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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 8, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

1,839 listings found

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Logan, UT

Fair PriceLimited · 12
$26,523Mileage not verified

Market: $25,958 – $28,277

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Logan, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Orem, UT

UnscoredInsufficient · 4
$26,883Mileage not verified

Comparison: 4 similar vehicles

Orem, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Orem, UT

UnscoredInsufficient · 4
$26,883Mileage not verified

Comparison: 4 similar vehicles

Orem, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Orem, UT

UnscoredInsufficient · 4
$26,883Mileage not verified

Comparison: 4 similar vehicles

Orem, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Salt Lake City, UT

UnscoredInsufficient · 4
$26,943Mileage not verified

Comparison: 4 similar vehicles

Salt Lake City, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Murray, UT

UnscoredLimited · 5
$26,977Mileage not verified

Comparison: 5 similar vehicles

Murray, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Bountiful, UT

UnscoredInsufficient · 3
$27,643Mileage not verified

Comparison: 3 similar vehicles

Bountiful, UT

2027 Porsche Panamera Base

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

2027 Porsche Panamera Base

Holladay, UT

UnscoredInsufficient · 0
$27,800Mileage not verified

Holladay, UT

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Salt Lake City, UT

UnscoredInsufficient · 4
$27,878Mileage not verified

Comparison: 4 similar vehicles

Salt Lake City, UT

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Murray, UT

UnscoredInsufficient · 3
$29,878Mileage not verified

Comparison: 3 similar vehicles

Murray, UT

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Draper, UT

UnscoredInsufficient · 3
$30,218Mileage not verified

Comparison: 3 similar vehicles

Draper, UT

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Orem, UT

UnscoredInsufficient · 3
$30,453Mileage not verified

Comparison: 3 similar vehicles

Orem, UT

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Salt Lake City, UT

UnscoredLimited · 7
$30,513Mileage not verified

Comparison: 7 similar vehicles

Salt Lake City, UT

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Salt Lake City, UT

UnscoredLimited · 5
$30,655Mileage not verified

Comparison: 5 similar vehicles

Salt Lake City, UT

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Riverdale, UT

UnscoredInsufficient · 3
$30,753Mileage not verified

Comparison: 3 similar vehicles

Riverdale, UT

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Riverdale, UT

UnscoredInsufficient · 3
$30,803Mileage not verified

Comparison: 3 similar vehicles

Riverdale, UT

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Bountiful, UT

UnscoredLimited · 7
$31,797Mileage not verified

Comparison: 7 similar vehicles

Bountiful, UT

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Bountiful, UT

UnscoredLimited · 5
$32,270Mileage not verified

Comparison: 5 similar vehicles

Bountiful, UT

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Logan, UT

UnscoredLimited · 8
$32,727Mileage not verified

Comparison: 8 similar vehicles

Logan, UT

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Salt Lake City, UT

UnscoredInsufficient · 0
$33,775Mileage not verified

Salt Lake City, UT

2027 Kia Niro EX

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

2027 Kia Niro EX

Salt Lake City, UT

UnscoredLimited · 6
$34,069Mileage not verified

Comparison: 6 similar vehicles

Salt Lake City, UT

2027 Kia Niro EX

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

2027 Kia Niro EX

Salt Lake City, UT

UnscoredLimited · 6
$35,514Mileage not verified

Comparison: 6 similar vehicles

Salt Lake City, UT

2027 Kia Niro EX

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

2027 Kia Niro EX

Sandy, UT

UnscoredLimited · 6
$35,674Mileage not verified

Comparison: 6 similar vehicles

Sandy, UT

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Bountiful, UT

UnscoredInsufficient · 0
$35,728Mileage not verified

Bountiful, UT

2027 Toyota Prius Plug-in Hybrid SE

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

2027 Toyota Prius Plug-in Hybrid SE

Bountiful, UT

UnscoredInsufficient · 3
$36,228Mileage not verified

Comparison: 3 similar vehicles

Bountiful, UT

2027 Toyota Prius Plug-in Hybrid SE

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

2027 Toyota Prius Plug-in Hybrid SE

Logan, UT

UnscoredInsufficient · 4
$36,332Mileage not verified

Comparison: 4 similar vehicles

Logan, UT

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Bountiful, UT

UnscoredInsufficient · 0
$36,590Mileage not verified

Bountiful, UT

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Orem, UT

UnscoredInsufficient · 3
$37,628Mileage not verified

Comparison: 3 similar vehicles

Orem, UT

2027 Kia Niro SX

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

2027 Kia Niro SX

Salt Lake City, UT

UnscoredInsufficient · 0
$38,034Mileage not verified

Salt Lake City, UT

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Murray, UT

UnscoredInsufficient · 3
$39,418Mileage not verified

Comparison: 3 similar vehicles

Murray, UT

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Riverdale, UT

UnscoredInsufficient · 3
$39,843Mileage not verified

Comparison: 3 similar vehicles

Riverdale, UT

2027 Toyota Prius Plug-in Hybrid Nightshade

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

2027 Toyota Prius Plug-in Hybrid Nightshade

Draper, UT

UnscoredInsufficient · 0
$40,158Mileage not verified

Draper, UT

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Draper, UT

UnscoredInsufficient · 3
$40,756Mileage not verified

Comparison: 3 similar vehicles

Draper, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,119Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 Kia Niro SX Touring

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

2027 Kia Niro SX Touring

Layton, UT

UnscoredInsufficient · 0
$41,153Mileage not verified

Layton, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,329Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,399Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 MINI Hardtop 2 Door S

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

2027 MINI Hardtop 2 Door S

Murray, UT

UnscoredInsufficient · 0
$41,529Mileage not verified

Murray, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,629Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,664Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,734Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$41,764Mileage not verified

Comparison: 8 similar vehicles

Murray, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 6
$41,879Mileage not verified

Comparison: 6 similar vehicles

Murray, UT

2027 MINI 3 Door S

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

2027 MINI 3 Door S

Murray, UT

UnscoredLimited · 7
$41,979Mileage not verified

Comparison: 7 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$42,614Mileage not verified

Comparison: 8 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$43,014Mileage not verified

Comparison: 8 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$43,014Mileage not verified

Comparison: 8 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$43,014Mileage not verified

Comparison: 8 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$43,064Mileage not verified

Comparison: 8 similar vehicles

Murray, UT

2027 MINI 5 Door S

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

2027 MINI 5 Door S

Murray, UT

UnscoredLimited · 8
$43,064Mileage not verified

Comparison: 8 similar vehicles

Murray, 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 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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 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?
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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