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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

79 listings found

2010 Volkswagen Passat Komfort

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

2010 Volkswagen Passat Komfort

Tinton Falls, NJ

UnscoredLimited · 6
$5,000139,187 mi

Comparison: 6 similar vehicles

Tinton Falls, NJ

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Tinton Falls, NJ

Fair PriceModerate · 22
$7,00079,910 mi

Market: $2,300 – $9,995

Comparison: 22 similar vehicles

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

Tinton Falls, NJ

2020 Volkswagen Passat SE

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

2020 Volkswagen Passat SE

Tinton Falls, NJ

UnscoredInsufficient · 3
$8,599121,975 mi

Comparison: 3 similar vehicles

Tinton Falls, NJ

2015 Volkswagen Golf GTI S

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

2015 Volkswagen Golf GTI S

Tinton Falls, NJ

UnscoredModerate · 38
$9,995124,630 mi

Comparison: 38 similar vehicles

Tinton Falls, NJ

2019 Volkswagen Tiguan SEL R-Line

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

2019 Volkswagen Tiguan SEL R-Line

Tinton Falls, NJ

UnscoredInsufficient · 3
$13,748109,290 mi

Comparison: 3 similar vehicles

Tinton Falls, NJ

2019 Volkswagen Atlas SE w/Tech

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

2019 Volkswagen Atlas SE w/Tech

Tinton Falls, NJ

Fair PriceLimited · 10
$15,70887,013 mi

Market: $10,499 – $20,234

Comparison: 10 similar vehicles

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

Tinton Falls, NJ

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceModerate · 23
$17,74194,679 mi

Market: $9,997 – $18,995

Comparison: 23 similar vehicles

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

Tinton Falls, NJ

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Tinton Falls, NJ

UnscoredInsufficient · 4
$18,83945,741 mi

Comparison: 4 similar vehicles

Tinton Falls, NJ

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Tinton Falls, NJ

UnscoredInsufficient · 4
$18,90891,422 mi

Comparison: 4 similar vehicles

Tinton Falls, NJ

2025 Volkswagen Jetta S

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

2025 Volkswagen Jetta S

Tinton Falls, NJ

Fair PriceRobust · 103
$19,44247,270 mi

Market: $16,325 – $22,398

Comparison: 103 similar vehicles

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

Tinton Falls, NJ

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Tinton Falls, NJ

UnscoredLimited · 9
$22,46812,464 mi

Comparison: 9 similar vehicles

Tinton Falls, NJ

2027 Volkswagen Jetta S

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

2027 Volkswagen Jetta S

Tinton Falls, NJ

Great DealLimited · 10
$23,230Mileage not verified

Market: $25,668 – $27,058

Comparison: 10 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Tinton Falls, NJ

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

Tinton Falls, NJ

UnscoredLimited · 9
$23,89128,761 mi

Comparison: 9 similar vehicles

Tinton Falls, NJ

2024 Volkswagen Tiguan SE R-LINE BLACK

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

2024 Volkswagen Tiguan SE R-LINE BLACK

Tinton Falls, NJ

UnscoredInsufficient · 3
$24,32964,308 mi

Comparison: 3 similar vehicles

Tinton Falls, NJ

2024 Volkswagen Jetta SEL

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

2024 Volkswagen Jetta SEL

Tinton Falls, NJ

Fair PriceLimited · 12
$24,35416,095 mi

Market: $21,847 – $24,696

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Tinton Falls, NJ

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Tinton Falls, NJ

UnscoredLimited · 5
$24,46731,471 mi

Comparison: 5 similar vehicles

Tinton Falls, NJ

2027 Volkswagen Jetta Sport

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

2027 Volkswagen Jetta Sport

Tinton Falls, NJ

Great DealModerate · 34
$24,630Mileage not verified

Market: $27,013 – $28,483

Comparison: 34 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Tinton Falls, NJ

2023 Volkswagen Tiguan SE R-LINE BLACK

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

2023 Volkswagen Tiguan SE R-LINE BLACK

Tinton Falls, NJ

Fair PriceLimited · 11
$24,97535,845 mi

Market: $22,998 – $26,454

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

Tinton Falls, NJ

Great DealLimited · 16
$25,158Mileage not verified

Market: $27,477 – $30,712

Comparison: 16 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 139 days listed (based on current market benchmarks)

Tinton Falls, NJ

2027 Volkswagen Jetta SE

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

2027 Volkswagen Jetta SE

Tinton Falls, NJ

Great DealRobust · 85
$26,230Mileage not verified

Market: $28,903 – $31,254

Comparison: 85 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 58 days listed (based on current market benchmarks)

Tinton Falls, NJ

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceLimited · 10
$26,35327,973 mi

Market: $21,788 – $28,195

Comparison: 10 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

Tinton Falls, NJ

Fair PriceLimited · 13
$26,6174,601 mi

Market: $23,990 – $27,063

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 343 days listed (based on current market benchmarks)

Tinton Falls, NJ

2024 Volkswagen Tiguan SE R-LINE BLACK

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

2024 Volkswagen Tiguan SE R-LINE BLACK

Tinton Falls, NJ

UnscoredLimited · 6
$26,97733,959 mi

Comparison: 6 similar vehicles

Tinton Falls, NJ

2023 Volkswagen Golf GTI SE

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

2023 Volkswagen Golf GTI SE

Tinton Falls, NJ

UnscoredInsufficient · 0
$28,34026,414 mi

Tinton Falls, NJ

2026 Volkswagen Tiguan S

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

2026 Volkswagen Tiguan S

Tinton Falls, NJ

Fair PriceRobust · 159
$29,402Mileage not verified

Market: $29,579 – $35,791

Comparison: 159 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 58 days listed (based on current market benchmarks)

Tinton Falls, NJ

2027 Volkswagen Taos SE

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

2027 Volkswagen Taos SE

Tinton Falls, NJ

Great DealRobust · 64
$31,000Mileage not verified

Market: $32,200 – $36,428

Comparison: 64 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 73 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,790Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Tinton Falls, NJ

2024 Volkswagen Atlas SE w/Tech

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

2024 Volkswagen Atlas SE w/Tech

Tinton Falls, NJ

Fair PriceLimited · 11
$31,93033,896 mi

Market: $26,835 – $33,784

Comparison: 11 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$31,965Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

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

Tinton Falls, NJ

2027 Volkswagen Taos SE

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

2027 Volkswagen Taos SE

Tinton Falls, NJ

Fair PriceRobust · 64
$32,200Mileage not verified

Market: $31,000 – $36,428

Comparison: 64 similar vehicles

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

Tinton Falls, NJ

2027 Volkswagen Taos SE

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

2027 Volkswagen Taos SE

Tinton Falls, NJ

Fair PriceRobust · 64
$32,200Mileage not verified

Market: $31,000 – $36,428

Comparison: 64 similar vehicles

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

Tinton Falls, NJ

2027 Volkswagen Taos SE

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

2027 Volkswagen Taos SE

Tinton Falls, NJ

Fair PriceRobust · 64
$32,200Mileage not verified

Market: $31,000 – $36,428

Comparison: 64 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$32,220Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$32,306Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Tinton Falls, NJ

2027 Volkswagen Taos SE Black

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

2027 Volkswagen Taos SE Black

Tinton Falls, NJ

Fair PriceModerate · 32
$32,755Mileage not verified

Market: $33,208 – $37,478

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 41 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Tinton Falls, NJ

Fair PriceRobust · 668
$33,165Mileage not verified

Market: $31,395 – $40,351

Comparison: 668 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Tinton Falls, NJ

2027 Volkswagen Jetta GLI Autobahn

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

2027 Volkswagen Jetta GLI Autobahn

Tinton Falls, NJ

Great DealModerate · 41
$33,869Mileage not verified

Market: $36,127 – $38,760

Comparison: 41 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Tinton Falls, NJ

2027 Volkswagen Taos SEL

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

2027 Volkswagen Taos SEL

Tinton Falls, NJ

Fair PriceModerate · 44
$35,810Mileage not verified

Market: $35,883 – $40,248

Comparison: 44 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 41 days listed (based on current market benchmarks)

Tinton Falls, NJ

2027 Volkswagen Taos SEL

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

2027 Volkswagen Taos SEL

Tinton Falls, NJ

Fair PriceModerate · 44
$35,883Mileage not verified

Market: $35,810 – $40,248

Comparison: 44 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Tiguan SE R-LINE BLACK

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

2026 Volkswagen Tiguan SE R-LINE BLACK

Tinton Falls, NJ

Fair PriceRobust · 374
$35,946Mileage not verified

Market: $36,116 – $43,417

Comparison: 374 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 39 days listed (based on current market benchmarks)

Tinton Falls, NJ

2026 Volkswagen Tiguan SE R-LINE BLACK

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

2026 Volkswagen Tiguan SE R-LINE BLACK

Tinton Falls, NJ

Fair PriceRobust · 374
$36,632102 mi

Market: $35,946 – $43,417

Comparison: 374 similar vehicles

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

Tinton Falls, NJ

2027 Volkswagen Tiguan Comfortline

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

2027 Volkswagen Tiguan Comfortline

Tinton Falls, NJ

Fair PriceRobust · 50
$37,492Mileage not verified

Market: $37,492 – $41,046

Comparison: 50 similar vehicles

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

Tinton Falls, NJ

2027 Volkswagen Tiguan Comfortline

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

2027 Volkswagen Tiguan Comfortline

Tinton Falls, NJ

Fair PriceRobust · 50
$37,492Mileage not verified

Market: $37,492 – $41,046

Comparison: 50 similar vehicles

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

Tinton Falls, NJ

2026 Volkswagen Golf GTI SE

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

2026 Volkswagen Golf GTI SE

Tinton Falls, NJ

Great DealModerate · 36
$37,849Mileage not verified

Market: $39,270 – $43,412

Comparison: 36 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 4 days listed (based on current market benchmarks)

Tinton Falls, NJ

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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