STANDARD BIOTOOLS INC.

LAB · Nasdaq · AI Visibility Dashboard · View All Rankings
7 Days 30 Days 90 Days All Time
110
AI Queries (365d)
0
Live Agent Queries
38
Crawler Indexing
#980
of 8,053 companies
6
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: 38 Other: 72

Which AI Platforms Research LAB

AI PlatformTotalLive UsersCrawlers
ChatGPT / GPT 22 — 19
Claude (Anthropic) 18 — 18
Gemini (Google) 2 — —
Perplexity 1 — 1
Other traffic: Web Browser (57), API / Script (3)

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

What Questions Are AI Agents Answering About LAB?

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

📊 How AI-ready is their investor relations? 47
🔍 Company overview / identity 15
📄 Show me their SEC filings 13
👤 Who is this company? Key people, products, competitors? 10
📅 When are their next earnings? 9
💰 What's the current stock price? 8
🏠 Give me a full company overview 4
🕑 What's the company history? 2

Daily Trend

Live Agents Crawlers Other
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Peer Comparison — Laboratory Analytical Instruments

How LAB compares to other companies in your industry (SIC 3826):

RankCompanyAI Queries
1A — AGILENT TECHNOLOGIES, INC.180
2ILMN — ILLUMINA, INC.148
3MTD — METTLER TOLEDO INTERNATIONAL I146
4WAT — WATERS CORP /DE/145
5RVTY — REVVITY, INC.142
6BRKR — BRUKER CORP135
7BIO — BIO-RAD LABORATORIES, INC.128
8BFNH — BIOFORCE NANOSCIENCES HOLDINGS125
9TXG — 10x Genomics, Inc.122
10EYPT — EyePoint, Inc.121

Filing Signals

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

SignalStrengthMentions in Filing
restructuring 100/100 22
risk concentration 100/100 3
risk factor 100/100 101
strategic event 100/100 12
ai adoption 100/100 17
platform shift 48/100 6
margin pressure 16/100 2
growth inflection 8/100 1

Data Completeness

Data TypeStatusCount
SEC Filings Indexed✓213
Filings Full Text✓7
Earnings Transcripts✗0
Extracted Facts✗0
Stock Quotes✓6 days
Filing Signals✓22 types

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LAB ranks #980 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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Weekly AI Discovery Report Preview

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STANDARD BIOTOOLS INC. — Weekly AI Discovery Report
Week of 2026-06-10 · origin.rootz.global

110 AI queries this period · 0 live agent queries · Rank #980 in sector

Top AI platforms: ChatGPT / GPT (22), Claude (Anthropic) (18), Gemini (Google) (2)

Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings

Peer ranking: #? of 10 in Laboratory Analytical Instruments

Subscribers see full breakdown: hourly trends, topic analysis, agent-level detail, and custom alerts.

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