best tools for AI search analytics
AI Search Visibility Analysis
Analyze how brands appear across multiple AI search platforms for a specific prompt
Total Mentions
Total number of times a brand appears
across all AI platforms for this prompt
Platform Presence
Number of AI platforms where the brand
was mentioned for this prompt
Linkbacks
Number of times brand website was
linked in AI responses
Sentiment
Overall emotional tone when brand is
mentioned (Positive/Neutral/Negative)
Brand Performance Across AI Platforms
| BRAND | TOTAL MENTIONS | PLATFORM PRESENCE | LINKBACKS | SENTIMENT | SCORE |
|---|---|---|---|---|---|
1Meilisearch | 0 | 2 | 95 | ||
2Elasticsearch | 0 | 0 | 78 | ||
3Qatalog | 0 | 1 | 78 | ||
4quantilope | 0 | 1 | 78 | ||
5ThoughtSpot | 0 | 0 | 62 | ||
6Algolia | 0 | 0 | 62 | ||
7IBM Watson | 0 | 0 | 62 | ||
8Coveo | 0 | 0 | 62 | ||
9Azure AI Search | 0 | 0 | 62 | ||
10Glean | 0 | 0 | 62 | ||
11AnswerRocket | 0 | 0 | 62 | ||
12Google Cloud Smart Analytics | 0 | 0 | 62 | ||
13Pecan | 0 | 0 | 62 | ||
14IBM Cognos Analytics | 0 | 0 | 55 | ||
15Arc Search | 0 | 0 | 55 |
Strategic Insights & Recommendations
Dominant Brand
ThoughtSpot and Azure AI Search emerge as leading platforms, with ThoughtSpot focusing on natural language analytics and Azure AI Search providing comprehensive enterprise search capabilities.
Platform Gap
ChatGPT provides a focused overview of five key tools, while Perplexity offers extensive categorization and detailed comparison tables, with Google AIO providing no response.
Link Opportunity
Both platforms reference multiple authoritative sources on AI search tools, creating opportunities for linking to comprehensive tool comparison guides and vendor websites.
Key Takeaways for This Prompt
Enterprise search platforms like Azure AI Search and Elasticsearch offer the most comprehensive features for large organizations.
Natural language query capabilities are becoming standard across AI search analytics tools, making data analysis more accessible.
Open-source solutions like Meilisearch and Elasticsearch provide cost-effective alternatives with high customization potential.
Mobile-first AI search tools like Arc Search are emerging for research-focused use cases on mobile devices.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (6)
SUMMARY
ChatGPT recommends five key AI search analytics tools: ThoughtSpot for natural language analytics, Algolia for instant search with typo tolerance, IBM Watson Discovery for NLP-driven insights, Elasticsearch for open-source scalability, and Coveo for personalized search experiences. Each tool offers unique features for different business needs, with considerations for scalability, integration, and user-friendliness being crucial selection factors.
REFERENCES (4)
Perplexity
BRAND (11)
SUMMARY
Perplexity provides a comprehensive overview of AI search analytics tools across three categories: enterprise search platforms (Azure AI Search, Elasticsearch, Meilisearch, Glean, Qatalog), AI-powered data analytics platforms (IBM Cognos Analytics, AnswerRocket, Google Cloud Smart Analytics, quantilope, Pecan), and mobile AI search (Arc Search). The response includes detailed feature comparisons, pros/cons analysis, and a summary table to help users choose based on organizational size, budget, and technical capabilities.
REFERENCES (7)
Google AIO
SUMMARY
No summary available.
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