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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

66 listings found

2006 Toyota 4Runner Limited

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

2006 Toyota 4Runner Limited

Maryville, TN

UnscoredLimited · 6
$4,995300,171 mi

Comparison: 6 similar vehicles

Maryville, TN

2011 Toyota Prius V

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

2011 Toyota Prius V

Maryville, TN

UnscoredInsufficient · 0
$5,990170,752 mi

Maryville, TN

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Maryville, TN

UnscoredLimited · 14
$6,880133,127 mi

Comparison: 14 similar vehicles

Maryville, TN

2015 Toyota Sienna XLE

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

2015 Toyota Sienna XLE

Maryville, TN

UnscoredModerate · 32
$6,950262,000 mi

Comparison: 32 similar vehicles

Maryville, TN

2009 Toyota Corolla Base

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

2009 Toyota Corolla Base

Maryville, TN

UnscoredLimited · 13
$7,599133,287 mi

Comparison: 13 similar vehicles

Maryville, TN

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Maryville, TN

UnscoredModerate · 24
$7,848221,954 mi

Comparison: 24 similar vehicles

Maryville, TN

2011 Toyota Highlander Base

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

2011 Toyota Highlander Base

Maryville, TN

UnscoredLimited · 10
$7,988201,634 mi

Comparison: 10 similar vehicles

Maryville, TN

2017 Toyota Highlander LE

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

2017 Toyota Highlander LE

Maryville, TN

UnscoredModerate · 41
$11,988213,101 mi

Comparison: 41 similar vehicles

Maryville, TN

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Maryville, TN

UnscoredLimited · 5
$12,579167,390 mi

Comparison: 5 similar vehicles

Maryville, TN

2020 Toyota Corolla SE

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

2020 Toyota Corolla SE

Maryville, TN

UnscoredModerate · 39
$13,609132,556 mi

Comparison: 39 similar vehicles

Maryville, TN

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Maryville, TN

UnscoredRobust · 56
$13,872151,456 mi

Comparison: 56 similar vehicles

Maryville, TN

2013 Toyota Prius v Five

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

2013 Toyota Prius v Five

Maryville, TN

OverpricedLimited · 11
$13,946108,597 mi

Market: $6,995 – $12,567

Comparison: 11 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Maryville, TN

2016 Toyota RAV4 LE

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

2016 Toyota RAV4 LE

Maryville, TN

UnscoredRobust · 53
$15,468133,243 mi

Comparison: 53 similar vehicles

Maryville, TN

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Maryville, TN

UnscoredLimited · 6
$15,999120,116 mi

Comparison: 6 similar vehicles

Maryville, TN

2013 Toyota 4Runner SR5

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

2013 Toyota 4Runner SR5

Maryville, TN

UnscoredInsufficient · 3
$16,652149,181 mi

Comparison: 3 similar vehicles

Maryville, TN

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Maryville, TN

Fair PriceRobust · 167
$16,71386,903 mi

Market: $10,594 – $20,995

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Maryville, TN

2018 Toyota Camry LE

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

2018 Toyota Camry LE

Maryville, TN

Fair PriceRobust · 130
$16,99191,829 mi

Market: $8,349 – $22,900

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Maryville, TN

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Maryville, TN

UnscoredRobust · 173
$16,998149,235 mi

Comparison: 173 similar vehicles

Maryville, TN

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Maryville, TN

UnscoredInsufficient · 4
$16,999149,947 mi

Comparison: 4 similar vehicles

Maryville, TN

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Maryville, TN

UnscoredRobust · 94
$17,146128,711 mi

Comparison: 94 similar vehicles

Maryville, TN

2021 Toyota Corolla Hatchback Nightshade

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

2021 Toyota Corolla Hatchback Nightshade

Maryville, TN

UnscoredInsufficient · 3
$17,19981,381 mi

Comparison: 3 similar vehicles

Maryville, TN

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Maryville, TN

Fair PriceRobust · 75
$17,83288,454 mi

Market: $9,495 – $21,463

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Maryville, TN

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Maryville, TN

Fair PriceRobust · 161
$17,99478,089 mi

Market: $5,966 – $25,000

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Maryville, TN

2020 Toyota Camry LE

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

2020 Toyota Camry LE

Maryville, TN

UnscoredLimited · 5
$18,27661,744 mi

Comparison: 5 similar vehicles

Maryville, TN

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Maryville, TN

UnscoredLimited · 5
$18,83599,598 mi

Comparison: 5 similar vehicles

Maryville, TN

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Maryville, TN

UnscoredInsufficient · 4
$18,857126,984 mi

Comparison: 4 similar vehicles

Maryville, TN

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Maryville, TN

UnscoredLimited · 5
$19,31192,923 mi

Comparison: 5 similar vehicles

Maryville, TN

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Maryville, TN

UnscoredLimited · 8
$19,473119,138 mi

Comparison: 8 similar vehicles

Maryville, TN

2020 Toyota Camry LE

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

2020 Toyota Camry LE

Maryville, TN

UnscoredLimited · 5
$19,55182,243 mi

Comparison: 5 similar vehicles

Maryville, TN

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Maryville, TN

UnscoredRobust · 332
$19,835125,264 mi

Comparison: 332 similar vehicles

Maryville, TN

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Maryville, TN

Fair PriceLimited · 11
$19,99973,667 mi

Market: $17,999 – $20,627

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Maryville, TN

2023 Toyota Camry LE

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

2023 Toyota Camry LE

Maryville, TN

UnscoredInsufficient · 3
$20,19983,489 mi

Comparison: 3 similar vehicles

Maryville, TN

2022 Toyota Camry SE

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

2022 Toyota Camry SE

Maryville, TN

UnscoredInsufficient · 4
$20,199110,322 mi

Comparison: 4 similar vehicles

Maryville, TN

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Maryville, TN

Fair PriceRobust · 94
$20,55867,128 mi

Market: $7,700 – $23,694

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Maryville, TN

2018 Toyota 4Runner SR5

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

2018 Toyota 4Runner SR5

Maryville, TN

UnscoredLimited · 11
$20,811172,639 mi

Comparison: 11 similar vehicles

Maryville, TN

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Maryville, TN

UnscoredLimited · 6
$20,84079,006 mi

Comparison: 6 similar vehicles

Maryville, TN

2021 Toyota Camry XSE

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

2021 Toyota Camry XSE

Maryville, TN

UnscoredRobust · 126
$21,963133,553 mi

Comparison: 126 similar vehicles

Maryville, TN

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Maryville, TN

Fair PriceRobust · 307
$21,99945,569 mi

Market: $17,775 – $26,192

Comparison: 307 similar vehicles

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

Maryville, TN

2022 Toyota Camry SE

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

2022 Toyota Camry SE

Maryville, TN

UnscoredInsufficient · 4
$21,99980,783 mi

Comparison: 4 similar vehicles

Maryville, TN

2017 Toyota Tacoma SR5

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

2017 Toyota Tacoma SR5

Maryville, TN

UnscoredInsufficient · 4
$23,301140,083 mi

Comparison: 4 similar vehicles

Maryville, TN

2023 Toyota RAV4 LE

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

2023 Toyota RAV4 LE

Maryville, TN

Great DealRobust · 74
$23,97052,612 mi

Market: $25,398 – $31,306

Comparison: 74 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 94 days listed (based on current market benchmarks)

Maryville, TN

2022 Toyota RAV4 XLE

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

2022 Toyota RAV4 XLE

Maryville, TN

UnscoredInsufficient · 4
$24,59963,396 mi

Comparison: 4 similar vehicles

Maryville, TN

2018 Toyota 4Runner Limited

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

2018 Toyota 4Runner Limited

Maryville, TN

UnscoredInsufficient · 4
$24,800168,414 mi

Comparison: 4 similar vehicles

Maryville, TN

2022 Toyota RAV4 XLE

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

2022 Toyota RAV4 XLE

Maryville, TN

UnscoredInsufficient · 4
$24,99991,967 mi

Comparison: 4 similar vehicles

Maryville, TN

2018 Toyota Tundra SR5

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

2018 Toyota Tundra SR5

Maryville, TN

UnscoredRobust · 88
$25,856146,771 mi

Comparison: 88 similar vehicles

Maryville, TN

2017 Toyota 4Runner Limited

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

2017 Toyota 4Runner Limited

Maryville, TN

UnscoredLimited · 16
$25,989134,965 mi

Comparison: 16 similar vehicles

Maryville, TN

2020 Toyota Tacoma TRD Off Road

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

2020 Toyota Tacoma TRD Off Road

Maryville, TN

UnscoredInsufficient · 3
$25,995158,881 mi

Comparison: 3 similar vehicles

Maryville, TN

2016 Toyota Tacoma TRD Off Road

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

2016 Toyota Tacoma TRD Off Road

Maryville, TN

UnscoredInsufficient · 3
$26,58797,634 mi

Comparison: 3 similar vehicles

Maryville, TN

2017 Toyota Tundra SR5

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

2017 Toyota Tundra SR5

Maryville, TN

UnscoredLimited · 7
$26,735139,888 mi

Comparison: 7 similar vehicles

Maryville, TN

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Maryville, TN

Great DealRobust · 183
$26,99927,158 mi

Market: $29,488 – $34,353

Comparison: 183 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 78 days listed (based on current market benchmarks)

Maryville, TN

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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