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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 3, 2026

5.8M+

Unique vehicles analyzed

as of October 3, 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

94 listings found

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Bellevue, ID

Fair PriceRobust · 53
$67,384Mileage not verified

Market: $52,694 – $69,194

Comparison: 53 similar vehicles

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

Bellevue, ID

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Bellevue, ID

Fair PriceRobust · 50
$72,384Mileage not verified

Market: $54,104 – $75,734

Comparison: 50 similar vehicles

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

Bellevue, ID

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Bellevue, ID

Fair PriceRobust · 50
$73,514Mileage not verified

Market: $54,104 – $75,734

Comparison: 50 similar vehicles

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

Bellevue, ID

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Bellevue, ID

Fair PriceModerate · 32
$78,544161 mi

Market: $73,011 – $80,580

Comparison: 32 similar vehicles

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

Bellevue, ID

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Bellevue, ID

Fair PriceModerate · 27
$81,214Mileage not verified

Market: $54,800 – $87,087

Comparison: 27 similar vehicles

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

Bellevue, ID

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Bellevue, ID

Fair PriceRobust · 120
$81,414Mileage not verified

Market: $67,714 – $97,519

Comparison: 120 similar vehicles

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

Bellevue, ID

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Bellevue, ID

Fair PriceRobust · 100
$84,034Mileage not verified

Market: $78,326 – $105,673

Comparison: 100 similar vehicles

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

Bellevue, ID

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Bellevue, ID

Fair PriceRobust · 100
$84,034Mileage not verified

Market: $78,326 – $105,673

Comparison: 100 similar vehicles

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

Bellevue, ID

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Bellevue, ID

Fair PriceRobust · 73
$87,479152 mi

Market: $81,210 – $89,675

Comparison: 73 similar vehicles

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

Bellevue, ID

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Bellevue, ID

Fair PriceRobust · 73
$88,334Mileage not verified

Market: $81,210 – $89,675

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Bellevue, ID

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Bellevue, ID

Fair PriceRobust · 120
$96,984Mileage not verified

Market: $67,714 – $97,519

Comparison: 120 similar vehicles

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

Bellevue, ID

2027 Ford F-350 Super Duty King Ranch

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

2027 Ford F-350 Super Duty King Ranch

Bellevue, ID

Fair PriceRobust · 50
$102,434Mileage not verified

Market: $94,693 – $106,665

Comparison: 50 similar vehicles

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

Bellevue, ID

2027 Ford F-350 Super Duty Platinum

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

2027 Ford F-350 Super Duty Platinum

Bellevue, ID

Fair PriceRobust · 111
$110,419Mileage not verified

Market: $94,415 – $117,238

Comparison: 111 similar vehicles

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

Bellevue, ID

2026 Toyota C-HR SE

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

2026 Toyota C-HR SE

Bellevue, ID

UnscoredInsufficient · 0
$35,7904,018 mi

Bellevue, ID

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Bellevue, ID

UnscoredInsufficient · 3
$37,394Mileage not verified

Comparison: 3 similar vehicles

Bellevue, ID

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Bellevue, ID

Fair PriceRobust · 53
$39,869Mileage not verified

Market: $34,726 – $43,725

Comparison: 53 similar vehicles

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

Bellevue, ID

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bellevue, ID

UnscoredInsufficient · 3
$42,874Mileage not verified

Comparison: 3 similar vehicles

Bellevue, ID

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Bellevue, ID

Fair PriceRobust · 54
$43,389Mileage not verified

Market: $36,648 – $44,355

Comparison: 54 similar vehicles

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

Bellevue, ID

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Bellevue, ID

Fair PriceRobust · 96
$44,104Mileage not verified

Market: $38,337 – $51,080

Comparison: 96 similar vehicles

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

Bellevue, ID

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Bellevue, ID

UnscoredInsufficient · 3
$45,839Mileage not verified

Comparison: 3 similar vehicles

Bellevue, ID

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Bellevue, ID

Fair PriceLimited · 19
$48,624Mileage not verified

Market: $37,598 – $52,073

Comparison: 19 similar vehicles

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

Bellevue, ID

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Bellevue, ID

Fair PriceLimited · 19
$50,794Mileage not verified

Market: $37,598 – $52,073

Comparison: 19 similar vehicles

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

Bellevue, ID

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Bellevue, ID

UnscoredInsufficient · 3
$52,349Mileage not verified

Comparison: 3 similar vehicles

Bellevue, ID

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Bellevue, ID

Fair PriceRobust · 76
$52,444Mileage not verified

Market: $45,166 – $58,890

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bellevue, ID

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Bellevue, ID

UnscoredInsufficient · 3
$52,624Mileage not verified

Comparison: 3 similar vehicles

Bellevue, ID

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Bellevue, ID

Fair PriceRobust · 302
$52,714Mileage not verified

Market: $41,697 – $90,448

Comparison: 302 similar vehicles

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

Bellevue, ID

2026 Ford Transit Van Base

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

2026 Ford Transit Van Base

Bellevue, ID

Fair PriceRobust · 82
$55,394Mileage not verified

Market: $51,320 – $68,283

Comparison: 82 similar vehicles

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

Bellevue, ID

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Bellevue, ID

Fair PriceRobust · 82
$55,394Mileage not verified

Market: $46,388 – $60,988

Comparison: 82 similar vehicles

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

Bellevue, ID

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Bellevue, ID

Fair PriceRobust · 90
$64,409Mileage not verified

Market: $52,585 – $66,448

Comparison: 90 similar vehicles

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

Bellevue, ID

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Bellevue, ID

Fair PriceRobust · 390
$66,354Mileage not verified

Market: $49,264 – $108,314

Comparison: 390 similar vehicles

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

Bellevue, ID

2026 Ford F-150 Platinum

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

2026 Ford F-150 Platinum

Bellevue, ID

Fair PriceRobust · 93
$85,174Mileage not verified

Market: $70,168 – $95,177

Comparison: 93 similar vehicles

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

Bellevue, ID

2026 Ford F-150 Raptor

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

2026 Ford F-150 Raptor

Bellevue, ID

UnscoredLimited · 5
$87,086Mileage not verified

Comparison: 5 similar vehicles

Bellevue, ID

2026 Ford F-150 Raptor

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

2026 Ford F-150 Raptor

Bellevue, ID

UnscoredLimited · 5
$87,340405 mi

Comparison: 5 similar vehicles

Bellevue, ID

2026 Ford F-350 Super Duty Lariat

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

2026 Ford F-350 Super Duty Lariat

Bellevue, ID

Fair PriceRobust · 413
$90,919Mileage not verified

Market: $69,740 – $113,823

Comparison: 413 similar vehicles

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

Bellevue, ID

2026 Ford F-450 Super Duty Lariat

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

2026 Ford F-450 Super Duty Lariat

Bellevue, ID

Fair PriceLimited · 17
$95,394Mileage not verified

Market: $92,336 – $98,967

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bellevue, ID

2026 Ford F-350 Super Duty Platinum

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

2026 Ford F-350 Super Duty Platinum

Bellevue, ID

Fair PriceRobust · 139
$101,809Mileage not verified

Market: $79,718 – $116,897

Comparison: 139 similar vehicles

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

Bellevue, ID

2026 Ford F-350 Super Duty Platinum

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

2026 Ford F-350 Super Duty Platinum

Bellevue, ID

Fair PriceRobust · 139
$106,439Mileage not verified

Market: $79,718 – $116,897

Comparison: 139 similar vehicles

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

Bellevue, ID

2026 Porsche Macan GTS

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

2026 Porsche Macan GTS

Hailey, ID

UnscoredInsufficient · 0
$111,2503,125 mi

Hailey, ID

2025 Volkswagen Jetta GLI Autobahn

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

2025 Volkswagen Jetta GLI Autobahn

Bellevue, ID

UnscoredLimited · 5
$27,49033,194 mi

Comparison: 5 similar vehicles

Bellevue, ID

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Bellevue, ID

Fair PriceLimited · 11
$29,99019,214 mi

Market: $28,486 – $32,432

Comparison: 11 similar vehicles

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

Bellevue, ID

2025 Toyota RAV4 LE

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

2025 Toyota RAV4 LE

Bellevue, ID

Fair PriceModerate · 26
$30,69033,393 mi

Market: $28,813 – $34,389

Comparison: 26 similar vehicles

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

Bellevue, ID

2025 Toyota Tacoma SR

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

2025 Toyota Tacoma SR

Bellevue, ID

UnscoredInsufficient · 0
$36,49011,910 mi

Bellevue, ID

2025 Toyota Tacoma SR5

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

2025 Toyota Tacoma SR5

Bellevue, ID

Fair PriceModerate · 28
$37,99021,804 mi

Market: $35,298 – $43,590

Comparison: 28 similar vehicles

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

Bellevue, ID

2025 Toyota Camry XSE

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

2025 Toyota Camry XSE

Hailey, ID

UnscoredInsufficient · 3
$38,99914,938 mi

Comparison: 3 similar vehicles

Hailey, ID

2025 Ford Bronco 4-Door Big Bend

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

2025 Ford Bronco 4-Door Big Bend

Bellevue, ID

UnscoredLimited · 5
$48,3943,781 mi

Comparison: 5 similar vehicles

Bellevue, ID

2025 Ford F-150 Tremor

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

2025 Ford F-150 Tremor

Bellevue, ID

Fair PriceModerate · 49
$53,99011,504 mi

Market: $53,593 – $70,490

Comparison: 49 similar vehicles

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

Bellevue, ID

2025 Lincoln Navigator Reserve

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

2025 Lincoln Navigator Reserve

Bellevue, ID

Great DealModerate · 27
$68,29922,006 mi

Market: $69,983 – $83,491

Comparison: 27 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Bellevue, ID

2025 Toyota Sequoia Limited

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

2025 Toyota Sequoia Limited

Bellevue, ID

UnscoredInsufficient · 0
$68,99023,731 mi

Bellevue, ID

2025 Ford Transit Cutaway Base

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

2025 Ford Transit Cutaway Base

Bellevue, ID

UnscoredInsufficient · 0
$76,394Mileage not verified

Bellevue, ID

2025 Ford F-150 Raptor

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

2025 Ford F-150 Raptor

Bellevue, ID

Fair PriceLimited · 13
$84,2937,401 mi

Market: $79,040 – $117,345

Comparison: 13 similar vehicles

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

Bellevue, ID

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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