Independent AEO Audit

https://openstrategypartners.com/ AI Visibility Report — 17% Score

A snapshot of how often major AI assistants mention https://openstrategypartners.com/ when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.

Last audited July 3, 2026 · Powered by Rank Monster
Overall AI Visibility
17%
Per-engine breakdown
Claude
13%
ChatGPT
0%
Gemini
0%
Perplexity
0%
Copilot
13%
Grok
25%
Test Methodology

8 search queries tested across 6 AI engines (47 total queries) on July 3, 2026.

ChatGPTClaudeGeminiPerplexityCopilotGrok
Category Performance
How often https://openstrategypartners.com/ is mentioned by category of buyer question.
comparison
25%3/12
industry
17%1/6
awareness
0%0/17
recommendation
0%0/12
Entity & Indexing Presence
The 8 highest-leverage AEO signals. Each measures whether https://openstrategypartners.com/ is known to a platform LLMs train from or cite.
20/100
  • GoogleGoogle not checked
  • BingNot found on Bing
  • Brave SearchBrave Search not checked
  • WikipediaNot found on Wikipedia
  • WikidataNot found on Wikidata
  • Wayback MachineIndexed on Wayback Machine
  • IndexNowNot found on IndexNow
  • Google Knowledge GraphGoogle Knowledge Graph not checked
Tested Searches
8 prompts tested — 2 mentioned at least once.
What is technical marketing and how does it differ from regular B2B marketing?
awareness·
CopilotChatGPTGeminiGrokClaudePerplexity
How does content-driven growth strategy work for open source and developer-focused tech companies?
awareness·
ClaudeGeminiGrokCopilotPerplexity
What is technical marketing strategy and how does it differ from regular B2B marketing?
awareness·
GeminiCopilotChatGPTClaudePerplexityGrok
Should I choose openstrategypartners.com or hire an in-house marketing team for technical content strategy?
comparison·
ClaudeChatGPTGeminiPerplexityCopilotGrok
What are the best alternatives to traditional marketing agencies for open source monetization and technical positioning?
comparison·
GeminiGrokChatGPTCopilotPerplexityClaude
What are B2B SaaS and open source best practices for content marketing when your buyers are highly technical?
industry·
GrokChatGPTCopilotGeminiPerplexityClaude
What B2B growth enablement service should I use if we're struggling to communicate our technical value to non-technical buyers?
recommendation·
GeminiPerplexityClaudeCopilotChatGPTGrok
Which marketing strategy partner is best for a Series A tech company that needs help positioning technical capabilities for enterprise sales?
recommendation·
ClaudePerplexityChatGPTCopilotGrokGemini
Proof of Citation
Claude

Should I choose openstrategypartners.com or hire an in-house marketing team for technical content strategy?

I'll search for information about OpenStrategyPartners to help you make an informed decision.Based on the information available, here's a comparison to help you decide: ## W...

Copilot

Should I choose openstrategypartners.com or hire an in-house marketing team for technical content strategy?

...chnical content engine and strategic framework grounded in “technical truth,” especially in B2B/open source contexts. ([openstrategypartners.com](https://openstrategypartners.com/?utm_source=openai)) - Choose in-house if your product/domain is highly specialized a...

Grok

Should I choose openstrategypartners.com or hire an in-house marketing team for technical content strategy?

**OSP (openstrategypartners.com) is often the stronger choice for specialized technical content strategy, especially for B2B tech or open-source compan...

Grok

What are B2B SaaS and open source best practices for content marketing when your buyers are highly technical?

...marks, architecture diagrams, and API references. Be honest about limitations, trade-offs, and edge cases.[[2]](https://openstrategypartners.com/blog/the-essential-guide-best-practices-in-marketing-to-software-developers/) - **Lead with value and proof**: Focus on...

https://openstrategypartners.com/ AI Visibility Analysis

Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.

A 17% score means, on average, https://openstrategypartners.com/ was mentioned in 17 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.

The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.

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