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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

83 listings found

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Adel, GA

Unscored
$18,785148,075 mi

Comparison: 37 similar vehicles

Adel, GA

2023 Ford Explorer Base

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

2023 Ford Explorer Base

Adel, GA

UnscoredInsufficient · 0
$21,10260,345 mi

Adel, GA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Adel, GA

Unscored
$21,59780,622 mi

Comparison: 6 similar vehicles

Adel, GA

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Adel, GA

Unscored
$22,78588,502 mi

Comparison: 5 similar vehicles

Adel, GA

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Adel, GA

Fair PriceModerate · 30
$23,52755,465 mi

Market: $20,849 – $37,669

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Adel, GA

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Adel, GA

UnscoredInsufficient · 4
$23,78579,873 mi

Comparison: 4 similar vehicles

Adel, GA

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Adel, GA

Fair PriceRobust · 103
$27,58925,031 mi

Market: $21,893 – $28,835

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Adel, GA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Adel, GA

Fair PriceModerate · 24
$28,5683,910 mi

Market: $27,602 – $30,198

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Adel, GA

2023 Ford Bronco Sport Heritage

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

2023 Ford Bronco Sport Heritage

Adel, GA

Unscored
$28,60014,211 mi

Comparison: 8 similar vehicles

Adel, GA

2025 Ford Maverick XL

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

2025 Ford Maverick XL

Adel, GA

Fair PriceLimited · 12
$28,785774 mi

Market: $27,398 – $31,389

Comparison: 12 similar vehicles

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

Adel, GA

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Adel, GA

OverpricedLimited · 11
$29,09793,608 mi

Market: $20,000 – $24,298

Comparison: 11 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Adel, GA

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Adel, GA

Unscored
$30,497111,042 mi

Comparison: 5 similar vehicles

Adel, GA

2023 Ford Ranger XLT

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

2023 Ford Ranger XLT

Adel, GA

Fair PriceLimited · 14
$31,59730,506 mi

Market: $29,749 – $34,895

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Adel, GA

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

Adel, GA

Fair PriceModerate · 39
$32,696Mileage not verified

Market: $29,859 – $37,194

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Adel, GA

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Adel, GA

Fair PriceModerate · 48
$33,08712,970 mi

Market: $28,824 – $35,240

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Adel, GA

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Adel, GA

UnscoredInsufficient · 4
$33,131Mileage not verified

Comparison: 4 similar vehicles

Adel, GA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Adel, GA

Fair PriceLimited · 14
$33,2354,884 mi

Market: $31,487 – $35,964

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 171 days listed (based on current market benchmarks)

Adel, GA

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

Adel, GA

Fair PriceModerate · 39
$33,976Mileage not verified

Market: $29,859 – $37,194

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Adel, GA

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

Adel, GA

Fair PriceModerate · 39
$35,121Mileage not verified

Market: $29,859 – $37,194

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Adel, GA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Adel, GA

Unscored
$35,57843,424 mi

Comparison: 6 similar vehicles

Adel, GA

2022 Ford Expedition Limited

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

2022 Ford Expedition Limited

Adel, GA

Fair PriceRobust · 53
$36,55093,868 mi

Market: $30,132 – $41,994

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Adel, GA

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Adel, GA

Fair PriceModerate · 23
$37,226Mileage not verified

Market: $33,214 – $42,469

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Adel, GA

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Adel, GA

Fair PriceLimited · 19
$37,57377,558 mi

Market: $30,994 – $42,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 438 days listed (based on current market benchmarks)

Adel, GA

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Adel, GA

Fair PriceModerate · 22
$37,785116,792 mi

Market: $32,189 – $47,699

Comparison: 22 similar vehicles

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

Adel, GA

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Adel, GA

Fair PriceRobust · 109
$38,08234,215 mi

Market: $28,998 – $40,092

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Adel, GA

2024 Ford F-150 STX

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

2024 Ford F-150 STX

Adel, GA

Unscored
$38,57311,912 mi

Comparison: 9 similar vehicles

Adel, GA

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Adel, GA

OverpricedLimited · 13
$38,573111,820 mi

Market: $24,972 – $36,745

Comparison: 13 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Adel, GA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Adel, GA

Fair PriceLimited · 18
$38,584Mileage not verified

Market: $34,133 – $46,618

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Adel, GA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Adel, GA

Unscored
$39,08721,050 mi

Comparison: 9 similar vehicles

Adel, GA

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Adel, GA

Fair PriceLimited · 13
$40,78563,155 mi

Market: $30,994 – $42,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Adel, GA

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Adel, GA

UnscoredInsufficient · 4
$41,55217,849 mi

Comparison: 4 similar vehicles

Adel, GA

2023 Ford Bronco 4-Door Badlands

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

2023 Ford Bronco 4-Door Badlands

Adel, GA

Fair PriceModerate · 22
$42,07826,690 mi

Market: $39,000 – $45,190

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Adel, GA

2025 Ford Explorer ST

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

2025 Ford Explorer ST

Adel, GA

Unscored
$42,58239,631 mi

Comparison: 7 similar vehicles

Adel, GA

2023 Ford Bronco 4-Door Badlands

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

2023 Ford Bronco 4-Door Badlands

Adel, GA

Fair PriceModerate · 22
$42,59324,032 mi

Market: $39,000 – $45,190

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Adel, GA

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Adel, GA

Fair PriceModerate · 21
$42,59863,527 mi

Market: $32,189 – $47,699

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Adel, GA

2025 Ford F-150 STX

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

2025 Ford F-150 STX

Adel, GA

Fair PriceRobust · 52
$43,08711,399 mi

Market: $30,500 – $45,202

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Adel, GA

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Adel, GA

UnscoredInsufficient · 4
$43,09310,821 mi

Comparison: 4 similar vehicles

Adel, GA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Adel, GA

Fair PriceLimited · 18
$43,129Mileage not verified

Market: $34,133 – $46,618

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Adel, GA

2024 Ford F-150 STX

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

2024 Ford F-150 STX

Adel, GA

UnscoredInsufficient · 3
$43,78517,201 mi

Comparison: 3 similar vehicles

Adel, GA

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Adel, GA

Fair PriceModerate · 22
$44,0971,218 mi

Market: $40,639 – $63,594

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Adel, GA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Adel, GA

Fair PriceLimited · 18
$44,229Mileage not verified

Market: $34,133 – $46,618

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Adel, GA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Adel, GA

Fair PriceLimited · 18
$44,709Mileage not verified

Market: $34,133 – $46,618

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Adel, GA

2025 Ford F-150 STX

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

2025 Ford F-150 STX

Adel, GA

Fair PriceLimited · 11
$45,088145 mi

Market: $36,896 – $49,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Adel, GA

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Adel, GA

Fair PriceLimited · 17
$45,256Mileage not verified

Market: $40,060 – $47,484

Comparison: 17 similar vehicles

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

Adel, GA

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

Adel, GA

UnscoredInsufficient · 4
$45,421Mileage not verified

Comparison: 4 similar vehicles

Adel, GA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Adel, GA

Unscored
$46,08216,510 mi

Comparison: 5 similar vehicles

Adel, GA

2025 Ford Bronco 4-Door Outer Banks

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

2025 Ford Bronco 4-Door Outer Banks

Adel, GA

UnscoredInsufficient · 0
$46,49731,000 mi

Adel, GA

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Adel, GA

Fair PriceLimited · 15
$47,866Mileage not verified

Market: $41,522 – $58,368

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Adel, GA

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Adel, GA

Fair PriceLimited · 19
$48,146Mileage not verified

Market: $46,118 – $53,633

Comparison: 19 similar vehicles

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

Adel, GA

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

Adel, GA

UnscoredInsufficient · 4
$48,511Mileage not verified

Comparison: 4 similar vehicles

Adel, GA

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.
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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