MEDALLION FINANCIAL CORP

MFIN · Nasdaq · AI Visibility Dashboard · View All Rankings
7 Days 30 Days 90 Days All Time
17
AI Queries (30d)
0
Live Agent Queries
6
Crawler Indexing
#3094
of 8,053 companies
2
AI Platforms

Live vs. Crawler Traffic

Live agent queries mean a real person asked an AI about your company right now. Crawler queries mean AI platforms are indexing your data for future questions.

Live: 0 (0%) Crawlers: 6 Other: 11

Which AI Platforms Research MFIN

AI PlatformTotalLive UsersCrawlers
Claude (Anthropic) 6 6
Other traffic: Web Browser (11)

Web browser visits and direct API calls — not counted as AI agent activity.

What Questions Are AI Agents Answering About MFIN?

When someone asks an AI about your company, these are the data points it retrieves:

📅 When are their next earnings? 4
📊 How AI-ready is their investor relations? 3
💰 What's the current stock price? 3
🔍 Company overview / identity 3
👤 Who is this company? Key people, products, competitors? 2
📄 Show me their SEC filings 2

Daily Trend

Live Agents Crawlers Other
05-22
05-24
05-25
05-26
05-27
06-03
06-04
06-06
06-09
06-12

Peer Comparison — Finance Services

How MFIN compares to other companies in your industry (SIC 6199):

RankCompanyAI Queries
1AXP — AMERICAN EXPRESS CO72
2MSTR — Strategy Inc70
3BEGI — BLACKSTAR ENTERPRISE GROUP, IN65
4ABTC — American Bitcoin Corp.63
5OPFI — OppFi Inc.62
6BTGO — BITGO HOLDINGS, INC.61
7UPST — Upstart Holdings, Inc.59
8STQN — STRATEGIC ACQUISITIONS INC /NV59
9SYF — Synchrony Financial57
10LDI — loanDepot, Inc.57

Filing Signals

Patterns detected in MFIN's latest 10-K — extracted from actual text, not AI interpretation.

SignalStrengthMentions in Filing
risk factor 100/100 85
strategic event 100/100 25
ai adoption 100/100 17
platform shift 8/100 1
risk concentration 8/100 1
margin pressure 8/100 1

Data Completeness

Data TypeStatusCount
SEC Filings Indexed355
Filings Full Text7
Earnings Transcripts0
Extracted Facts0
Stock Quotes18 days
Filing Signals12 types

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Weekly AI Discovery Report Preview

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MEDALLION FINANCIAL CORP — Weekly AI Discovery Report
Week of 2026-06-14 · origin.rootz.global

17 AI queries this period · 0 live agent queries · Rank #3094 in sector

Top AI platforms: Claude (Anthropic) (6)

Most-asked: When are their next earnings? · How AI-ready is their investor relations? · What's the current stock price?

Peer ranking: #? of 10 in Finance Services

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