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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

144 listings found

2019 Volkswagen Atlas SE

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

2019 Volkswagen Atlas SE

Rochester Hills, MI

UnscoredLimited · 6
$9,019202,160 mi

Comparison: 6 similar vehicles

Rochester Hills, MI

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Rochester Hills, MI

Fair PriceModerate · 32
$10,000119,051 mi

Market: $7,379 – $14,590

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rochester Hills, MI

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceLimited · 11
$12,80090,775 mi

Market: $9,872 – $16,215

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Rochester Hills, MI

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Rochester Hills, MI

UnscoredLimited · 9
$13,04496,851 mi

Comparison: 9 similar vehicles

Rochester Hills, MI

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Rochester Hills, MI

UnscoredLimited · 9
$15,93375,079 mi

Comparison: 9 similar vehicles

Rochester Hills, MI

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Rochester Hills, MI

UnscoredInsufficient · 3
$16,65073,614 mi

Comparison: 3 similar vehicles

Rochester Hills, MI

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Rochester Hills, MI

UnscoredInsufficient · 3
$16,80087,920 mi

Comparison: 3 similar vehicles

Rochester Hills, MI

2020 Volkswagen Tiguan SEL

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

2020 Volkswagen Tiguan SEL

Rochester Hills, MI

UnscoredInsufficient · 0
$17,93357,507 mi

Rochester Hills, MI

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

Rochester Hills, MI

Fair PriceLimited · 14
$18,500101,146 mi

Market: $16,311 – $20,084

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Rochester Hills, MI

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceModerate · 26
$19,60858,136 mi

Market: $19,590 – $22,590

Comparison: 26 similar vehicles

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

Rochester Hills, MI

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Rochester Hills, MI

UnscoredLimited · 5
$19,71538,155 mi

Comparison: 5 similar vehicles

Rochester Hills, MI

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

Rochester Hills, MI

UnscoredLimited · 7
$20,28240,861 mi

Comparison: 7 similar vehicles

Rochester Hills, MI

2023 Volkswagen Taos S

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

2023 Volkswagen Taos S

Rochester Hills, MI

UnscoredLimited · 7
$20,59019,719 mi

Comparison: 7 similar vehicles

Rochester Hills, MI

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceModerate · 22
$21,40442,256 mi

Market: $18,785 – $21,812

Comparison: 22 similar vehicles

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

Rochester Hills, MI

2021 Volkswagen Atlas Cross Sport SE w/Tech R-Line

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

2021 Volkswagen Atlas Cross Sport SE w/Tech R-Line

Rochester Hills, MI

Fair PriceLimited · 16
$21,90985,293 mi

Market: $18,995 – $23,745

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Rochester Hills, MI

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceLimited · 13
$24,63112,308 mi

Market: $24,329 – $25,309

Comparison: 13 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

Rochester Hills, MI

UnscoredLimited · 6
$26,360Mileage not verified

Comparison: 6 similar vehicles

Rochester Hills, MI

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

Rochester Hills, MI

UnscoredLimited · 6
$26,499Mileage not verified

Comparison: 6 similar vehicles

Rochester Hills, MI

2027 Volkswagen Jetta Sport

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

2027 Volkswagen Jetta Sport

Rochester Hills, MI

Fair PriceLimited · 17
$26,720Mileage not verified

Market: $27,303 – $28,129

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Taos SE

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

2026 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceLimited · 16
$26,8003,225 mi

Market: $26,707 – $28,950

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Tiguan S

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

2026 Volkswagen Tiguan S

Rochester Hills, MI

UnscoredInsufficient · 4
$27,0266,635 mi

Comparison: 4 similar vehicles

Rochester Hills, MI

2023 Volkswagen Atlas Cross Sport SEL R-Line Black

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

2023 Volkswagen Atlas Cross Sport SEL R-Line Black

Rochester Hills, MI

UnscoredInsufficient · 0
$28,70358,228 mi

Rochester Hills, MI

2026 Volkswagen Taos SE

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

2026 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceModerate · 22
$29,384Mileage not verified

Market: $29,857 – $35,424

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 199 days listed (based on current market benchmarks)

Rochester Hills, MI

2027 Volkswagen Jetta SE

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

2027 Volkswagen Jetta SE

Rochester Hills, MI

Fair PriceLimited · 11
$29,516Mileage not verified

Market: $29,125 – $30,195

Comparison: 11 similar vehicles

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

Rochester Hills, MI

2027 Volkswagen Jetta SE

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

2027 Volkswagen Jetta SE

Rochester Hills, MI

Fair PriceLimited · 11
$29,575Mileage not verified

Market: $29,125 – $30,195

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Rochester Hills, MI

2027 Volkswagen Jetta SE

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

2027 Volkswagen Jetta SE

Rochester Hills, MI

Fair PriceLimited · 11
$29,746Mileage not verified

Market: $29,125 – $30,195

Comparison: 11 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Taos SE

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

2026 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceModerate · 22
$29,857Mileage not verified

Market: $29,384 – $35,424

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 346 days listed (based on current market benchmarks)

Rochester Hills, MI

2027 Volkswagen Taos Sport

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

2027 Volkswagen Taos Sport

Rochester Hills, MI

UnscoredInsufficient · 3
$29,940Mileage not verified

Comparison: 3 similar vehicles

Rochester Hills, MI

2026 Volkswagen Taos SE

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

2026 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceModerate · 22
$29,942Mileage not verified

Market: $29,384 – $35,424

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 321 days listed (based on current market benchmarks)

Rochester Hills, MI

2027 Volkswagen Taos S

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

2027 Volkswagen Taos S

Rochester Hills, MI

UnscoredLimited · 9
$29,966Mileage not verified

Comparison: 9 similar vehicles

Rochester Hills, MI

2026 Volkswagen Tiguan S

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

2026 Volkswagen Tiguan S

Rochester Hills, MI

Fair PriceLimited · 19
$30,380Mileage not verified

Market: $30,565 – $35,398

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 38 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Taos SE

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

2026 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceModerate · 22
$30,722Mileage not verified

Market: $29,384 – $35,411

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 321 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Taos SE

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

2026 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceModerate · 22
$30,758Mileage not verified

Market: $29,384 – $35,424

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Tiguan S

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

2026 Volkswagen Tiguan S

Rochester Hills, MI

Fair PriceLimited · 19
$31,116Mileage not verified

Market: $30,380 – $34,492

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 273 days listed (based on current market benchmarks)

Rochester Hills, MI

2024 Volkswagen Atlas Cross Sport SEL R-LINE

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

2024 Volkswagen Atlas Cross Sport SEL R-LINE

Rochester Hills, MI

UnscoredInsufficient · 4
$32,19936,759 mi

Comparison: 4 similar vehicles

Rochester Hills, MI

2027 Volkswagen Jetta SEL

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

2027 Volkswagen Jetta SEL

Rochester Hills, MI

Fair PriceLimited · 14
$32,516Mileage not verified

Market: $31,472 – $33,325

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Rochester Hills, MI

2027 Volkswagen Jetta SEL

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

2027 Volkswagen Jetta SEL

Rochester Hills, MI

Fair PriceLimited · 14
$32,516Mileage not verified

Market: $31,472 – $33,325

Comparison: 14 similar vehicles

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

Rochester Hills, MI

2027 Volkswagen Taos SE

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

2027 Volkswagen Taos SE

Rochester Hills, MI

Fair PriceModerate · 27
$32,535Mileage not verified

Market: $32,230 – $35,382

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Golf GTI S

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

2026 Volkswagen Golf GTI S

Rochester Hills, MI

Fair PriceLimited · 11
$32,596Mileage not verified

Market: $33,421 – $37,125

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Jetta GLI Autobahn

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

2026 Volkswagen Jetta GLI Autobahn

Rochester Hills, MI

UnscoredLimited · 7
$32,689Mileage not verified

Comparison: 7 similar vehicles

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$32,996Mileage not verified

Market: $33,416 – $39,072

Comparison: 155 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 38 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Jetta GLI Autobahn

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

2026 Volkswagen Jetta GLI Autobahn

Rochester Hills, MI

UnscoredLimited · 7
$33,248Mileage not verified

Comparison: 7 similar vehicles

Rochester Hills, MI

2026 Volkswagen Jetta GLI Autobahn

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

2026 Volkswagen Jetta GLI Autobahn

Rochester Hills, MI

UnscoredLimited · 7
$33,248Mileage not verified

Comparison: 7 similar vehicles

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,416Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,416Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,416Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,416Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,416Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,785Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

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

Rochester Hills, MI

2026 Volkswagen Tiguan SE

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

2026 Volkswagen Tiguan SE

Rochester Hills, MI

Fair PriceRobust · 155
$33,785Mileage not verified

Market: $32,996 – $39,072

Comparison: 155 similar vehicles

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

Rochester Hills, MI

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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