ECD Automotive Design, Inc.

ECDA · OTC · Retrieval Dashboard · View All Rankings
7 Days 30 Days 90 Days All Time
28
AI Queries (7d)
0
Live Agent Queries
3
Crawler Indexing
#498
of 8,053 companies
3
Distinct agent types

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: 3 Other: 25

Which Agents Fetched ECDA's Record

AI PlatformTotalLive UsersCrawlers
Claude (Anthropic) 2 — 2
Perplexity 1 — 1
Other traffic: Web Browser (25)

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

What Questions Are AI Agents Answering About ECDA?

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

📊 How AI-ready is their investor relations? 11
🔍 Company overview / identity 5
📅 When are their next earnings? 4
💰 What's the current stock price? 3
📄 Show me their SEC filings 3
👤 Who is this company? Key people, products, competitors? 2

Daily Trend

Live Agents Crawlers Other
10-10
10-11
10-12
10-13
10-14
10-15
10-16
10-17

Peer Comparison — Motor Vehicles & Passenger Car Bodies

How ECDA compares to other companies in your industry (SIC 3711):

RankCompanyAI Queries
1PCAR — PACCAR INC110
2TSLA — Tesla, Inc.44
3NIO — NIO Inc.32
4ECDA — ECD Automotive Design, Inc. (you)28
5RIVN — Rivian Automotive, Inc. / DE26
6FSS — FEDERAL SIGNAL CORP /DE/26
7SEV — Aptera Motors Corp25
8AIIO — ROBO.AI INC.23
9RACE — Ferrari N.V.21
10SVUHF — SRIVARU Holding Ltd20

Filing Signals

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

SignalStrengthMentions in Filing
risk factor 100/100 37
strategic event 100/100 17
platform shift 66/100 7
ai adoption 40/100 5
margin pressure 32/100 4
backlog growth 24/100 3
growth inflection 16/100 2

Data Completeness

Data TypeStatusCount
SEC Filings Indexed✓115
Filings Full Text✓100
Earnings Transcripts✗0
Extracted Facts✗0
Stock Quotes✓1 days
Filing Signals✓114 types

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ECDA ranks #498 of 8,053 companies queried by AI. Most AI agents struggle to find reliable data about your company. That means inaccurate answers. Get the full dashboard with weekly reports, real-time alerts, and guaranteed AI discoverability.

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ECD Automotive Design, Inc. — Weekly AI Discovery Report
Week of 2026-10-17 · origin.rootz.global

28 AI queries this period · 0 live agent queries · Rank #498 in sector

Top AI platforms: Claude (Anthropic) (2), Perplexity (1)

Most-asked: How AI-ready is their investor relations? · Company overview / identity · When are their next earnings?

Peer ranking: #4 of 10 in Motor Vehicles & Passenger Car Bodies

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