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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 1, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

36 listings found

2020 Volvo XC40 Momentum

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

2020 Volvo XC40 Momentum

Ithaca, NY

UnscoredInsufficient · 0
$18,99976,235 mi

Ithaca, NY

2021 Volvo S60 Inscription

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

2021 Volvo S60 Inscription

Ithaca, NY

UnscoredInsufficient · 0
$22,32544,170 mi

Ithaca, NY

2022 Volvo XC40 R-Design

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

2022 Volvo XC40 R-Design

Ithaca, NY

UnscoredInsufficient · 0
$25,72536,237 mi

Ithaca, NY

2022 Volvo XC40 R-Design

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

2022 Volvo XC40 R-Design

Ithaca, NY

Fair PriceLimited · 17
$26,52543,971 mi

Market: $26,178 – $30,779

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ithaca, NY

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Ithaca, NY

Fair PriceRobust · 115
$32,82524,343 mi

Market: $26,600 – $46,998

Comparison: 115 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Ithaca, NY

2025 Volvo XC40 Plus

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

2025 Volvo XC40 Plus

Ithaca, NY

Fair PriceModerate · 25
$33,7258,975 mi

Market: $32,099 – $44,595

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ithaca, NY

2023 Volvo XC90 Plus

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

2023 Volvo XC90 Plus

Ithaca, NY

Fair PriceRobust · 85
$34,52562,277 mi

Market: $26,444 – $34,999

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Ithaca, NY

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

Ithaca, NY

Fair PriceLimited · 13
$37,82522,503 mi

Market: $32,675 – $40,185

Comparison: 13 similar vehicles

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

Ithaca, NY

2025 Volvo S90 Plus

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

2025 Volvo S90 Plus

Ithaca, NY

Unscored
$39,7255,385 mi

Comparison: 6 similar vehicles

Ithaca, NY

2026 Volvo XC40 Core

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

2026 Volvo XC40 Core

Ithaca, NY

UnscoredInsufficient · 3
$41,870Mileage not verified

Comparison: 3 similar vehicles

Ithaca, NY

2026 Volvo XC40 Core

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

2026 Volvo XC40 Core

Ithaca, NY

Fair PriceRobust · 191
$42,760Mileage not verified

Market: $39,127 – $48,600

Comparison: 191 similar vehicles

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

Ithaca, NY

2026 Volvo XC40 Core

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

2026 Volvo XC40 Core

Ithaca, NY

UnscoredInsufficient · 3
$42,870Mileage not verified

Comparison: 3 similar vehicles

Ithaca, NY

2026 Volvo XC40 Ultra Black Edition

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

2026 Volvo XC40 Ultra Black Edition

Ithaca, NY

Fair PriceRobust · 157
$45,674Mileage not verified

Market: $43,638 – $56,945

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 317 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo XC40 Plus

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

2026 Volvo XC40 Plus

Ithaca, NY

Fair PriceRobust · 443
$46,935242 mi

Market: $39,608 – $52,559

Comparison: 443 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo XC40 Plus

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

2026 Volvo XC40 Plus

Ithaca, NY

Fair PriceRobust · 443
$47,405Mileage not verified

Market: $39,608 – $52,559

Comparison: 443 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo EX30 Ultra

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

2026 Volvo EX30 Ultra

Ithaca, NY

Fair PriceRobust · 71
$47,674Mileage not verified

Market: $41,007 – $55,330

Comparison: 71 similar vehicles

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

Ithaca, NY

2026 Volvo XC60 Ultra

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

2026 Volvo XC60 Ultra

Ithaca, NY

Fair PriceRobust · 70
$49,22514,462 mi

Market: $46,993 – $59,995

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo XC40 Ultra

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

2026 Volvo XC40 Ultra

Ithaca, NY

Fair PriceRobust · 211
$50,555Mileage not verified

Market: $43,289 – $55,570

Comparison: 211 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Ithaca, NY

2027 Volvo XC60 Core

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

2027 Volvo XC60 Core

Ithaca, NY

Fair PriceRobust · 221
$51,285Mileage not verified

Market: $49,244 – $54,740

Comparison: 221 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo XC40 Ultra Black Edition

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

2026 Volvo XC40 Ultra Black Edition

Ithaca, NY

Fair PriceRobust · 157
$51,635Mileage not verified

Market: $43,638 – $56,945

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Ithaca, NY

2027 Volvo XC60 Core

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

2027 Volvo XC60 Core

Ithaca, NY

Fair PriceRobust · 220
$52,925Mileage not verified

Market: $49,244 – $54,740

Comparison: 220 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo XC60 Plus

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

2026 Volvo XC60 Plus

Ithaca, NY

Fair PriceRobust · 311
$54,674Mileage not verified

Market: $49,238 – $72,220

Comparison: 311 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Ithaca, NY

2027 Volvo XC60 Plus

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

2027 Volvo XC60 Plus

Ithaca, NY

UnscoredInsufficient · 3
$56,485Mileage not verified

Comparison: 3 similar vehicles

Ithaca, NY

2027 Volvo XC60 Plus

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

2027 Volvo XC60 Plus

Ithaca, NY

Fair PriceRobust · 495
$58,125Mileage not verified

Market: $55,244 – $71,649

Comparison: 495 similar vehicles

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

Ithaca, NY

2027 Volvo XC90 Core

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

2027 Volvo XC90 Core

Ithaca, NY

Fair PriceRobust · 113
$61,595Mileage not verified

Market: $60,644 – $64,600

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Ithaca, NY

2026 Volvo XC60 Ultra

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

2026 Volvo XC60 Ultra

Ithaca, NY

Fair PriceRobust · 86
$61,674Mileage not verified

Market: $55,420 – $79,300

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Ithaca, NY

2027 Volvo XC90 Core

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

2027 Volvo XC90 Core

Ithaca, NY

Fair PriceRobust · 112
$62,085Mileage not verified

Market: $60,644 – $64,600

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Ithaca, NY

2027 Volvo XC60 Ultra

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

2027 Volvo XC60 Ultra

Ithaca, NY

Fair PriceRobust · 229
$63,475Mileage not verified

Market: $61,044 – $81,890

Comparison: 229 similar vehicles

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

Ithaca, NY

2026 Volvo XC90 Plus

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

2026 Volvo XC90 Plus

Ithaca, NY

UnscoredInsufficient · 4
$63,674Mileage not verified

Comparison: 4 similar vehicles

Ithaca, NY

2026 Volvo XC90 Plus

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

2026 Volvo XC90 Plus

Ithaca, NY

UnscoredInsufficient · 4
$63,674Mileage not verified

Comparison: 4 similar vehicles

Ithaca, NY

2026 Volvo XC60 Plus

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

2026 Volvo XC60 Plus

Ithaca, NY

Fair PriceRobust · 311
$70,720Mileage not verified

Market: $49,238 – $71,080

Comparison: 311 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Ithaca, NY

2027 Volvo XC90 Plus

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

2027 Volvo XC90 Plus

Ithaca, NY

UnscoredInsufficient · 3
$70,925Mileage not verified

Comparison: 3 similar vehicles

Ithaca, NY

2027 Volvo XC90 Plus

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

2027 Volvo XC90 Plus

Ithaca, NY

UnscoredInsufficient · 4
$71,035Mileage not verified

Comparison: 4 similar vehicles

Ithaca, NY

2027 Volvo XC90 Plus

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

2027 Volvo XC90 Plus

Ithaca, NY

UnscoredInsufficient · 3
$71,035Mileage not verified

Comparison: 3 similar vehicles

Ithaca, NY

2026 Volvo XC90 Plus

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

2026 Volvo XC90 Plus

Ithaca, NY

UnscoredInsufficient · 4
$78,674Mileage not verified

Comparison: 4 similar vehicles

Ithaca, NY

2026 Volvo EX90 Ultra

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

2026 Volvo EX90 Ultra

Ithaca, NY

Fair PriceLimited · 10
$88,674Mileage not verified

Market: $82,215 – $95,439

Comparison: 10 similar vehicles

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

Ithaca, NY

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.
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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