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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 · September 22, 2026

5.7M+

Unique vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

1,155 listings found

No Photo

2027 Toyota Corolla LE

Ukiah, CA

Fair PriceRobust · 949
$25,051Mileage not verified

Market: $23,458$31,868

Comparison: 949 similar vehicles

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

Ukiah, CA

No Photo

2027 Toyota Corolla LE

Ukiah, CA

Fair PriceRobust · 949
$25,051Mileage not verified

Market: $23,458$31,868

Comparison: 949 similar vehicles

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

Ukiah, CA

No Photo

2027 Toyota Corolla LE

Ukiah, CA

Fair PriceRobust · 949
$26,926Mileage not verified

Market: $23,458$31,868

Comparison: 949 similar vehicles

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

Ukiah, CA

No Photo

2027 Toyota Corolla Hatchback SE

Ukiah, CA

Fair PriceRobust · 89
$28,195Mileage not verified

Market: $25,238$31,158

Comparison: 89 similar vehicles

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

Ukiah, CA

No Photo

2027 Chevrolet Bolt LT

Healdsburg, CA

Fair PriceLimited · 17
$29,251Mileage not verified

Market: $25,080$30,112

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Healdsburg, CA

No Photo

2027 Honda HR-V Sport

Ukiah, CA

Fair PriceRobust · 511
$31,788Mileage not verified

Market: $28,731$35,473

Comparison: 511 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 Honda HR-V Sport

Ukiah, CA

Fair PriceRobust · 511
$31,888Mileage not verified

Market: $28,731$35,473

Comparison: 511 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 GMC Terrain Elevation

Ukiah, CA

Fair PriceRobust · 156
$32,770Mileage not verified

Market: $31,573$44,228

Comparison: 156 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Ukiah, CA

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2027 Honda HR-V Sport

Ukiah, CA

Fair PriceRobust · 511
$33,288Mileage not verified

Market: $28,731$35,473

Comparison: 511 similar vehicles

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

Ukiah, CA

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2027 Toyota Prius XLE

Ukiah, CA

Fair PriceRobust · 97
$35,367Mileage not verified

Market: $32,522$41,906

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Ukiah, CA

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2027 Toyota Prius Plug-in Hybrid SE

Ukiah, CA

Fair PriceRobust · 115
$35,751Mileage not verified

Market: $33,821$40,041

Comparison: 115 similar vehicles

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

Ukiah, CA

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2027 Toyota GR86 Premium

Ukiah, CA

Fair PriceModerate · 43
$37,746Mileage not verified

Market: $36,804$46,826

Comparison: 43 similar vehicles

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

Ukiah, CA

No Photo

2027 Honda CR-V EX

Ukiah, CA

Fair PriceRobust · 99
$38,083Mileage not verified

Market: $35,000$40,448

Comparison: 99 similar vehicles

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

Ukiah, CA

No Photo

2027 Toyota Unknown

Ukiah, CA

UnscoredInsufficient · 0
$38,456Mileage not verified

Ukiah, CA

No Photo

2027 Honda CR-V EX

Ukiah, CA

Fair PriceRobust · 99
$38,538Mileage not verified

Market: $35,000$40,448

Comparison: 99 similar vehicles

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

Ukiah, CA

No Photo

2027 Honda CR-V EX-L

Ukiah, CA

Fair PriceRobust · 269
$38,833Mileage not verified

Market: $37,250$42,985

Comparison: 269 similar vehicles

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

Ukiah, CA

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2027 Honda CR-V Sport

Ukiah, CA

Fair PriceRobust · 196
$39,435Mileage not verified

Market: $36,485$43,938

Comparison: 196 similar vehicles

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

Ukiah, CA

No Photo

2027 Toyota Prius Limited

Ukiah, CA

Fair PriceRobust · 171
$39,616Mileage not verified

Market: $36,418$44,820

Comparison: 171 similar vehicles

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

Ukiah, CA

No Photo

2027 Honda CR-V Sport-L

Ukiah, CA

UnscoredInsufficient · 4
$42,075Mileage not verified

Comparison: 4 similar vehicles

Ukiah, CA

No Photo

2027 Honda CR-V Sport-L

Ukiah, CA

UnscoredInsufficient · 4
$42,075Mileage not verified

Comparison: 4 similar vehicles

Ukiah, CA

No Photo

2027 Honda CR-V Sport-L

Ukiah, CA

UnscoredInsufficient · 4
$42,175Mileage not verified

Comparison: 4 similar vehicles

Ukiah, CA

No Photo

2027 Honda CR-V Sport-L

Ukiah, CA

UnscoredInsufficient · 4
$42,630Mileage not verified

Comparison: 4 similar vehicles

Ukiah, CA

No Photo

2027 Honda CR-V Sport-L

Ukiah, CA

UnscoredInsufficient · 4
$42,630Mileage not verified

Comparison: 4 similar vehicles

Ukiah, CA

No Photo

2027 Chevrolet Equinox ACTIV

Ukiah, CA

Fair PriceRobust · 93
$42,916Mileage not verified

Market: $34,017$45,529

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 Subaru Ascent Premium

Ukiah, CA

Fair PriceRobust · 55
$43,126Mileage not verified

Market: $42,734$47,182

Comparison: 55 similar vehicles

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

Ukiah, CA

No Photo

2027 Honda CR-V Sport Touring

Ukiah, CA

Fair PriceRobust · 254
$45,983Mileage not verified

Market: $42,950$49,048

Comparison: 254 similar vehicles

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

Ukiah, CA

No Photo

2027 Honda CR-V Sport Touring

Ukiah, CA

Fair PriceRobust · 254
$46,338Mileage not verified

Market: $42,950$49,048

Comparison: 254 similar vehicles

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

Ukiah, CA

No Photo

2027 Honda CR-V Sport Touring

Ukiah, CA

Fair PriceRobust · 254
$46,438Mileage not verified

Market: $42,950$49,048

Comparison: 254 similar vehicles

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

Ukiah, CA

No Photo

2027 Chevrolet Traverse LT

Ukiah, CA

Fair PriceRobust · 234
$46,762Mileage not verified

Market: $41,303$59,934

Comparison: 234 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 Toyota bZ Limited

Ukiah, CA

Fair PriceModerate · 38
$47,926Mileage not verified

Market: $45,239$51,529

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 GMC Acadia Elevation

Healdsburg, CA

UnscoredInsufficient · 3
$49,627Mileage not verified

Comparison: 3 similar vehicles

Healdsburg, CA

No Photo

2027 Jeep Grand Cherokee Limited

Ukiah, CA

Fair PriceRobust · 64
$49,655Mileage not verified

Market: $47,540$56,439

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 Toyota bZ Woodland Premium

Ukiah, CA

Fair PriceModerate · 42
$49,832Mileage not verified

Market: $43,160$54,926

Comparison: 42 similar vehicles

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

Ukiah, CA

No Photo

2027 GMC Acadia Elevation

Healdsburg, CA

UnscoredInsufficient · 3
$50,122Mileage not verified

Comparison: 3 similar vehicles

Healdsburg, CA

No Photo

2027 Jeep Grand Cherokee Limited

Ukiah, CA

Fair PriceRobust · 64
$51,250Mileage not verified

Market: $47,540$56,439

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 Jeep Grand Cherokee Limited

Ukiah, CA

Fair PriceRobust · 64
$51,420Mileage not verified

Market: $47,540$56,439

Comparison: 64 similar vehicles

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

Ukiah, CA

No Photo

2027 GMC Acadia Elevation

Healdsburg, CA

UnscoredInsufficient · 3
$51,627Mileage not verified

Comparison: 3 similar vehicles

Healdsburg, CA

No Photo

2027 GMC Acadia Elevation

Healdsburg, CA

UnscoredInsufficient · 3
$51,627Mileage not verified

Comparison: 3 similar vehicles

Healdsburg, CA

No Photo

2027 Chevrolet Traverse LT

Healdsburg, CA

UnscoredInsufficient · 4
$52,165Mileage not verified

Comparison: 4 similar vehicles

Healdsburg, CA

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2027 Jeep Grand Cherokee L Limited

Ukiah, CA

Great DealLimited · 12
$52,430Mileage not verified

Market: $53,157$56,614

Comparison: 12 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 60 days listed (based on current market benchmarks)

Ukiah, CA

No Photo

2027 Jeep Grand Cherokee L Limited

Ukiah, CA

Fair PriceLimited · 12
$54,650Mileage not verified

Market: $52,430$56,614

Comparison: 12 similar vehicles

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

Ukiah, CA

No Photo

2027 Chevrolet Traverse Z71

Healdsburg, CA

UnscoredInsufficient · 3
$54,865Mileage not verified

Comparison: 3 similar vehicles

Healdsburg, CA

No Photo

2027 Honda Odyssey Elite

Ukiah, CA

Fair PriceModerate · 44
$55,173Mileage not verified

Market: $53,590$57,125

Comparison: 44 similar vehicles

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

Ukiah, CA

No Photo

2027 Chrysler Pacifica Pinnacle

Healdsburg, CA

Great DealLimited · 12
$55,617Mileage not verified

Market: $56,385$69,078

Comparison: 12 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 83 days listed (based on current market benchmarks)

Healdsburg, CA

No Photo

2027 GMC Acadia AT4

Healdsburg, CA

Fair PriceModerate · 38
$56,142Mileage not verified

Market: $54,934$75,677

Comparison: 38 similar vehicles

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

Healdsburg, CA

No Photo

2027 Jeep Grand Cherokee L Limited

Ukiah, CA

Fair PriceLimited · 12
$56,345Mileage not verified

Market: $52,430$56,614

Comparison: 12 similar vehicles

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

Ukiah, CA

No Photo

2027 GMC Acadia AT4

Healdsburg, CA

Fair PriceModerate · 37
$56,637Mileage not verified

Market: $54,934$75,677

Comparison: 37 similar vehicles

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

Healdsburg, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Ukiah, CA

Fair PriceRobust · 72
$57,020Mileage not verified

Market: $48,507$66,577

Comparison: 72 similar vehicles

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

Ukiah, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Ukiah, CA

Fair PriceRobust · 72
$57,515Mileage not verified

Market: $48,507$66,577

Comparison: 72 similar vehicles

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

Ukiah, CA

No Photo

2027 Chevrolet Traverse RS

Healdsburg, CA

Fair PriceRobust · 74
$60,440Mileage not verified

Market: $53,174$71,416

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Healdsburg, 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 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 comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. 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. The "Top Deals" section on every market page surfaces these first, with each listing's percentage gap below the comparable-range floor shown beside it.
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 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 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. A listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal and surfaced first; 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 evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. 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. 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?
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.

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