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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

323 listings found

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Cookeville, TN

UnscoredLimited · 13
$4,900276,257 mi

Comparison: 13 similar vehicles

Cookeville, TN

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Cookeville, TN

UnscoredInsufficient · 3
$6,995116,619 mi

Comparison: 3 similar vehicles

Cookeville, TN

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Cookeville, TN

UnscoredModerate · 40
$7,995169,611 mi

Comparison: 40 similar vehicles

Cookeville, TN

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Cookeville, TN

UnscoredLimited · 16
$7,995130,518 mi

Comparison: 16 similar vehicles

Cookeville, TN

2009 Toyota Highlander Base

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

2009 Toyota Highlander Base

Cookeville, TN

UnscoredLimited · 5
$7,995154,400 mi

Comparison: 5 similar vehicles

Cookeville, TN

2009 Toyota Matrix Base

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

2009 Toyota Matrix Base

Cookeville, TN

UnscoredLimited · 8
$8,995143,912 mi

Comparison: 8 similar vehicles

Cookeville, TN

2010 Toyota Prius III

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

2010 Toyota Prius III

Cookeville, TN

UnscoredLimited · 8
$9,995139,212 mi

Comparison: 8 similar vehicles

Cookeville, TN

2016 Toyota Avalon XLE Touring

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

2016 Toyota Avalon XLE Touring

Cookeville, TN

UnscoredInsufficient · 0
$10,995152,972 mi

Cookeville, TN

2008 Toyota Sequoia Platinum

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

2008 Toyota Sequoia Platinum

Cookeville, TN

UnscoredInsufficient · 3
$11,000201,501 mi

Comparison: 3 similar vehicles

Cookeville, TN

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Cookeville, TN

UnscoredModerate · 29
$11,786123,849 mi

Comparison: 29 similar vehicles

Cookeville, TN

2015 Toyota Yaris L

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

2015 Toyota Yaris L

Cookeville, TN

UnscoredInsufficient · 0
$11,99515,353 mi

Cookeville, TN

2014 Toyota Camry L

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

2014 Toyota Camry L

Cookeville, TN

Fair PriceModerate · 26
$12,99594,032 mi

Market: $6,000 – $14,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Cookeville, TN

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

Cookeville, TN

Fair PriceModerate · 48
$12,995110,778 mi

Market: $11,999 – $26,117

Comparison: 48 similar vehicles

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

Cookeville, TN

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Cookeville, TN

Salvage title
$12,99889,825 mi

Cookeville, TN

2015 Toyota Corolla L

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

2015 Toyota Corolla L

Cookeville, TN

UnscoredModerate · 36
$13,000141,508 mi

Comparison: 36 similar vehicles

Cookeville, TN

2011 Toyota Highlander Limited

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

2011 Toyota Highlander Limited

Cookeville, TN

UnscoredLimited · 11
$13,495130,482 mi

Comparison: 11 similar vehicles

Cookeville, TN

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Cookeville, TN

Fair PriceModerate · 38
$13,719116,973 mi

Market: $8,000 – $19,990

Comparison: 38 similar vehicles

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

Cookeville, TN

2004 Toyota Tundra SR5

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

2004 Toyota Tundra SR5

Cookeville, TN

UnscoredLimited · 8
$13,995126,276 mi

Comparison: 8 similar vehicles

Cookeville, TN

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Cookeville, TN

UnscoredInsufficient · 3
$14,000164,554 mi

Comparison: 3 similar vehicles

Cookeville, TN

2016 Toyota Corolla L

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

2016 Toyota Corolla L

Cookeville, TN

UnscoredLimited · 19
$14,000147,879 mi

Comparison: 19 similar vehicles

Cookeville, TN

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Cookeville, TN

UnscoredModerate · 41
$14,995123,570 mi

Comparison: 41 similar vehicles

Cookeville, TN

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Cookeville, TN

UnscoredRobust · 83
$15,000159,318 mi

Comparison: 83 similar vehicles

Cookeville, TN

2013 Toyota Avalon XLE Touring

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

2013 Toyota Avalon XLE Touring

Cookeville, TN

UnscoredInsufficient · 0
$15,29891,619 mi

Cookeville, TN

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Cookeville, TN

Fair PriceModerate · 46
$15,89678,508 mi

Market: $8,500 – $17,525

Comparison: 46 similar vehicles

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

Cookeville, TN

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Cookeville, TN

UnscoredRobust · 66
$16,295173,091 mi

Comparison: 66 similar vehicles

Cookeville, TN

No Photo

2016 Toyota Camry Special Edition

Cookeville, TN

Fair PriceRobust · 57
$16,99869,775 mi

Market: $6,995 – $18,798

Comparison: 57 similar vehicles

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

Cookeville, TN

2016 Toyota Highlander Limited

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

2016 Toyota Highlander Limited

Cookeville, TN

UnscoredModerate · 38
$16,998141,772 mi

Comparison: 38 similar vehicles

Cookeville, TN

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Cookeville, TN

Fair PriceRobust · 121
$18,160113,326 mi

Market: $10,900 – $24,937

Comparison: 121 similar vehicles

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

Cookeville, TN

2016 Toyota RAV4 Limited

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

2016 Toyota RAV4 Limited

Cookeville, TN

UnscoredModerate · 37
$18,675171,423 mi

Comparison: 37 similar vehicles

Cookeville, TN

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Cookeville, TN

UnscoredModerate · 21
$19,145135,361 mi

Comparison: 21 similar vehicles

Cookeville, TN

2018 Toyota Sienna Limited

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

2018 Toyota Sienna Limited

Cookeville, TN

UnscoredInsufficient · 0
$20,798153,675 mi

Cookeville, TN

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Cookeville, TN

Fair PriceRobust · 151
$21,66935,856 mi

Market: $16,900 – $26,875

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Cookeville, TN

2022 Toyota Highlander LE

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

2022 Toyota Highlander LE

Cookeville, TN

UnscoredRobust · 72
$22,694151,606 mi

Comparison: 72 similar vehicles

Cookeville, TN

2019 Toyota Tacoma SR

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

2019 Toyota Tacoma SR

Cookeville, TN

Fair PriceRobust · 71
$22,99872,077 mi

Market: $15,495 – $34,094

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cookeville, TN

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Cookeville, TN

Fair PriceModerate · 42
$23,11438,252 mi

Market: $17,000 – $24,900

Comparison: 42 similar vehicles

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

Cookeville, TN

2019 Toyota Sienna XLE Premium

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

2019 Toyota Sienna XLE Premium

Cookeville, TN

UnscoredLimited · 5
$23,998101,447 mi

Comparison: 5 similar vehicles

Cookeville, TN

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Cookeville, TN

Fair PriceRobust · 215
$24,298100,666 mi

Market: $12,996 – $29,990

Comparison: 215 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Cookeville, TN

2022 Toyota Corolla Cross LE

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

2022 Toyota Corolla Cross LE

Cookeville, TN

UnscoredInsufficient · 4
$24,69444,032 mi

Comparison: 4 similar vehicles

Cookeville, TN

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Cookeville, TN

Fair PriceRobust · 301
$24,69685,778 mi

Market: $18,490 – $30,236

Comparison: 301 similar vehicles

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

Cookeville, TN

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Cookeville, TN

Fair PriceRobust · 199
$24,74814,122 mi

Market: $21,291 – $31,798

Comparison: 199 similar vehicles

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

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

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

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

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

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

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

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$24,929Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

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

Cookeville, TN

2018 Toyota 4Runner Limited

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

2018 Toyota 4Runner Limited

Cookeville, TN

UnscoredRobust · 130
$24,995124,515 mi

Comparison: 130 similar vehicles

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$25,097Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cookeville, TN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Cookeville, TN

Fair PriceLimited · 10
$25,097Mileage not verified

Market: $24,929 – $26,939

Comparison: 10 similar vehicles

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

Cookeville, 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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