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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

301 listings found

2004 Toyota Camry LE V6

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

2004 Toyota Camry LE V6

Glen Burnie, MD

UnscoredLimited · 5
$6,499152,036 mi

Comparison: 5 similar vehicles

Glen Burnie, MD

2003 Toyota Sequoia SR5

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

2003 Toyota Sequoia SR5

Glen Burnie, MD

UnscoredInsufficient · 0
$6,900160,099 mi

Glen Burnie, MD

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Glen Burnie, MD

UnscoredLimited · 16
$6,990122,815 mi

Comparison: 16 similar vehicles

Glen Burnie, MD

2008 Toyota Camry XLE

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

2008 Toyota Camry XLE

Glen Burnie, MD

UnscoredLimited · 8
$8,298101,158 mi

Comparison: 8 similar vehicles

Glen Burnie, MD

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Glen Burnie, MD

UnscoredLimited · 5
$8,900150,372 mi

Comparison: 5 similar vehicles

Glen Burnie, MD

2010 Toyota Camry SE

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

2010 Toyota Camry SE

Glen Burnie, MD

UnscoredLimited · 8
$9,500123,101 mi

Comparison: 8 similar vehicles

Glen Burnie, MD

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Glen Burnie, MD

UnscoredLimited · 5
$9,998156,620 mi

Comparison: 5 similar vehicles

Glen Burnie, MD

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Glen Burnie, MD

Fair PriceLimited · 12
$10,490115,215 mi

Market: $6,998 – $15,599

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Glen Burnie, MD

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Glen Burnie, MD

UnscoredInsufficient · 3
$11,490136,372 mi

Comparison: 3 similar vehicles

Glen Burnie, MD

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Glen Burnie, MD

UnscoredLimited · 12
$12,998113,541 mi

Comparison: 12 similar vehicles

Glen Burnie, MD

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Glen Burnie, MD

UnscoredInsufficient · 4
$13,764120,784 mi

Comparison: 4 similar vehicles

Glen Burnie, MD

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

Glen Burnie, MD

UnscoredLimited · 10
$13,999128,838 mi

Comparison: 10 similar vehicles

Glen Burnie, MD

2012 Toyota Highlander SE

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

2012 Toyota Highlander SE

Glen Burnie, MD

OverpricedModerate · 35
$13,999111,011 mi

Market: $11,794 – $12,995

Comparison: 35 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Glen Burnie, MD

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Glen Burnie, MD

Salvage title
$14,295101,991 mi

Glen Burnie, MD

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Glen Burnie, MD

UnscoredLimited · 7
$14,498110,607 mi

Comparison: 7 similar vehicles

Glen Burnie, MD

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Glen Burnie, MD

UnscoredLimited · 6
$14,797130,109 mi

Comparison: 6 similar vehicles

Glen Burnie, MD

2016 Toyota Camry XSE

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

2016 Toyota Camry XSE

Glen Burnie, MD

UnscoredInsufficient · 3
$14,900132,846 mi

Comparison: 3 similar vehicles

Glen Burnie, MD

2018 Toyota Highlander LE

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

2018 Toyota Highlander LE

Glen Burnie, MD

UnscoredLimited · 7
$16,498136,946 mi

Comparison: 7 similar vehicles

Glen Burnie, MD

2022 Toyota Camry SE

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

2022 Toyota Camry SE

Glen Burnie, MD

UnscoredLimited · 7
$17,999111,426 mi

Comparison: 7 similar vehicles

Glen Burnie, MD

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Glen Burnie, MD

UnscoredLimited · 6
$17,99957,696 mi

Comparison: 6 similar vehicles

Glen Burnie, MD

2021 Toyota Corolla Hatchback XSE

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

2021 Toyota Corolla Hatchback XSE

Glen Burnie, MD

UnscoredLimited · 5
$18,900139,482 mi

Comparison: 5 similar vehicles

Glen Burnie, MD

2019 Toyota Corolla XSE

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

2019 Toyota Corolla XSE

Glen Burnie, MD

UnscoredInsufficient · 3
$18,90093,765 mi

Comparison: 3 similar vehicles

Glen Burnie, MD

2019 Toyota Tacoma SR

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

2019 Toyota Tacoma SR

Glen Burnie, MD

Fair PriceLimited · 19
$18,90094,367 mi

Market: $18,589 – $26,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Glen Burnie, MD

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Glen Burnie, MD

Fair PriceModerate · 29
$18,99888,350 mi

Market: $11,800 – $21,999

Comparison: 29 similar vehicles

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

Glen Burnie, MD

2018 Toyota Highlander SE

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

2018 Toyota Highlander SE

Glen Burnie, MD

UnscoredLimited · 5
$18,999128,005 mi

Comparison: 5 similar vehicles

Glen Burnie, MD

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Glen Burnie, MD

Fair PriceRobust · 145
$19,39855,642 mi

Market: $18,490 – $25,995

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Glen Burnie, MD

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Glen Burnie, MD

Fair PriceRobust · 145
$19,67754,579 mi

Market: $18,490 – $25,995

Comparison: 145 similar vehicles

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

Glen Burnie, MD

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Glen Burnie, MD

UnscoredLimited · 7
$19,69577,425 mi

Comparison: 7 similar vehicles

Glen Burnie, MD

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Glen Burnie, MD

Fair PriceRobust · 145
$19,69852,109 mi

Market: $18,490 – $25,995

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Glen Burnie, MD

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Glen Burnie, MD

Fair PriceRobust · 145
$19,69853,033 mi

Market: $18,490 – $25,995

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Glen Burnie, MD

2018 Toyota RAV4 Limited

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

2018 Toyota RAV4 Limited

Glen Burnie, MD

UnscoredLimited · 7
$19,79792,009 mi

Comparison: 7 similar vehicles

Glen Burnie, MD

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Glen Burnie, MD

Fair PriceLimited · 10
$19,89097,394 mi

Market: $20,500 – $24,124

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 129 days listed (based on current market benchmarks)

Glen Burnie, MD

2010 Toyota 4Runner Trail

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

2010 Toyota 4Runner Trail

Glen Burnie, MD

UnscoredInsufficient · 0
$19,900140,622 mi

Glen Burnie, MD

2019 Toyota Avalon XLE

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

2019 Toyota Avalon XLE

Glen Burnie, MD

Fair PriceLimited · 11
$19,999118,112 mi

Market: $13,500 – $25,390

Comparison: 11 similar vehicles

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

Glen Burnie, MD

2018 Toyota Highlander SE

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

2018 Toyota Highlander SE

Glen Burnie, MD

UnscoredLimited · 5
$19,999119,429 mi

Comparison: 5 similar vehicles

Glen Burnie, MD

2016 Toyota Camry XLE

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

2016 Toyota Camry XLE

Glen Burnie, MD

UnscoredInsufficient · 0
$20,19555,676 mi

Glen Burnie, MD

2022 Toyota Corolla Cross XLE

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

2022 Toyota Corolla Cross XLE

Glen Burnie, MD

UnscoredInsufficient · 4
$20,797138,259 mi

Comparison: 4 similar vehicles

Glen Burnie, MD

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Glen Burnie, MD

UnscoredLimited · 17
$20,900138,689 mi

Comparison: 17 similar vehicles

Glen Burnie, MD

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Glen Burnie, MD

Fair PriceModerate · 47
$21,999113,071 mi

Market: $22,343 – $35,521

Comparison: 47 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 3 days listed (based on current market benchmarks)

Glen Burnie, MD

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Glen Burnie, MD

Fair PriceRobust · 252
$22,29930,210 mi

Market: $19,995 – $25,798

Comparison: 252 similar vehicles

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

Glen Burnie, MD

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Glen Burnie, MD

Fair PriceRobust · 257
$22,49936,555 mi

Market: $19,995 – $25,798

Comparison: 257 similar vehicles

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

Glen Burnie, MD

2019 Toyota Highlander LE

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

2019 Toyota Highlander LE

Glen Burnie, MD

Fair PriceModerate · 24
$22,59191,287 mi

Market: $16,595 – $23,794

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Glen Burnie, MD

2019 Toyota Highlander Limited Platinum

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

2019 Toyota Highlander Limited Platinum

Glen Burnie, MD

UnscoredModerate · 35
$22,900136,282 mi

Comparison: 35 similar vehicles

Glen Burnie, MD

2017 Toyota Tundra SR5

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

2017 Toyota Tundra SR5

Glen Burnie, MD

Great DealLimited · 19
$22,999105,446 mi

Market: $25,924 – $29,802

Comparison: 19 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Glen Burnie, MD

2019 Toyota Highlander LE

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

2019 Toyota Highlander LE

Glen Burnie, MD

Fair PriceModerate · 27
$23,69988,494 mi

Market: $16,595 – $23,794

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Glen Burnie, MD

2013 Toyota 4Runner SR5

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

2013 Toyota 4Runner SR5

Glen Burnie, MD

OverpricedModerate · 25
$23,90078,522 mi

Market: $11,588 – $22,663

Comparison: 25 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Glen Burnie, MD

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Glen Burnie, MD

Fair PriceModerate · 49
$24,48713,116 mi

Market: $22,599 – $27,457

Comparison: 49 similar vehicles

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

Glen Burnie, MD

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Glen Burnie, MD

Fair PriceModerate · 47
$24,695102,701 mi

Market: $21,999 – $35,521

Comparison: 47 similar vehicles

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

Glen Burnie, MD

2025 Toyota Tacoma SR

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

2025 Toyota Tacoma SR

Glen Burnie, MD

Great DealModerate · 38
$24,89828,465 mi

Market: $26,300 – $27,800

Comparison: 38 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 87 days listed (based on current market benchmarks)

Glen Burnie, MD

2021 Toyota Corolla Hatchback XSE

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

2021 Toyota Corolla Hatchback XSE

Glen Burnie, MD

UnscoredInsufficient · 0
$24,90059,618 mi

Glen Burnie, MD

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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