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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

171 listings found

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Fort Washington, PA

UnscoredLimited · 8
$14,48974,799 mi

Comparison: 8 similar vehicles

Fort Washington, PA

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

Fort Washington, PA

Fair PriceLimited · 15
$16,977115,494 mi

Market: $12,995 – $22,992

Comparison: 15 similar vehicles

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

Fort Washington, PA

2015 Mercedes-Benz E-Class E400

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

2015 Mercedes-Benz E-Class E400

Fort Washington, PA

OverpricedLimited · 11
$18,02263,747 mi

Market: $8,999 – $17,990

Comparison: 11 similar vehicles

Fort Washington, PA

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Fort Washington, PA

Fair PriceLimited · 11
$24,67044,234 mi

Market: $23,594 – $27,985

Comparison: 11 similar vehicles

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

Fort Washington, PA

2019 Mercedes-Benz GLS-Class AMG GLS63

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

2019 Mercedes-Benz GLS-Class AMG GLS63

Fort Washington, PA

UnscoredInsufficient · 0
$24,688133,780 mi

Fort Washington, PA

2023 Mercedes-Benz GLA Base

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

2023 Mercedes-Benz GLA Base

Fort Washington, PA

Fair PriceLimited · 11
$28,14154,593 mi

Market: $27,215 – $29,490

Comparison: 11 similar vehicles

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

Fort Washington, PA

2021 Mercedes-Benz GLE GLE350

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

2021 Mercedes-Benz GLE GLE350

Fort Washington, PA

Fair PriceModerate · 32
$29,43965,152 mi

Market: $26,150 – $32,941

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Fort Washington, PA

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Fort Washington, PA

Fair PriceModerate · 37
$29,48035,767 mi

Market: $25,895 – $31,934

Comparison: 37 similar vehicles

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

Fort Washington, PA

2020 Mercedes-Benz GLE GLE350

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

2020 Mercedes-Benz GLE GLE350

Fort Washington, PA

Fair PriceRobust · 95
$29,69463,428 mi

Market: $20,489 – $30,378

Comparison: 95 similar vehicles

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

Fort Washington, PA

2023 Mercedes-Benz GLB Base

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

2023 Mercedes-Benz GLB Base

Fort Washington, PA

Fair PriceLimited · 15
$30,17437,173 mi

Market: $30,981 – $36,998

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 33 days listed (based on current market benchmarks)

Fort Washington, PA

2023 Mercedes-Benz GLA Base

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

2023 Mercedes-Benz GLA Base

Fort Washington, PA

UnscoredLimited · 7
$30,48926,307 mi

Comparison: 7 similar vehicles

Fort Washington, PA

2023 Mercedes-Benz GLA Base

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

2023 Mercedes-Benz GLA Base

Fort Washington, PA

UnscoredLimited · 7
$30,50029,990 mi

Comparison: 7 similar vehicles

Fort Washington, PA

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Fort Washington, PA

Fair PriceRobust · 72
$31,68023,877 mi

Market: $25,750 – $37,300

Comparison: 72 similar vehicles

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

Fort Washington, PA

2023 Mercedes-Benz GLB Base

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

2023 Mercedes-Benz GLB Base

Fort Washington, PA

OverpricedModerate · 20
$33,02927,292 mi

Market: $28,380 – $31,985

Comparison: 20 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Washington, PA

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Fort Washington, PA

Fair PriceRobust · 82
$34,03139,325 mi

Market: $29,898 – $38,598

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Fort Washington, PA

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Fort Washington, PA

Fair PriceLimited · 13
$36,36839,130 mi

Market: $35,490 – $39,598

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Fort Washington, PA

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Fort Washington, PA

Fair PriceRobust · 62
$37,12425,508 mi

Market: $30,486 – $37,206

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Fort Washington, PA

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Fort Washington, PA

OverpricedRobust · 62
$37,20621,612 mi

Market: $30,486 – $37,124

Comparison: 62 similar vehicles

Fort Washington, PA

2023 Mercedes-Benz E-Class E350

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

2023 Mercedes-Benz E-Class E350

Fort Washington, PA

Fair PriceModerate · 44
$37,75038,425 mi

Market: $31,790 – $44,820

Comparison: 44 similar vehicles

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

Fort Washington, PA

2025 Mercedes-Benz GLC Base

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

2025 Mercedes-Benz GLC Base

Fort Washington, PA

UnscoredLimited · 10
$37,86937,458 mi

Comparison: 10 similar vehicles

Fort Washington, PA

2024 Mercedes-Benz C-Class Sedan C 300

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

2024 Mercedes-Benz C-Class Sedan C 300

Fort Washington, PA

Fair PriceModerate · 36
$39,34615,814 mi

Market: $34,490 – $42,598

Comparison: 36 similar vehicles

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

Fort Washington, PA

2024 Mercedes-Benz Sprinter Passenger Van Base

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

2024 Mercedes-Benz Sprinter Passenger Van Base

Fort Washington, PA

UnscoredLimited · 9
$39,39048,239 mi

Comparison: 9 similar vehicles

Fort Washington, PA

2025 Mercedes-Benz Sprinter Cargo Van Base

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

2025 Mercedes-Benz Sprinter Cargo Van Base

Fort Washington, PA

Fair PriceLimited · 12
$41,98930,095 mi

Market: $37,633 – $68,598

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Fort Washington, PA

2022 Mercedes-Benz Sprinter Passenger Van Base

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

2022 Mercedes-Benz Sprinter Passenger Van Base

Fort Washington, PA

UnscoredInsufficient · 4
$42,31661,317 mi

Comparison: 4 similar vehicles

Fort Washington, PA

2025 Mercedes-Benz C-Class Sedan C 300

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

2025 Mercedes-Benz C-Class Sedan C 300

Fort Washington, PA

Fair PriceRobust · 118
$42,6709,788 mi

Market: $34,499 – $45,471

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Fort Washington, PA

2022 Mercedes-Benz GLE GLE450

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

2022 Mercedes-Benz GLE GLE450

Fort Washington, PA

UnscoredLimited · 19
$42,68041,250 mi

Comparison: 19 similar vehicles

Fort Washington, PA

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Fort Washington, PA

Fair PriceLimited · 14
$42,7446,250 mi

Market: $41,981 – $43,243

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 339 days listed (based on current market benchmarks)

Fort Washington, PA

2024 Mercedes-Benz Sprinter Cargo Van Base

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

2024 Mercedes-Benz Sprinter Cargo Van Base

Fort Washington, PA

UnscoredInsufficient · 3
$43,8896,657 mi

Comparison: 3 similar vehicles

Fort Washington, PA

2024 Mercedes-Benz GLE GLE350

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

2024 Mercedes-Benz GLE GLE350

Fort Washington, PA

Fair PriceModerate · 22
$44,70353,094 mi

Market: $32,799 – $47,723

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Fort Washington, PA

2025 Mercedes-Benz GLC Base

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

2025 Mercedes-Benz GLC Base

Fort Washington, PA

UnscoredInsufficient · 3
$45,88013,460 mi

Comparison: 3 similar vehicles

Fort Washington, PA

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Fort Washington, PA

Fair PriceRobust · 137
$48,8755,923 mi

Market: $46,000 – $55,980

Comparison: 137 similar vehicles

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

Fort Washington, PA

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Fort Washington, PA

Fair PriceRobust · 77
$48,925Mileage not verified

Market: $48,579 – $62,205

Comparison: 77 similar vehicles

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

Fort Washington, PA

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Fort Washington, PA

Fair PriceRobust · 77
$49,050Mileage not verified

Market: $48,579 – $62,205

Comparison: 77 similar vehicles

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

Fort Washington, PA

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Fort Washington, PA

Fair PriceRobust · 77
$49,250Mileage not verified

Market: $48,579 – $62,205

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$49,425Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

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

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$49,715Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

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

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$49,715Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$49,750Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

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

Fort Washington, PA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Fort Washington, PA

Fair PriceRobust · 554
$49,8016,452 mi

Market: $44,999 – $56,488

Comparison: 554 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 334 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 128
$49,8394,911 mi

Market: $41,219 – $51,395

Comparison: 128 similar vehicles

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

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$49,840Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$49,900Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Fort Washington, PA

2024 Mercedes-Benz GLE GLE350

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

2024 Mercedes-Benz GLE GLE350

Fort Washington, PA

UnscoredLimited · 7
$50,21920,676 mi

Comparison: 7 similar vehicles

Fort Washington, PA

2026 Mercedes-Benz Sprinter Cargo Van Base

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

2026 Mercedes-Benz Sprinter Cargo Van Base

Fort Washington, PA

Great DealModerate · 34
$50,4856,920 mi

Market: $55,991 – $64,598

Comparison: 34 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$50,800Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Fort Washington, PA

Fair PriceRobust · 554
$51,0607,069 mi

Market: $44,999 – $56,488

Comparison: 554 similar vehicles

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

Fort Washington, PA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Fort Washington, PA

Fair PriceRobust · 554
$52,0997,352 mi

Market: $44,999 – $56,488

Comparison: 554 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 381 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Fort Washington, PA

Fair PriceRobust · 135
$52,265Mileage not verified

Market: $47,885 – $55,950

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Fort Washington, PA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Fort Washington, PA

Fair PriceRobust · 86
$52,570Mileage not verified

Market: $49,199 – $57,660

Comparison: 86 similar vehicles

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

Fort Washington, PA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Fort Washington, PA

Fair PriceRobust · 86
$52,570Mileage not verified

Market: $49,199 – $57,660

Comparison: 86 similar vehicles

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

Fort Washington, PA

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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