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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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · August 30, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Local + regional

Comparable analysis

3.1M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 50
$24,588Mileage not verified

Market: $24,588$26,588

Comparison: 50 similar vehicles in Sandy, UT area

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Sandy, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 50
$24,588Mileage not verified

Market: $24,588$26,588

Comparison: 50 similar vehicles in Sandy, UT area

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Sandy, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 50
$24,588Mileage not verified

Market: $24,588$26,588

Comparison: 50 similar vehicles in Sandy, UT area

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sandy, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 50
$24,588Mileage not verified

Market: $24,588$26,588

Comparison: 50 similar vehicles in Sandy, UT area

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Sandy, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$24,649Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$24,649Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$24,672Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$24,672Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Orem, UT

UnscoredInsufficient · 0
$24,928Mileage not verified

Comparison scope: Orem, UT area

Orem, UT

No Photo

2027 Toyota Unknown

Orem, UT

UnscoredInsufficient · 0
$24,928Mileage not verified

Comparison scope: Orem, UT area

Orem, UT

No Photo

2027 Toyota Unknown

Orem, UT

UnscoredInsufficient · 0
$24,928Mileage not verified

Comparison scope: Orem, UT area

Orem, UT

No Photo

2027 Toyota Unknown

Orem, UT

UnscoredInsufficient · 0
$24,928Mileage not verified

Comparison scope: Orem, UT area

Orem, UT

No Photo

2027 Toyota Unknown

Orem, UT

UnscoredInsufficient · 0
$24,928Mileage not verified

Comparison scope: Orem, UT area

Orem, UT

No Photo

2027 Toyota Unknown

Logan, UT

UnscoredInsufficient · 0
$25,068Mileage not verified

Comparison scope: Logan, UT area

Logan, UT

No Photo

2027 Toyota Unknown

Logan, UT

UnscoredInsufficient · 0
$25,068Mileage not verified

Comparison scope: Logan, UT area

Logan, UT

No Photo

2027 Toyota Unknown

Logan, UT

UnscoredInsufficient · 0
$25,068Mileage not verified

Comparison scope: Logan, UT area

Logan, UT

No Photo

2027 Toyota Unknown

Draper, UT

UnscoredInsufficient · 0
$25,222Mileage not verified

Comparison scope: Draper, UT area

Draper, UT

No Photo

2027 Toyota Unknown

Riverdale, UT

UnscoredInsufficient · 0
$25,278Mileage not verified

Comparison scope: Riverdale, UT area

Riverdale, UT

No Photo

2027 Toyota Unknown

Riverdale, UT

UnscoredInsufficient · 0
$25,278Mileage not verified

Comparison scope: Riverdale, UT area

Riverdale, UT

No Photo

2027 Toyota Unknown

Draper, UT

UnscoredInsufficient · 0
$25,292Mileage not verified

Comparison scope: Draper, UT area

Draper, UT

No Photo

2027 Nissan KICKS S

South Jordan, UT

UnscoredLimited · 9
$25,334Mileage not verified

Comparison: 9 similar vehicles in South Jordan, UT area

South Jordan, UT

No Photo

2027 Mitsubishi Outlander Sport

American Fork, UT

UnscoredInsufficient · 0
$25,394Mileage not verified

Comparison scope: American Fork, UT area

American Fork, UT

No Photo

2027 Mitsubishi Outlander Sport

American Fork, UT

UnscoredInsufficient · 0
$25,394Mileage not verified

Comparison scope: American Fork, UT area

American Fork, UT

No Photo

2027 Toyota Unknown

Orem, UT

UnscoredInsufficient · 0
$25,403Mileage not verified

Comparison scope: Orem, UT area

Orem, UT

No Photo

2027 Toyota Unknown

Draper, UT

UnscoredInsufficient · 0
$25,455Mileage not verified

Comparison scope: Draper, UT area

Draper, UT

No Photo

2027 Volkswagen Jetta S

Salt Lake City, UT

UnscoredLimited · 6
$25,520Mileage not verified

Comparison: 6 similar vehicles in Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Murray, UT

UnscoredInsufficient · 0
$25,587Mileage not verified

Comparison scope: Murray, UT area

Murray, UT

No Photo

2027 Toyota Unknown

St. George, UT

UnscoredInsufficient · 0
$25,596Mileage not verified

Comparison scope: St. George, UT area

St. George, UT

No Photo

2027 Toyota Unknown

Draper, UT

UnscoredInsufficient · 0
$25,615Mileage not verified

Comparison scope: Draper, UT area

Draper, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Toyota Unknown

Salt Lake City, UT

UnscoredInsufficient · 0
$25,659Mileage not verified

Comparison scope: Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Mitsubishi Outlander Sport S

Ogden, UT

Fair PriceModerate · 32
$25,677Mileage not verified

Market: $24,588$26,588

Comparison: 32 similar vehicles in Ogden, UT area

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

Ogden, UT

No Photo

2027 Mitsubishi Outlander Sport S

South Salt Lake, UT

Fair PriceLimited · 16
$25,677Mileage not verified

Market: $24,588$26,588

Comparison: 16 similar vehicles in South Salt Lake, UT area

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

South Salt Lake, UT

No Photo

2027 Mitsubishi Outlander Sport S

Riverdale, UT

Fair PriceModerate · 32
$25,677Mileage not verified

Market: $24,588$26,588

Comparison: 32 similar vehicles in Riverdale, UT area

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

Riverdale, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 53
$25,677Mileage not verified

Market: $24,588$26,588

Comparison: 53 similar vehicles in Sandy, UT area

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

Sandy, UT

No Photo

2027 Mitsubishi Outlander Sport S

Riverdale, UT

Fair PriceModerate · 32
$25,677Mileage not verified

Market: $24,588$26,588

Comparison: 32 similar vehicles in Riverdale, UT area

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

Riverdale, UT

No Photo

2027 Mitsubishi Outlander Sport S

Riverdale, UT

Fair PriceModerate · 32
$25,677Mileage not verified

Market: $24,588$26,588

Comparison: 32 similar vehicles in Riverdale, UT area

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

Riverdale, UT

No Photo

2027 Mitsubishi Outlander Sport ES

South Salt Lake, UT

Great DealLimited · 19
$25,732Mileage not verified

Market: $25,792$29,222

Comparison: 19 similar vehicles in South Salt Lake, UT area

South Salt Lake, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 52
$25,732Mileage not verified

Market: $24,588$26,588

Comparison: 52 similar vehicles in Sandy, UT area

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

Sandy, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 52
$25,732Mileage not verified

Market: $24,588$26,588

Comparison: 52 similar vehicles in Sandy, UT area

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Sandy, UT

No Photo

2027 Mitsubishi Outlander Sport ES

Riverdale, UT

Fair PriceModerate · 38
$25,792Mileage not verified

Market: $25,732$29,222

Comparison: 38 similar vehicles in Riverdale, UT area

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Riverdale, UT

No Photo

2027 Toyota Unknown

Murray, UT

UnscoredInsufficient · 0
$25,829Mileage not verified

Comparison scope: Murray, UT area

Murray, UT

No Photo

2027 Volkswagen Jetta S

Salt Lake City, UT

UnscoredInsufficient · 4
$25,846Mileage not verified

Comparison: 4 similar vehicles in Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Volkswagen Jetta S

Salt Lake City, UT

UnscoredInsufficient · 4
$25,846Mileage not verified

Comparison: 4 similar vehicles in Salt Lake City, UT area

Salt Lake City, UT

No Photo

2027 Mitsubishi Outlander Sport S

Sandy, UT

Fair PriceRobust · 53
$25,897Mileage not verified

Market: $24,588$26,588

Comparison: 53 similar vehicles in Sandy, UT area

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

Sandy, UT

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 adds a price below the comparable market range. 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.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using local comparable vehicles; days-on-lot velocity is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
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 undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage used only as context that can withhold a verdict on extreme-mileage vehicles rather than adjust the comparable prices. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available in the the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
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 manage their profile, 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, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
OAV's inventory standardization and Price-to-Market analysis is protected by U.S. Patent No. 12,236,477. The 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.

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