Primer

Visibility38

Vibe100

Businesses/Artificial Intelligence & Machine Learning/Primer

AI Visibility & Sentiment

Primer

Primer is an AI/ML technology company that transforms massive amounts of unstructured data into actionable intelligence for national security, defense, intelligence, and enterprise organizations. Their platform enables leaders, analysts, and operators to make faster, more informed decisions in mission-critical environments.

Active Monitoring

primer.ai

Artificial Intelligence & Machine Learning Startups

AI Visibility Score

38/100

Low

Sentiment Score

100/100

AI Perception

Summary

Primer has secured a commanding lead as the definitive solution for scaling intelligence analysis on Gemini and Claude, yet it remains dangerously invisible within the mission-critical discourse on AI accuracy and hallucination reduction. While the brand resonates powerfully with federal procurement specialists, a complete lack of presence in Google AI Overviews and poor visibility among CTOs creates a significant barrier to winning the broader defense tech stack.

Value Proposition

Trusted decision-ready AI that transforms information overload into actionable intelligence with near-zero hallucination rates, enabling faster and more confident decision-making when stakes are high

Overview

Mission

Primer exists to make the world a safer place by providing trusted decision-ready AI to the world's most critical organizations.

Products & Services

Primer Enterprise Platform - AI-native platform for data analysis and intelligencePrimer Command - Mission-critical AI solutionRAG-V (Retrieval-Augmented Generation with Verification) - Proprietary verification technologyNatural Language Processing and semantic search capabilitiesMulti-language support across 125+ languages

Agent Breakdown

AI Platforms

How often do different AI platforms reference Primer?

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Conversation Analysis

Topics

What conversations is Primer included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Primer 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.

ChatGPT

Claude

Gemini

AI Overviews

Scaling Intelligence Analysis(2 queries)

“how can i use ai to automate the analysis of thousands of open source intelligence reports daily”

0/4 platforms mentioned

ChatGPT

1.Kafka

2.Pulsar

3.spaCy

4.Flair

5.Stanza

+47 more

Claude

1.Scrapy

2.Selenium

3.Tesseract

4.AWS Textract

5.Apache Kafka

+22 more

Gemini

1.Feedly

2.AI Leo

3.Apify

4.Spider.cloud

5.Pinecone

+18 more

AI Overviews

1.Eclipse AI

2.ShadowDragon Horizon Monitor

3.Energent.ai

4.Browse AI

5.AnyPicker

+21 more

“need a way to extract actionable intelligence from unstructured defense data, what tools do you recommend”

2/3 platforms mentioned

Claude

1.Palantir Gotham

2.Primer AI

3.Microsoft Azure Government

4.Copilot Pro

5.Azure Government Secret

+7 more

Gemini

1.Primer.ai

2.Primer Delta

3.Primer Command

4.Palantir

5.AIP

+10 more

AI Overviews

1.Esri

2.DataWalk

3.ArcGIS AllSource

4.i2 Group

5.Analyst’s Notebook

+8 more

Ensuring AI Accuracy For Mission Critical Tasks(1 query)

“what are the best solutions for reducing hallucinations in rag systems for national security use”

0/4 platforms mentioned

ChatGPT

1.BM25

2.Elasticsearch

3.OpenSearch

4.Pinecone

5.Qdrant

+28 more

Claude

1.Mistral

2.Cohere Rerank

3.jina-reranker

4.LlamaIndex

5.GPT Index

+5 more

Gemini

1.Cohere Rerank

2.BGE-Reranker

3.NVIDIA NeMo Guardrails

4.Guardrails AI

5.RAGAS

+9 more

AI Overviews

1.Digital Divide Data

2.LeewayHertz

3.K2view

4.RAGAS

Evaluating Defense AI Partners(1 query)

“most trusted ai and machine learning companies for defense and intelligence in 2026”

2/4 platforms mentioned

ChatGPT

1.Lockheed Martin

2.Raytheon Technologies

3.RTX

4.Northrop Grumman

5.General Dynamics

15.Primer

+27 more

Claude

1.Palantir Technologies

2.Gotham

3.Apollo

4.Northrop Grumman

5.Raytheon Technologies

+8 more

Gemini

1.Palantir Technologies

2.AIP

3.Gotham

4.Anduril Industries

5.Lattice OS

25.Primer AI

+23 more

AI Overviews

1.Anduril Industries

2.Lattice OS

3.Palantir Technologies

4.Gotham

5.Founding

+17 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Dominant performance in 'Scaling Intelligence Analysis' queries, consistently achieving #1 and #2 rankings on Gemini and Claude.

Strength

High authority with 'The Federal Procurement Specialist' persona, maintaining a strong average position of 6.0.

Strength

Strong brand sentiment across all platforms, indicating that when Primer is mentioned, it is positioned as a trusted leader.

Gap

Total absence from Google AI Overviews (0% mention rate), missing a critical touchpoint for real-time search discovery.

Gap

Critical failure to appear in queries regarding 'Ensuring AI Accuracy for Mission-Critical Tasks' and hallucination mitigation.

Gap

Weak positioning for the 'Defense Contractor CTO' persona, with an average position of 23.5, trailing significantly behind intelligence managers.

Opportunity

Pivot content strategy to address RAG (Retrieval-Augmented Generation) and hallucination reduction to capture the 'AI Accuracy' market segment.

Opportunity

Aggressively target technical SEO and structured data to break into AI Overviews, where competitors like Palantir and Recorded Future are currently more visible.

Opportunity

Leverage the current #1 rankings on Claude and Gemini to build case-study-driven landing pages that mirror the 'actionable intelligence from unstructured data' query intent.

Technical Health

Site Health for AI Visibility

How well Primer's website is optimized for AI agent discovery and comprehension.

94/100

20 passed 2 warnings

Audited 2/28/2026

Crawlability90

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

1 render-blocking resource(s) detected

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

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Primer's communication style and personality

Primer communicates with authoritative expertise grounded in deep understanding of national security and intelligence operations. The tone is mission-focused and serious, reflecting the high-stakes environments their customers operate in, while remaining accessible to technical and non-technical audiences alike. They emphasize trust, accuracy, and transparency—particularly around AI reliability—and speak with confidence about their technology's capabilities without hyperbole. The voice conveys urgency about the importance of AI adoption while maintaining a professional, measured approach.

Core Tone Traits

Mission-Driven & Authoritative

Speaks with deep expertise about defense and intelligence operations, conveying the gravity and importance of their work

Trust-Focused & Transparent

Emphasizes accuracy, verification, and traceability to build confidence in AI-generated insights

Technical yet Accessible

Explains complex AI concepts clearly for both technical practitioners and executive decision-makers

Urgent yet Measured

Conveys the critical need for AI adoption while maintaining professional composure and avoiding sensationalism

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Primer

Primer23 mentions

Mistral19 mentions

Milvus14 mentions

Recorded Future14 mentions

Palantir14 mentions

Elasticsearch13 mentions

spaCy12 mentions

Llama 212 mentions

LangChain12 mentions

Babel Street11 mentions

Scale AI11 mentions

Source Intelligence

Citations

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

The Future of Intelligence Gathering: Automating OSINT Techniques

https://blog.mcafeeinstitute.com/automating-osint-course/

Referenced in 1 query

Review

Why I'm Automating OSINT Workflows to Put the 'Analysis ...

https://osintimes.substack.com/p/why-im-automating-osint-workflows

Referenced in 1 query

Review

Best OSINT Tools for Intelligence Gathering (2026) Free and ...

https://shadowdragon.io/blog/best-osint-tools/

Referenced in 2 queries

Review

AI Platform for Open-Source Intelligence (OSINT) - Energent.ai

https://energent.ai/use-cases/en/osint

Referenced in 1 query

Review

19 tips on AI for OSINT research - Authentic8

https://www.authentic8.com/blog/19-tips-ai-for-osint

Referenced in 1 query

Review

Automating OSINT for Threat Intelligence: Scaling Your Workflow

https://medium.com/@gh4reeb/automating-osint-for-threat-intelligence-scaling-your-workflow-part-3-e192c2c9a5dd

Referenced in 1 query

Review

How to Use AI to Generate Automated Reports (2026 Guide) - Darwin Blog

https://blog.getdarwin.ai/en/es/c%C3%B3mo-usar-ia-para-generar-reportes-autom%C3%A1ticos-gu%C3%ADa-2026

Referenced in 1 query

Review

What is OSINT? Top 15 AI-Powered OSINT Tools [New 2026]

https://www.craw.in/what-is-osint-top-15-ai-powered-osint-tools

Referenced in 1 query

Review

Open source LLMs unlock agentic and generative AI

https://developer.ibm.com/articles/open-source-llm-dev-day/

Referenced in 1 query

Review

Nemotron Labs: How AI Agents Are Turning Documents Into ...

https://blogs.nvidia.com/blog/ai-agents-intelligent-document-processing/

Referenced in 1 query

Review

Document AI | Google Cloud

https://cloud.google.com/document-ai

Referenced in 1 query

Review

Open Source AI VS Closed AI | Artificial Intelligence | LLM ...

https://www.youtube.com/shorts/tCgM8SJRXwM

Referenced in 1 query

Pitch Story

Content Engineering

Recommended Actions

Develop a 'Trust & Accuracy' content hub focused on hallucination mitigation in RAG systems.

Primer is currently ignored by LLMs for accuracy-related queries; building authority here is essential for mission-critical defense positioning.

Impact: High

Optimize technical documentation for Google AI Overviews visibility.

The 0% mention rate in AI Overviews is a massive blind spot that prevents the brand from appearing in primary search-driven AI summaries.

Impact: High

Launch a targeted technical campaign aimed at the Defense Contractor CTO persona.

With an average position of 23.5 for CTOs versus 6.0 for procurement agents, there is a disconnect between Primer’s business value and its technical perceived authority.

Impact: Medium

Execute a competitive 'displacement' content strategy against Palantir and Recorded Future for 'Trusted AI Partner' queries.

Primer is frequently outranked on ChatGPT and Gemini for high-intent 'best solution' queries where these competitors currently dominate the top 10.

Impact: Medium

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