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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 · November 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

105 listings found

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Irving, TX

UnscoredInsufficient · 3
$5,990101,929 mi

Comparison: 3 similar vehicles

Irving, TX

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Irving, TX

UnscoredInsufficient · 3
$7,99098,677 mi

Comparison: 3 similar vehicles

Irving, TX

2017 Volvo V60 Premier

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

2017 Volvo V60 Premier

Irving, TX

UnscoredInsufficient · 0
$8,850114,255 mi

Irving, TX

2015 Volvo XC60 T6 Platinum

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

2015 Volvo XC60 T6 Platinum

Irving, TX

UnscoredInsufficient · 3
$10,870103,750 mi

Comparison: 3 similar vehicles

Irving, TX

2020 Volvo XC40 Momentum

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

2020 Volvo XC40 Momentum

Irving, TX

UnscoredInsufficient · 0
$16,78892,321 mi

Irving, TX

2019 Volvo XC40 Momentum

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

2019 Volvo XC40 Momentum

Irving, TX

Unscored
$16,97366,425 mi

Comparison: 8 similar vehicles

Irving, TX

2019 Volvo XC60 R-Design

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

2019 Volvo XC60 R-Design

Irving, TX

Great DealLimited · 10
$16,97483,915 mi

Market: $18,895 – $22,713

Comparison: 10 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 8 days listed (based on current market benchmarks)

Irving, TX

2020 Volvo XC40 R-Design

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

2020 Volvo XC40 R-Design

Irving, TX

UnscoredInsufficient · 3
$16,99088,600 mi

Comparison: 3 similar vehicles

Irving, TX

2017 Volvo XC90 Momentum

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

2017 Volvo XC90 Momentum

Irving, TX

Fair PriceLimited · 13
$16,99462,079 mi

Market: $11,491 – $18,990

Comparison: 13 similar vehicles

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

Irving, TX

2018 Volvo V60 Base

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

2018 Volvo V60 Base

Irving, TX

UnscoredInsufficient · 0
$18,00078,318 mi

Irving, TX

2021 Volvo XC40 R-Design

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

2021 Volvo XC40 R-Design

Irving, TX

UnscoredInsufficient · 3
$18,99362,810 mi

Comparison: 3 similar vehicles

Irving, TX

2021 Volvo S60 Momentum

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

2021 Volvo S60 Momentum

Irving, TX

UnscoredInsufficient · 0
$19,08876,462 mi

Irving, TX

2019 Volvo XC90 Inscription

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

2019 Volvo XC90 Inscription

Irving, TX

Unscored
$19,99984,514 mi

Comparison: 7 similar vehicles

Irving, TX

2021 Volvo XC90 Momentum

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

2021 Volvo XC90 Momentum

Irving, TX

Unscored
$21,62160,848 mi

Comparison: 7 similar vehicles

Irving, TX

2021 Volvo XC90 Inscription

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

2021 Volvo XC90 Inscription

Irving, TX

UnscoredInsufficient · 3
$21,74581,507 mi

Comparison: 3 similar vehicles

Irving, TX

2020 Volvo XC60 Momentum

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

2020 Volvo XC60 Momentum

Irving, TX

UnscoredInsufficient · 4
$21,80076,208 mi

Comparison: 4 similar vehicles

Irving, TX

2022 Volvo XC40 Momentum

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

2022 Volvo XC40 Momentum

Irving, TX

UnscoredInsufficient · 0
$23,22247,978 mi

Irving, TX

2019 Volvo XC90 Momentum

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

2019 Volvo XC90 Momentum

Irving, TX

OverpricedLimited · 13
$23,99867,249 mi

Market: $15,219 – $21,599

Comparison: 13 similar vehicles

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

Irving, TX

2020 Volvo XC90 Momentum

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

2020 Volvo XC90 Momentum

Irving, TX

UnscoredInsufficient · 0
$24,68846,677 mi

Irving, TX

2022 Volvo S90 Inscription

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

2022 Volvo S90 Inscription

Irving, TX

UnscoredInsufficient · 0
$24,70448,115 mi

Irving, TX

2024 Volvo XC40 Plus

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

2024 Volvo XC40 Plus

Irving, TX

UnscoredInsufficient · 4
$24,99997,168 mi

Comparison: 4 similar vehicles

Irving, TX

2023 Volvo XC40 Ultimate

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

2023 Volvo XC40 Ultimate

Irving, TX

UnscoredInsufficient · 0
$25,28448,767 mi

Irving, TX

2024 Volvo XC40 Core

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

2024 Volvo XC40 Core

Irving, TX

UnscoredInsufficient · 4
$25,59833,317 mi

Comparison: 4 similar vehicles

Irving, TX

2021 Volvo S60 Momentum

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

2021 Volvo S60 Momentum

Irving, TX

UnscoredInsufficient · 3
$25,99845,341 mi

Comparison: 3 similar vehicles

Irving, TX

2023 Volvo XC90 Plus

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

2023 Volvo XC90 Plus

Irving, TX

Great DealLimited · 17
$27,27768,587 mi

Market: $29,113 – $33,438

Comparison: 17 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Irving, TX

2022 Volvo XC60 Inscription

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

2022 Volvo XC60 Inscription

Irving, TX

Unscored
$27,99846,604 mi

Comparison: 5 similar vehicles

Irving, TX

2021 Volvo XC60 Inscirption Expression

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

2021 Volvo XC60 Inscirption Expression

Irving, TX

UnscoredInsufficient · 0
$27,99859,748 mi

Irving, TX

2022 Volvo XC60 Inscription

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

2022 Volvo XC60 Inscription

Irving, TX

UnscoredInsufficient · 3
$28,99148,129 mi

Comparison: 3 similar vehicles

Irving, TX

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Irving, TX

Fair PriceLimited · 10
$28,99833,713 mi

Market: $23,980 – $30,345

Comparison: 10 similar vehicles

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

Irving, TX

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Irving, TX

Fair PriceLimited · 11
$29,40046,382 mi

Market: $25,500 – $30,000

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Irving, TX

2025 Volvo XC40 Core

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

2025 Volvo XC40 Core

Irving, TX

UnscoredInsufficient · 4
$29,76313,057 mi

Comparison: 4 similar vehicles

Irving, TX

2024 Volvo XC40 Plus

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

2024 Volvo XC40 Plus

Irving, TX

Unscored
$29,80034,396 mi

Comparison: 13 similar vehicles

Irving, TX

2024 Volvo XC40 Core

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

2024 Volvo XC40 Core

Irving, TX

UnscoredInsufficient · 4
$29,90022,269 mi

Comparison: 4 similar vehicles

Irving, TX

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

Irving, TX

Fair PriceLimited · 15
$29,99833,011 mi

Market: $25,914 – $30,223

Comparison: 15 similar vehicles

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

Irving, TX

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Irving, TX

OverpricedLimited · 11
$30,00040,287 mi

Market: $25,500 – $29,800

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Irving, TX

2024 Volvo XC40 Core

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

2024 Volvo XC40 Core

Irving, TX

UnscoredInsufficient · 4
$30,00023,782 mi

Comparison: 4 similar vehicles

Irving, TX

2025 Volvo V60 Cross Country Plus

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

2025 Volvo V60 Cross Country Plus

Irving, TX

Unscored
$30,39931,070 mi

Comparison: 5 similar vehicles

Irving, TX

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Irving, TX

Fair PriceLimited · 12
$30,40025,543 mi

Market: $29,500 – $41,777

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Irving, TX

2022 Volvo XC90 Momentum

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

2022 Volvo XC90 Momentum

Irving, TX

Unscored
$31,40039,983 mi

Comparison: 9 similar vehicles

Irving, TX

2026 Volvo XC40 Plus

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

2026 Volvo XC40 Plus

Irving, TX

Fair PriceModerate · 21
$31,80017,218 mi

Market: $32,712 – $36,777

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 83 days listed (based on current market benchmarks)

Irving, TX

2023 Volvo XC60 Plus

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

2023 Volvo XC60 Plus

Irving, TX

OverpricedLimited · 10
$31,99846,134 mi

Market: $27,005 – $30,998

Comparison: 10 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Irving, TX

2023 Volvo XC90 Core

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

2023 Volvo XC90 Core

Irving, TX

Unscored
$32,22545,207 mi

Comparison: 6 similar vehicles

Irving, TX

2023 Volvo XC40 Ultimate

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

2023 Volvo XC40 Ultimate

Irving, TX

OverpricedLimited · 12
$32,40020,521 mi

Market: $27,996 – $31,217

Comparison: 12 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Irving, TX

2024 Volvo XC40 Ultimate

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

2024 Volvo XC40 Ultimate

Irving, TX

Unscored
$32,80038,892 mi

Comparison: 9 similar vehicles

Irving, TX

2022 Volvo XC90 Inscription

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

2022 Volvo XC90 Inscription

Irving, TX

UnscoredInsufficient · 3
$32,99957,057 mi

Comparison: 3 similar vehicles

Irving, TX

2024 Volvo XC40 Plus

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

2024 Volvo XC40 Plus

Irving, TX

OverpricedModerate · 35
$33,90026,305 mi

Market: $29,219 – $33,223

Comparison: 35 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Irving, TX

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

Irving, TX

Fair PriceModerate · 44
$34,00037,380 mi

Market: $29,998 – $46,400

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Irving, TX

2026 Volvo XC40 Plus

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

2026 Volvo XC40 Plus

Irving, TX

Fair PriceModerate · 21
$34,80018,519 mi

Market: $31,800 – $36,777

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Irving, TX

2025 Volvo XC60 Plus

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

2025 Volvo XC60 Plus

Irving, TX

Great DealLimited · 16
$33,80022,647 mi

Market: $34,998 – $45,000

Comparison: 16 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Irving, TX

2024 Volvo XC60 Core

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

2024 Volvo XC60 Core

Irving, TX

Unscored
$34,90035,546 mi

Comparison: 8 similar vehicles

Irving, TX

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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