Vectara AI visibility score and rankings

Parse Score

69.2

Strength

88.5Excellent

How well you compete

Reach

54.2Great

How broadly AI mentions you

Authority

66.0Excellent

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

69.2

Strength

88.5Excellent

How well you compete

Reach

54.2Great

How broadly AI mentions you

Authority

66.0Excellent

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Brand performance

How Vectara's AI visibility has changed over time

Top peers

Brands AI most often recommends alongside Vectara

Brand	Parse Score	Shared Niches
Pinecone	78.2	9
OpenAI	81.6	9
Weaviate	77.3	8

Top prompts

Questions people ask AI where Vectara appears in the last 30 days

Prompt	Prompt visibility
Our chatbot is hallucinating answers and promising features we don't have. Who specializes in "grounding" LLMs with RAG (Retrieval-Augmented Generation)?	22.0
I'm looking for a managed service that combines data ingestion, vectorization, and search in one platform. What's the best end-to-end RAG platform?	21.9
Our knowledge base is outdated, and employees ask Slack questions instead. Who offers an internal AI search bot that indexes Slack and Wikis?	7.3

Top cited domains

Domains AI cites when recommending Vectara in the last 30 days

Prompt	Prompt visibility
Our chatbot is hallucinating answers and promising features we don't have. Who specializes in "grounding" LLMs with RAG (Retrieval-Augmented Generation)?	22.0
I'm looking for a managed service that combines data ingestion, vectorization, and search in one platform. What's the best end-to-end RAG platform?	21.9
Our knowledge base is outdated, and employees ask Slack questions instead. Who offers an internal AI search bot that indexes Slack and Wikis?	7.3

Domain	Citations	Prompts
github.com GitHub - vectara/hallucination-leaderboard: Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents · GitHub	2	1
github.com GitHub - vectara/react-chatbot: UI widget for adding a chatbot to your React UI in just a few lines of code · GitHub	2	1
vectara.com HCMBench: an evaluation toolkit for hallucination correction models	2	2

Domain	Citations	Prompts
github.com GitHub - vectara/hallucination-leaderboard: Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents · GitHub	2	1
github.com GitHub - vectara/react-chatbot: UI widget for adding a chatbot to your React UI in just a few lines of code · GitHub	2	1
vectara.com HCMBench: an evaluation toolkit for hallucination correction models	2	2

Vectara

Strength

Reach

Authority

Strength

Reach

Authority

Brand performance

Strength vs peers over time

Top peers

Top prompts

Top cited domains

Strength vs peers over time