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Business Intelligence

High-performance MCP servers with real-time business insights for your AI agents.

L
LOTHAL · Competitive Intelligence
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Ask about any company...
AI-Native Teams

Youragentsaredrowninginunstructureddata

Natural language is great for queries so you can simply chat with your agent. Not so much for the agent to perform its tasks if it’s reliant on unstructured data from web searches and text-heavy documents.

G

GTM & Competitive Strategy

Needs real-time competitor signals but agents return raw HTML and buried context.

P

Product Marketing

Needs positioning and feature intelligence but agents can’t distinguish signal from noise.

S

Sales & Revenue Ops

Needs financial and hiring signals to time outreach but agents hallucinate from unstructured filings.

<div class="search-result"><h3>Latest News 2024</h3><p>Market trends are changing rapidly... [click for more]</p></div> <script>var _u = undefined; window.tracker = function(){};</script> <div class="ad-container"><!-- spacer --></div> <h4>Error 404: Snippet not found</h4>
øAgent with search toolsRaw Search
&blacktriangleright; acmecorp.com/products
Acme Corp offers three product lines: Acme Platform, Acme Analytics, and Acme Connect. The platform page describes an "all-in-one solution for enterprise teams" with features including workflow automation, team collaboration, and advanced reporting...
&blacktriangleright; acmecorp.com/blog (14 posts)
Recent posts cover "Why We're Betting on AI," a customer spotlight, an engineering blog about Kubernetes migration, SaaStr recap, and 3 new PM hiring posts. No mention of new launches...
&blacktriangleright; acmecorp.com/sitemap.xml
847 URLs. Recent: /blog/saastr-recap, /careers/pm-sf, /products/workflow-automation, /legal/updated-terms... Unable to determine significance without deeper analysis...
&blacktriangleright; google news
No press releases in 14 days. Most recent: TechCrunch (3 weeks ago) on Series C extension...

5 sources · signal buried in noise · requires human review

How it works

01

“How is Acme Corp positioning their new workflow product?”

02

Your agent uses LOTHAL MCP

03

LOTHAL returns structured, confidence-scored signals

⌈JSON ResponseStructured
01Unannounced Product Launch
0.92

New /products/workflow-automation page with feature matrix, API docs, and integration partners. Live but absent from navigation and press.

detected: 2026-03-08 · evidence: sitemap diff + page snapshot

02Hiring Pattern Shift
0.87

3 PM roles in 10 days, all mentioning "new product line" and "0-to-1." Previous 6 months: 0.5 PM hires/month.

detected: 2026-03-06 · evidence: careers page diff + baseline

03No Press Coverage

Zero PR or media mentions for the new product page. Signals pre-announcement staging.

cross-referenced: PR Newswire, blog, social

3 signalsstructured, actionable
04

Your agent reasons over the data on company servers so you never worry about privacy

05

You get actionable intelligence grounded in evidence, not guesswork

The Solution

LLMslovestructureddata,justlikeyoudo

LOTHAL monitors, cross-references, and scores business signals so your agents get clean, structured intelligence they can reason about accurately. Outmaneuver competition with faster decisions, precise messaging, and accelerated deals.

CI

Competitive Intelligence

Monitor competitor websites for positioning shifts, unannounced launches, pricing changes, and hiring surges.

MA

Market Analyst

Surface revenue trends, margin shifts, and risk signals from SEC filings. Structured extraction from XBRL-tagged financials gives your agents precise, machine-readable data.

Built for the Agentic Web

BringYourOwnAgents

MCP servers are inherently flexible. They integrate with your stack whether you're coding from scratch, building visual workflows, or connecting through Claude Cowork.

01. Code

{

"mcpServers": {

"lothal": {

"url":

"https://mcp.loth.al/sse"

}

}

}

02. Low-Code
LOTHALMCP serverintelAI Agenttools agentSlackoutputLLMMemoryTool
03. No Code
"What signals does Acme Corp have this week?"
LOTHAL Response
Detected unannounced product launch — /products/workflow-automation live since Mar 8. Hiring surge: 3 PM roles in 10 days.

Works with your existing agents

Claude
OpenAI
Copilot
n8n
LangChain
Custom

Pricing

Explorer
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MCP ServersCore
Entities5
Rate Limit100 req/day
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Full intelligence layer
MCP ServersAll
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Rate Limit2,000 req/day
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Enterprise
Custom intelligence
MCP ServersAll + Early Access
EntitiesCustom
Rate LimitCustom
SupportDedicated
Contact Us
Enterprise includes quarterly strategy calls with our team to help optimize integration. Talk to us.

Roadmap

Next Up
Community Intelligence
Structured signals from Reddit, HackerNews, G2. Voice of market, tracked continuously.
NEW ENDPOINT
Supply Chain Risk Scoring
ICP-level supply chain risk assessment from public data and freight intelligence.
NEW ENDPOINT
Market Analyst: Efficiency Scoring
Operational efficiency and marketing ROI signals from filing analysis.
FEATURE EXPANSION
On the Horizon
Predictive Modeling
Forward-looking signals derived from historical patterns and market dynamics.
COMING SOON
Trend Analysis
Cross-market trend detection with configurable time horizons and confidence scoring.
COMING SOON
Anomaly Detection
Automated flagging of outlier behavior across tracked companies and sectors.
COMING SOON

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