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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

386 listings found

2014 Toyota Prius v Five

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

2014 Toyota Prius v Five

Nicholasville, KY

UnscoredLimited · 6
$7,687170,662 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2014 Toyota RAV4 LE

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

2014 Toyota RAV4 LE

Nicholasville, KY

UnscoredRobust · 67
$8,990192,412 mi

Comparison: 67 similar vehicles

Nicholasville, KY

2012 Toyota Tacoma PreRunner

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

2012 Toyota Tacoma PreRunner

Nicholasville, KY

UnscoredLimited · 13
$10,237362,713 mi

Comparison: 13 similar vehicles

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$10,500130,829 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2012 Toyota RAV4 Limited

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

2012 Toyota RAV4 Limited

Nicholasville, KY

UnscoredLimited · 15
$10,599130,457 mi

Comparison: 15 similar vehicles

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$10,800130,488 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Nicholasville, KY

UnscoredLimited · 8
$11,000107,469 mi

Comparison: 8 similar vehicles

Nicholasville, KY

2020 Toyota C-HR LE

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

2020 Toyota C-HR LE

Nicholasville, KY

UnscoredLimited · 11
$11,500130,736 mi

Comparison: 11 similar vehicles

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$11,500122,326 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2018 Toyota C-HR XLE Premium

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

2018 Toyota C-HR XLE Premium

Nicholasville, KY

Fair PriceRobust · 58
$11,500112,673 mi

Market: $10,995 – $18,990

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

2018 Toyota C-HR XLE Premium

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

2018 Toyota C-HR XLE Premium

Nicholasville, KY

Fair PriceRobust · 58
$11,500118,506 mi

Market: $10,995 – $18,990

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$11,500105,369 mi

Comparison: 6 similar vehicles

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$11,500103,452 mi

Comparison: 6 similar vehicles

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$11,500114,206 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Nicholasville, KY

Fair PriceLimited · 18
$11,600101,773 mi

Market: $8,995 – $19,262

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Nicholasville, KY

Fair PriceRobust · 86
$12,000103,975 mi

Market: $9,999 – $21,999

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Nicholasville, KY

2020 Toyota C-HR LE

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

2020 Toyota C-HR LE

Nicholasville, KY

Fair PriceLimited · 11
$12,000116,135 mi

Market: $11,500 – $19,626

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

2020 Toyota C-HR XLE

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

2020 Toyota C-HR XLE

Nicholasville, KY

UnscoredInsufficient · 0
$12,000122,605 mi

Nicholasville, KY

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Nicholasville, KY

UnscoredLimited · 9
$12,500123,448 mi

Comparison: 9 similar vehicles

Nicholasville, KY

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Nicholasville, KY

Fair PriceLimited · 18
$12,500108,725 mi

Market: $8,995 – $19,262

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

2010 Toyota Sequoia Limited

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

2010 Toyota Sequoia Limited

Nicholasville, KY

UnscoredInsufficient · 0
$13,176192,181 mi

Nicholasville, KY

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Nicholasville, KY

Fair PriceRobust · 86
$13,50085,232 mi

Market: $9,999 – $21,999

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

2018 Toyota C-HR XLE Premium

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

2018 Toyota C-HR XLE Premium

Nicholasville, KY

Fair PriceRobust · 58
$13,50086,819 mi

Market: $10,995 – $18,990

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Nicholasville, KY

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

Nicholasville, KY

UnscoredLimited · 6
$14,50072,276 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Nicholasville, KY

UnscoredInsufficient · 3
$14,699145,725 mi

Comparison: 3 similar vehicles

Nicholasville, KY

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Nicholasville, KY

Fair PriceRobust · 101
$15,499111,156 mi

Market: $7,975 – $17,995

Comparison: 101 similar vehicles

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

Nicholasville, KY

2012 Toyota Tundra Limited

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

2012 Toyota Tundra Limited

Nicholasville, KY

UnscoredInsufficient · 3
$15,884175,333 mi

Comparison: 3 similar vehicles

Nicholasville, KY

2018 Toyota Sienna LE

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

2018 Toyota Sienna LE

Nicholasville, KY

UnscoredInsufficient · 0
$17,00052,000 mi

Nicholasville, KY

2018 Toyota RAV4 Limited

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

2018 Toyota RAV4 Limited

Nicholasville, KY

UnscoredLimited · 7
$17,447141,796 mi

Comparison: 7 similar vehicles

Nicholasville, KY

2013 Toyota Prius v Three

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

2013 Toyota Prius v Three

Nicholasville, KY

UnscoredInsufficient · 0
$17,48838,342 mi

Nicholasville, KY

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Nicholasville, KY

Fair PriceLimited · 16
$20,29953,935 mi

Market: $19,244 – $21,189

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Nicholasville, KY

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Nicholasville, KY

UnscoredLimited · 7
$20,29943,735 mi

Comparison: 7 similar vehicles

Nicholasville, KY

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Nicholasville, KY

UnscoredLimited · 7
$20,449108,825 mi

Comparison: 7 similar vehicles

Nicholasville, KY

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Nicholasville, KY

Fair PriceModerate · 39
$20,53750,753 mi

Market: $19,486 – $21,589

Comparison: 39 similar vehicles

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

Nicholasville, KY

2016 Toyota RAV4 Limited

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

2016 Toyota RAV4 Limited

Nicholasville, KY

Fair PriceRobust · 60
$20,660103,058 mi

Market: $10,768 – $23,990

Comparison: 60 similar vehicles

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

Nicholasville, KY

2024 Toyota Corolla Cross LE

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

2024 Toyota Corolla Cross LE

Nicholasville, KY

UnscoredInsufficient · 0
$20,699122,703 mi

Nicholasville, KY

2019 Toyota Highlander SE

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

2019 Toyota Highlander SE

Nicholasville, KY

UnscoredModerate · 47
$20,894133,909 mi

Comparison: 47 similar vehicles

Nicholasville, KY

2020 Toyota Camry XLE

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

2020 Toyota Camry XLE

Nicholasville, KY

Fair PriceLimited · 11
$22,440103,137 mi

Market: $14,999 – $24,333

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Nicholasville, KY

2024 Toyota Camry LE

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

2024 Toyota Camry LE

Nicholasville, KY

UnscoredLimited · 8
$22,68663,939 mi

Comparison: 8 similar vehicles

Nicholasville, KY

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Nicholasville, KY

Fair PriceRobust · 74
$22,69932,115 mi

Market: $19,000 – $26,875

Comparison: 74 similar vehicles

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

Nicholasville, KY

2023 Toyota Camry XLE

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

2023 Toyota Camry XLE

Nicholasville, KY

Fair PriceLimited · 15
$23,18681,583 mi

Market: $19,245 – $31,007

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Nicholasville, KY

2021 Toyota RAV4 LE

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

2021 Toyota RAV4 LE

Nicholasville, KY

UnscoredLimited · 6
$23,23775,762 mi

Comparison: 6 similar vehicles

Nicholasville, KY

2021 Toyota Highlander LE

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

2021 Toyota Highlander LE

Nicholasville, KY

Fair PriceModerate · 40
$23,27990,905 mi

Market: $19,245 – $28,292

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Nicholasville, KY

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

Nicholasville, KY

Fair PriceModerate · 23
$23,69960,879 mi

Market: $17,182 – $25,474

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Nicholasville, KY

2016 Toyota 4Runner SR5 Premium

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

2016 Toyota 4Runner SR5 Premium

Nicholasville, KY

UnscoredModerate · 44
$23,943153,564 mi

Comparison: 44 similar vehicles

Nicholasville, KY

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Nicholasville, KY

Fair PriceLimited · 14
$23,99995,867 mi

Market: $20,999 – $27,332

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Nicholasville, KY

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Nicholasville, KY

UnscoredModerate · 31
$24,48655,585 mi

Comparison: 31 similar vehicles

Nicholasville, KY

2022 Toyota Highlander L

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

2022 Toyota Highlander L

Nicholasville, KY

UnscoredLimited · 8
$24,68685,094 mi

Comparison: 8 similar vehicles

Nicholasville, KY

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Nicholasville, KY

Fair PriceRobust · 172
$24,694102,584 mi

Market: $14,466 – $27,998

Comparison: 172 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Nicholasville, KY

2024 Toyota RAV4 LE

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

2024 Toyota RAV4 LE

Nicholasville, KY

UnscoredLimited · 18
$24,69999,504 mi

Comparison: 18 similar vehicles

Nicholasville, KY

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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