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See how often LlamaIndex 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
#1.2
Prompt checks
5
Scans
1
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Claiming lets you edit prompts and competitors, refresh scans weekly, and embed a live score badge on your site.
AI answer analysis
LlamaIndex appeared in 100% of tested AI recommendation prompts for AI Agents & Automation. Across 5 public prompt checks, the brand's average recommendation position was #1.2.
LlamaIndex was evaluated alongside competitors including LangChain, Haystack, CrewAI. 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
5 checks100%
Visibility 97% · Avg rank #1.2
Positive
4
Neutral
1
Negative
0
Buyer-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 ai agents & automation tools right now?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
Which rag 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 rag framework product, and which options stand out?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
LlamaIndex vs LangChain — which one should I choose and why?
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 ai agents & automation tools right now?
Prompt 2
MentionedWhich rag framework tool would you recommend for a small team?
Prompt 3
MentionedWhat should I look for when choosing a rag framework product, and which options stand out?
Prompt 4
MentionedLlamaIndex vs LangChain — which one should I choose and why?