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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

79 listings found

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

San Luis Obispo, CA

UnscoredInsufficient · 0
$8,99591,342 mi

San Luis Obispo, CA

2017 Hyundai Santa Fe Limited Ultimate

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

2017 Hyundai Santa Fe Limited Ultimate

San Luis Obispo, CA

Fair PriceModerate · 20
$13,295111,501 mi

Market: $8,668 – $15,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

San Luis Obispo, CA

2021 Hyundai Kona SE

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

2021 Hyundai Kona SE

San Luis Obispo, CA

Fair PriceLimited · 11
$14,79572,517 mi

Market: $10,777 – $15,995

Comparison: 11 similar vehicles

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

San Luis Obispo, CA

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

San Luis Obispo, CA

Fair PriceModerate · 21
$17,010111,816 mi

Market: $14,995 – $28,294

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

San Luis Obispo, CA

2023 Hyundai Sonata N Line

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

2023 Hyundai Sonata N Line

San Luis Obispo, CA

UnscoredInsufficient · 3
$18,76169,873 mi

Comparison: 3 similar vehicles

San Luis Obispo, CA

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

San Luis Obispo, CA

Fair PriceModerate · 29
$18,995106,726 mi

Market: $14,295 – $21,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

San Luis Obispo, CA

2023 Hyundai Sonata SEL

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

2023 Hyundai Sonata SEL

San Luis Obispo, CA

UnscoredInsufficient · 0
$22,02511,395 mi

San Luis Obispo, CA

2022 Hyundai Santa Fe Calligraphy

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

2022 Hyundai Santa Fe Calligraphy

San Luis Obispo, CA

UnscoredInsufficient · 0
$23,92563,303 mi

San Luis Obispo, CA

2024 Hyundai Tucson SE

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

2024 Hyundai Tucson SE

San Luis Obispo, CA

UnscoredLimited · 5
$24,02515,252 mi

Comparison: 5 similar vehicles

San Luis Obispo, CA

2021 Hyundai Sonata Hybrid Limited

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

2021 Hyundai Sonata Hybrid Limited

San Luis Obispo, CA

UnscoredInsufficient · 0
$24,81536,675 mi

San Luis Obispo, CA

2026 Hyundai Elantra SE

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

2026 Hyundai Elantra SE

San Luis Obispo, CA

Fair PriceRobust · 374
$25,037Mileage not verified

Market: $20,192 – $29,783

Comparison: 374 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

San Luis Obispo, CA

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

San Luis Obispo, CA

Fair PriceRobust · 60
$25,92627,819 mi

Market: $19,961 – $27,117

Comparison: 60 similar vehicles

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

San Luis Obispo, CA

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

San Luis Obispo, CA

Fair PriceRobust · 302
$26,43129,724 mi

Market: $20,584 – $28,117

Comparison: 302 similar vehicles

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

San Luis Obispo, CA

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

San Luis Obispo, CA

Fair PriceRobust · 302
$26,82522,945 mi

Market: $20,584 – $28,117

Comparison: 302 similar vehicles

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

San Luis Obispo, CA

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

San Luis Obispo, CA

Fair PriceRobust · 60
$27,02525,533 mi

Market: $19,961 – $27,117

Comparison: 60 similar vehicles

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

San Luis Obispo, CA

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

San Luis Obispo, CA

OverpricedModerate · 23
$27,02515,144 mi

Market: $21,117 – $25,998

Comparison: 23 similar vehicles

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

San Luis Obispo, CA

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

San Luis Obispo, CA

OverpricedRobust · 50
$27,522Mileage not verified

Market: $23,857 – $25,458

Comparison: 50 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

San Luis Obispo, CA

Fair PriceRobust · 558
$27,532Mileage not verified

Market: $22,237 – $27,827

Comparison: 558 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

San Luis Obispo, CA

Fair PriceRobust · 558
$27,717Mileage not verified

Market: $22,237 – $27,827

Comparison: 558 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

San Luis Obispo, CA

2023 Hyundai IONIQ 6 Limited

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

2023 Hyundai IONIQ 6 Limited

San Luis Obispo, CA

UnscoredLimited · 6
$29,52514,668 mi

Comparison: 6 similar vehicles

San Luis Obispo, CA

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

San Luis Obispo, CA

Fair PriceRobust · 101
$30,392Mileage not verified

Market: $28,147 – $30,602

Comparison: 101 similar vehicles

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

San Luis Obispo, CA

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

San Luis Obispo, CA

Fair PriceRobust · 502
$30,412Mileage not verified

Market: $26,520 – $32,802

Comparison: 502 similar vehicles

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

San Luis Obispo, CA

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

San Luis Obispo, CA

Fair PriceRobust · 502
$30,442Mileage not verified

Market: $26,520 – $32,802

Comparison: 502 similar vehicles

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

San Luis Obispo, CA

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

San Luis Obispo, CA

Fair PriceRobust · 101
$30,442Mileage not verified

Market: $28,147 – $30,602

Comparison: 101 similar vehicles

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

San Luis Obispo, CA

2026 Hyundai Elantra Blue

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

2026 Hyundai Elantra Blue

San Luis Obispo, CA

Fair PriceRobust · 519
$31,247Mileage not verified

Market: $25,115 – $32,182

Comparison: 519 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

San Luis Obispo, CA

2022 Hyundai Palisade Calligraphy

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

2022 Hyundai Palisade Calligraphy

San Luis Obispo, CA

Fair PriceLimited · 12
$31,29047,779 mi

Market: $27,171 – $33,803

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Elantra Blue

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

2026 Hyundai Elantra Blue

San Luis Obispo, CA

Fair PriceRobust · 519
$31,767Mileage not verified

Market: $25,115 – $32,182

Comparison: 519 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

San Luis Obispo, CA

2025 Hyundai Santa Fe SEL

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

2025 Hyundai Santa Fe SEL

San Luis Obispo, CA

UnscoredLimited · 7
$31,9908,902 mi

Comparison: 7 similar vehicles

San Luis Obispo, CA

2027 Hyundai Sonata Hybrid Blue

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

2027 Hyundai Sonata Hybrid Blue

San Luis Obispo, CA

Fair PriceRobust · 190
$32,437Mileage not verified

Market: $29,815 – $33,602

Comparison: 190 similar vehicles

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

San Luis Obispo, CA

2027 Hyundai Kona SEL Premium

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

2027 Hyundai Kona SEL Premium

San Luis Obispo, CA

Fair PriceLimited · 13
$32,502Mileage not verified

Market: $30,247 – $33,288

Comparison: 13 similar vehicles

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

San Luis Obispo, CA

2026 Hyundai Santa Fe SE

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

2026 Hyundai Santa Fe SE

San Luis Obispo, CA

UnscoredInsufficient · 3
$33,197Mileage not verified

Comparison: 3 similar vehicles

San Luis Obispo, CA

2026 Hyundai Santa Fe SE

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

2026 Hyundai Santa Fe SE

San Luis Obispo, CA

UnscoredInsufficient · 3
$33,207Mileage not verified

Comparison: 3 similar vehicles

San Luis Obispo, CA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

San Luis Obispo, CA

Fair PriceRobust · 112
$33,557Mileage not verified

Market: $31,062 – $52,742

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Santa Fe SE

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

2026 Hyundai Santa Fe SE

San Luis Obispo, CA

UnscoredInsufficient · 3
$33,647Mileage not verified

Comparison: 3 similar vehicles

San Luis Obispo, CA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

San Luis Obispo, CA

Fair PriceRobust · 112
$34,057Mileage not verified

Market: $31,062 – $52,742

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Santa Fe SE

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

2026 Hyundai Santa Fe SE

San Luis Obispo, CA

UnscoredInsufficient · 3
$35,007Mileage not verified

Comparison: 3 similar vehicles

San Luis Obispo, CA

2027 Hyundai Sonata Hybrid SEL

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

2027 Hyundai Sonata Hybrid SEL

San Luis Obispo, CA

Fair PriceRobust · 91
$35,982Mileage not verified

Market: $33,442 – $36,895

Comparison: 91 similar vehicles

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

San Luis Obispo, CA

2026 Hyundai Tucson Blue SE

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

2026 Hyundai Tucson Blue SE

San Luis Obispo, CA

OverpricedRobust · 146
$38,027150 mi

Market: $31,100 – $37,727

Comparison: 146 similar vehicles

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

San Luis Obispo, CA

2026 Hyundai Santa Fe SE

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

2026 Hyundai Santa Fe SE

San Luis Obispo, CA

Fair PriceRobust · 176
$38,637Mileage not verified

Market: $31,619 – $42,647

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Tucson SEL Convenience

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

2026 Hyundai Tucson SEL Convenience

San Luis Obispo, CA

Fair PriceRobust · 271
$38,857Mileage not verified

Market: $33,950 – $41,772

Comparison: 271 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Tucson SEL Convenience

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

2026 Hyundai Tucson SEL Convenience

San Luis Obispo, CA

UnscoredLimited · 5
$38,912Mileage not verified

Comparison: 5 similar vehicles

San Luis Obispo, CA

2026 Hyundai Sonata N Line

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

2026 Hyundai Sonata N Line

San Luis Obispo, CA

UnscoredLimited · 7
$38,917Mileage not verified

Comparison: 7 similar vehicles

San Luis Obispo, CA

2026 Hyundai Tucson SEL Convenience

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

2026 Hyundai Tucson SEL Convenience

San Luis Obispo, CA

UnscoredLimited · 5
$38,977Mileage not verified

Comparison: 5 similar vehicles

San Luis Obispo, CA

2026 Hyundai Tucson SEL Convenience

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

2026 Hyundai Tucson SEL Convenience

San Luis Obispo, CA

Fair PriceRobust · 271
$39,402Mileage not verified

Market: $33,950 – $41,772

Comparison: 271 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Tucson SEL Convenience

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

2026 Hyundai Tucson SEL Convenience

San Luis Obispo, CA

UnscoredLimited · 5
$39,517Mileage not verified

Comparison: 5 similar vehicles

San Luis Obispo, CA

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

San Luis Obispo, CA

OverpricedRobust · 77
$41,027Mileage not verified

Market: $35,963 – $40,933

Comparison: 77 similar vehicles

San Luis Obispo, CA

2026 Hyundai Sonata Hybrid Limited

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

2026 Hyundai Sonata Hybrid Limited

San Luis Obispo, CA

Fair PriceRobust · 121
$41,027Mileage not verified

Market: $35,757 – $42,712

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

San Luis Obispo, CA

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

San Luis Obispo, CA

Fair PriceRobust · 98
$42,547Mileage not verified

Market: $40,097 – $45,727

Comparison: 98 similar vehicles

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

San Luis Obispo, CA

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

San Luis Obispo, CA

Fair PriceRobust · 98
$42,562Mileage not verified

Market: $40,097 – $45,727

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

San Luis Obispo, CA

2026 Hyundai Tucson Limited

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

2026 Hyundai Tucson Limited

San Luis Obispo, CA

UnscoredInsufficient · 4
$45,507Mileage not verified

Comparison: 4 similar vehicles

San Luis Obispo, CA

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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