Pendium
Ecliptica Labs AB
Ecliptica Labs AB
Visibility25
Vibe70
Businesses/Cybersecurity/Ecliptica Labs AB
Ecliptica Labs AB
AI Visibility & Sentiment

Ecliptica Labs AB

Ecliptica Labs AB operates as Threat Landscape, an automated Cyber Threat Intelligence (CTI) platform that utilizes advanced Natural Language Processing to extract and structure data from global OSINT and darknet sources. The platform transforms unstructured security information into actionable, STIX 2.1-compliant intelligence, helping security teams significantly reduce research time and gain clearer insights into adversary relationships.

Active Monitoring
threatlandscape.io
AI Visibility Score
25/100

Low

Sentiment Score
70/100
Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
25
adjacent
0
AI Perception

Summary

Ecliptica Labs AB currently operates in an AI blind spot, holding zero visibility among technical decision-makers while competitors like Recorded Future and ThreatConnect dominate the conversation. While the brand maintains a successful presence in direct vanity searches, it is failing to capture the high-intent traffic generated by security architects seeking specific technical solutions for threat intelligence and incident response.

Value Proposition

Threat Landscape provides a unique combination of automated, NLP-driven fact extraction that reduces analyst research time by 50-70%, a 'grounded' AI copilot that minimizes hallucinations by querying a structured STIX database, and a flexible pricing model that prevents vendor lock-in.

Overview

Ecliptica Labs AB operates as Threat Landscape, an automated Cyber Threat Intelligence (CTI) platform that utilizes advanced Natural Language Processing to extract and structure data from global OSINT and darknet sources. The platform transforms unstructured security information into actionable, STIX 2.1-compliant intelligence, helping security teams significantly reduce research time and gain clearer insights into adversary relationships.

Mission

Purpose-built by cybersecurity professionals to deliver accurate, actionable threat intelligence — helping security teams to stay ahead of evolving threats by empowering analysts, not overwhelming them.

Products & Services
Threat Intelligence PlatformThreat Intelligence APIThreat Landscape CopilotDarknet Monitoring
Agent Breakdown

AI Platforms

How often do different AI platforms reference Ecliptica Labs AB?

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Conversation Analysis

Key Topics

What conversations is Ecliptica Labs AB included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Ecliptica Labs AB to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Threat Intelligence Platform Evaluation(3 queries)

what are the best threat intelligence platforms for a mid-market financial firm that need to reduce analyst burnout

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.Recorded Future
2.Google Cloud (Mandiant Threat Intelligence)
3.ThreatConnect
4.Demisto
5.EclecticIQ

+5 more

ClaudeClaude
1.Recorded Future
2.ThreatConnect (Risk Quantifier)
3.Cyble
4.Gartner Peer Insights
5.Bitsight

+1 more

GeminiGemini
1.Recorded Future Intelligence Cloud
2.ThreatConnect
3.Anomali ThreatStream
4.CrowdStrike Falcon X
5.OpenCTI

+5 more

AI OverviewsAI Overviews
1.ThreatConnect
2.CrowdStrike (CrowdStrike Falcon Adversary Intelligence)
3.Stellar Cyber (Stellar Cyber Open XDR)
4.Anomali (Anomali ThreatStream)
5.Recorded Future

compare threat intel tools that do good darknet monitoring and have an api for our internal tools

0/4 platforms mentioned

Core
The Technical Security Architect · Lead Security Architect
ChatGPTChatGPT
1.Recorded Future
2.Cybersixgill
3.Cyware
4.Flashpoint
5.Cyberint

+6 more

ClaudeClaude
1.DarkOwl
2.Webz.io
3.Lunar
4.SpyCloud
5.VirusTotal

+8 more

GeminiGemini
1.Recorded Future
2.Cyble
3.DarkOwl
4.Breachsense
5.ZeroFox

+3 more

AI OverviewsAI Overviews
1.Recorded Future
2.Flashpoint
3.Flare
4.DarkOwl (DarkOwl Search API)
5.FalconFeeds

+1 more

i need a threat intelligence feed that is stix 2.1 compliant and uses nlp to structure data

1/4 platforms mentioned

Core
The Technical Security Architect · Lead Security Architect
ChatGPTChatGPT
1.Recorded Future
2.Google Cloud Security (Mandiant)
3.ThreatConnect
4.OTX (AlienVault)
ClaudeClaude
1.Cyware Intel Exchange
2.Threat Intelligence Extraction Framework
3.DistilBERT
4.STIXnet
GeminiGemini
1.Google Cloud (Vertex AI Search)
2.Elastic
3.Anomali
4.Sekoia.io
5.GPT-4

+1 more

AI OverviewsAI Overviews
1.EclecticIQ Threat Scout
2.ThreatLandscape
3.Cyware CTIX
4.OpenCTI
Brand Perception

What AI Really Thinks

We asked each AI platform directly about Ecliptica Labs AB to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

1Positive
3Neutral
0Negative
across 4 responses

What do you know about Ecliptica Labs AB? What do they do and what's their reputation?

ChatGPTChatGPT
Neutral

“…Here’s what I can tell about Ecliptica Labs AB…”

ClaudeClaude
Neutral

“…I'll search for information about Ecliptica Labs AB for you.Based on the search results, here's what I found about Ecliptica Labs AB…”

GeminiGemini
Positive

“…Ecliptica Labs AB is a Swedish company that develops and provides various technology solutions…”

AI OverviewsAI Overviews
Neutral

“…Ecliptica Labs AB is a Stockholm-based technology company…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Successful brand recognition during direct queries regarding the company's identity and service offerings.

Strength

Occasional presence in AI Overviews for highly specific technical requirement queries, such as STIX 2.1 compliance.

Gap

Total absence in the consideration phase for critical cybersecurity procurement, including threat intelligence platform evaluations and OSINT automation tools.

Technical Health

Site Health for AI Visibility

How well Ecliptica Labs AB's website is optimized for AI agent discovery and comprehension.

89/100
17 passed 3 warnings 1 issues
Audited 3/25/2026
Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

!

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

!

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Title is too short (22 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

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Brand Identity

Brand Voice & Style

How AI perceives Ecliptica Labs AB's communication style and personality

Ecliptica Labs AB communicates with a tone that is authoritative, precise, and deeply technical, yet refreshingly direct. They position themselves as the 'expert's expert,' cutting through the industry-standard noise of raw data to deliver clear, actionable intelligence. Their voice is confident and solution-oriented, focusing on efficiency, automation, and the empowerment of security analysts rather than fear-mongering.

Core Tone Traits

Authoritative & Expert

Demonstrates deep domain knowledge in cybersecurity, STIX/TAXII standards, and threat intelligence workflows.

Direct & No-Nonsense

Cuts through marketing fluff to focus on tangible benefits like reducing research time and eliminating manual triage.

Analytical & Data-Driven

Prioritizes clarity, provenance, and structured intelligence over overwhelming, uncontextualized data.

Empowering & Supportive

Positions the brand as a partner to SOC teams, aiming to reduce their workload and improve their investigative capabilities.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Ecliptica Labs AB

1Recorded Future52 mentions
2ThreatConnect27 mentions
3OpenCTI25 mentions
4MISP25 mentions
5Flashpoint19 mentions
6Flare18 mentions
7Maltego17 mentions
8Anomali ThreatStream14 mentions
9SpiderFoot14 mentions
10Censys14 mentions
11Ecliptica Labs AB1 mention
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Top 10 Threat Intelligence Platforms (TIP) in 2026 - Stellar Cyber

https://stellarcyber.ai/learn/top-threat-intelligence-platforms/

Referenced in 5 queries

Review
Top 10 Cyber Threat Intelligence (CTI) Platforms for 2026 - Stellar Cyber

https://stellarcyber.ai/learn/top-cyber-threat-intelligence-cti-platforms/

Referenced in 4 queries

Review
21 Best Threat Intelligence Platforms (TIPs): 2026 Guide

https://shadowdragon.io/blog/best-threat-intelligence-platforms/

Referenced in 4 queries

Review
Top 14 Threat Intelligence Platforms for 2026 - Flare | Threat Exposure Management | Unmatched Visibility into Cybercrime

https://flare.io/glossary/top-14-threat-intelligence-platforms-for-2026

Referenced in 3 queries

Review
Best Security Threat Intelligence Products and Services Security Threat Intelligence Products and Services (Transitioning to Cyber Threat Intelligence Technologies) Reviews 2026 | Gartner Peer Insights

https://www.gartner.com/reviews/market/security-threat-intelligence-products-and-services

Referenced in 4 queries

Review
8 Trusted Cyber Threat Intelligence Solutions for Modern Enterprises | CloudSEK

https://www.cloudsek.com/knowledge-base/best-cyber-threat-intelligence-platform

Referenced in 4 queries

Review
Best Threat Intelligence Providers for Global Enterprises, SOC | Bitsight

https://www.bitsight.com/guides/best-cyber-threat-intelligence-platforms-for-global-enterprises-and-soc-teams

Referenced in 3 queries

Review
Best Threat Intelligence Providers for Tech, Healthcare & More | Bitsight

https://www.bitsight.com/guides/best-cyber-threat-intelligence-solutions-per-industry

Referenced in 2 queries

Review
Best Threat Intelligence: Compare Platforms for Security

https://heightscg.com/2026/01/05/best-threat-intelligence-platforms/

Referenced in 3 queries

Review
The Top Threat Actor Groups Targeting the Financial Sector | Flashpoint

https://flashpoint.io/blog/top-threat-actor-groups-targeting-financial-sector/

Referenced in 1 query

Review
Essential Steps to Minimize SOC Analyst Burnout with AI

https://radiantsecurity.ai/learn/soc-analyst-burnout/

Referenced in 1 query

Review
Agentic AI can ease burnout among CTI analysts - SmartBrief

https://www.smartbrief.com/original/agentic-ai-can-ease-burnout-among-cti-analysts

Referenced in 1 query

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Ecliptica Labs AB's resources to help users.

Establish the Gold Standard for Platform Evaluation

This goal targets high-intent 'Threat Intelligence Platform Evaluation' queries where competitors currently lead. By creating structured evaluation frameworks and feature-specific maps, we provide AI agents with clear data points to cite when users ask for vendor comparisons.

The 12-point checklist for evaluating automated CTI platforms without falling for marketing hype or feature bloat
Why STIX 2.1 compliance is the make-or-break factor for modern SOC integration and cross-tool interoperability
Comparing manual OSINT research costs against automated NLP extraction: A data-backed ROI framework for security leadership
How to benchmark threat intelligence quality beyond simple indicator volume and vanity time-to-detection metrics

Optimize Technical Architecture for AI Discovery

This goal addresses the lack of visibility in technical compliance and architecture searches by structuring documentation for LLM readability. By publishing schema-rich technical deep-dives, we ensure AI assistants can accurately describe Ecliptica's unique NLP and STIX implementation.

A technical deep-dive into how NLP extracts structured entities from unstructured darknet forum posts and chat logs
Mapping Ecliptica data architecture to the NIST Cybersecurity Framework for automated compliance and risk reporting
How our grounded AI copilot uses RAG on STIX databases to eliminate LLM hallucinations in security reports
The developer guide to programmatic threat intelligence access via RESTful APIs and STIX-compliant data structures

Build Authority for Technical Threat Intelligence Leads

This goal bridges the visibility gap for the Technical Threat Intelligence Lead persona by producing advanced, practitioner-focused content. We will provide the granular insights that AI assistants need to recommend Ecliptica for complex, enterprise-level deployment scenarios.

Advanced adversary relationship mapping: Moving beyond simple IOCs to behavioral TTP identification at enterprise scale
Why your threat hunting team is wasting 30 hours a week on manual data normalization and how to fix it
Reverse engineering automated data extraction: How we verify the accuracy of NLP-derived threat intelligence at the source
Building a proactive defense strategy using automated OSINT monitoring for early-stage credential leak detection
Content Engineering

Recommended Actions

!

Develop and publish high-utility content maps for 'Threat Intelligence Platform Evaluation' queries.

Competitors are winning by answering these specific high-intent questions; Ecliptica must inject its value proposition into the AI-generated responses for these exact search terms.

Impact: High
!

Optimize technical documentation for LLM ingestion.

The company appears once in AI Overviews for technical compliance; this indicates a potential to rank consistently if technical capabilities are structured clearly for AI parsing.

Impact: High
~

Launch a 'Technical Threat Intelligence' thought leadership series.

Current visibility is nonexistent for the Technical Threat Intelligence Lead persona; bridging this gap is essential to be considered for top-tier enterprise deployments.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 25, 2026.

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