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See how often Haystack appears in OpenAI-style AI recommendations, including ChatGPT-style answers, competitor comparisons, AI visibility score, and prompt-level insights.
OpenAI visibility score
Mention rate
100%
Average rank
#3.5
Prompt checks
10
Scans
1
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AI answer analysis
Haystack appeared in 100% of tested AI recommendation prompts for AI Agents & Automation. Across 10 public prompt checks, the brand's average recommendation position was #3.5.
Haystack was evaluated alongside competitors including LangChain, CrewAI, LlamaIndex. LangChain was the most frequently mentioned competitor in the same AI answers.
This report currently reflects OpenAI-style AI answers and buyer recommendation prompts.
Provider coverage
This public report currently tracks OpenAI-style AI answers.
OpenAI
10 checks100%
Visibility 90% · Avg rank #3.5
Positive
8
Neutral
2
Negative
0
LlamaIndex
10 mention(s)
Best rank #1 · 8 positive · 2 neutral · 0 negative
View Haystack vs LlamaIndexBuyer-style questions that shaped this visibility score.
Prompt 1
MentionedThese deeper pages target a single high-intent prompt and are the best candidates for long-tail search.
Prompt page
What are the best alternatives to LangChain?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
What are the best ai agents & automation tools right now?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
Which llm app framework tool would you recommend for a small team?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
What should I look for when choosing a llm app framework product, and which options stand out?
View the entity-level analysis for this query and the related entity context around it.
AI visibility measures whether a brand appears when AI assistants answer buyer-style recommendation prompts.
The score combines mention rate, average rank, and sentiment across stored prompt checks.
This public report updates when a new public scan is completed for the brand.
AI assistants increasingly shape vendor shortlists, comparisons, and search behavior before buyers visit websites.
Report generated by AIsees.me
What are the best alternatives to LangChain?
Prompt 2
MentionedWhat are the best ai agents & automation tools right now?
Prompt 3
MentionedWhat are the best ai agents & automation tools right now?
Prompt 4
MentionedWhich llm app framework tool would you recommend for a small team?