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Detroit, MI

UnscoredLimited · 5
$9,990156,587 mi

Comparison: 5 similar vehicles

Detroit, MI

2017 Toyota Prius Three

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

2017 Toyota Prius Three

Detroit, MI

UnscoredInsufficient · 0
$9,995226,226 mi

Detroit, MI

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Detroit, MI

UnscoredInsufficient · 4
$9,995117,449 mi

Comparison: 4 similar vehicles

Detroit, MI

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

Detroit, MI

UnscoredLimited · 13
$10,500272,000 mi

Comparison: 13 similar vehicles

Detroit, MI

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Detroit, MI

UnscoredLimited · 6
$10,899105,739 mi

Comparison: 6 similar vehicles

Detroit, MI

2021 Toyota Mirai XLE

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

2021 Toyota Mirai XLE

Detroit, MI

UnscoredInsufficient · 0
$11,24946,235 mi

Detroit, MI

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Detroit, MI

UnscoredLimited · 6
$11,499122,604 mi

Comparison: 6 similar vehicles

Detroit, MI

2012 Toyota RAV4 Limited

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

2012 Toyota RAV4 Limited

Detroit, MI

UnscoredModerate · 29
$11,988152,999 mi

Comparison: 29 similar vehicles

Detroit, MI

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Detroit, MI

UnscoredModerate · 25
$11,995143,647 mi

Comparison: 25 similar vehicles

Detroit, MI

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

Detroit, MI

Salvage title
$11,99577,053 mi

Detroit, MI

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Detroit, MI

UnscoredLimited · 8
$11,995205,999 mi

Comparison: 8 similar vehicles

Detroit, MI

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Detroit, MI

UnscoredModerate · 44
$11,999142,850 mi

Comparison: 44 similar vehicles

Detroit, MI

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Detroit, MI

UnscoredLimited · 17
$12,457164,915 mi

Comparison: 17 similar vehicles

Detroit, MI

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Detroit, MI

UnscoredLimited · 7
$12,499139,256 mi

Comparison: 7 similar vehicles

Detroit, MI

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Detroit, MI

UnscoredLimited · 6
$12,595137,110 mi

Comparison: 6 similar vehicles

Detroit, MI

2012 Toyota Prius c Four

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

2012 Toyota Prius c Four

Detroit, MI

UnscoredInsufficient · 0
$12,59886,440 mi

Detroit, MI

1992 Toyota Celica

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

1992 Toyota Celica

Detroit, MI

UnscoredInsufficient · 0
$12,77775,922 mi

Detroit, MI

2016 Toyota RAV4 LE

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

2016 Toyota RAV4 LE

Detroit, MI

UnscoredInsufficient · 4
$12,988149,072 mi

Comparison: 4 similar vehicles

Detroit, MI

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Detroit, MI

Great DealLimited · 12
$12,99978,542 mi

Market: $13,909 – $19,825

Comparison: 12 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Detroit, MI

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Detroit, MI

Fair PriceLimited · 15
$13,29269,159 mi

Market: $3,000 – $13,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Detroit, MI

2016 Toyota Prius c One

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

2016 Toyota Prius c One

Detroit, MI

UnscoredInsufficient · 4
$13,48890,816 mi

Comparison: 4 similar vehicles

Detroit, MI

2016 Toyota RAV4 XLE

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

2016 Toyota RAV4 XLE

Detroit, MI

UnscoredModerate · 30
$13,983134,058 mi

Comparison: 30 similar vehicles

Detroit, MI

2011 Toyota RAV4 Limited

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

2011 Toyota RAV4 Limited

Detroit, MI

UnscoredLimited · 7
$13,992110,278 mi

Comparison: 7 similar vehicles

Detroit, MI

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Detroit, MI

UnscoredModerate · 24
$13,999139,090 mi

Comparison: 24 similar vehicles

Detroit, MI

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

Detroit, MI

UnscoredInsufficient · 3
$14,495108,286 mi

Comparison: 3 similar vehicles

Detroit, MI

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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