Own Your Brand's AI Presence.
Sorikko analyzes how brands appears across leading AI chat platforms. Be visible where decisions are made!
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The future of brand discovery is conversational.
Is your brand part of the conversation?
LLM USAGE BREAKDOWN1
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Researching, gathering or summarizing information
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Up-to-date info including news and weather
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Shopping recommendations and decision support
Every day, millions turn to AI assistants instead of search engines. From product advice to brand comparisons, decisions are being shaped by language models, not links.
If your brand isn’t mentioned in these conversations, you’re invisible where it matters most. Sorikko shows you how you’re perceived – and how to lead the narrative.
BENEFITS
Gain the advantage
Brand
Strength
Understand your brand's prominence within major Large Language Models (e.g., GPT series, Grok, Gemini, DeepSeek). Learn how frequently your brand is mentioned in LLM responses compared to your competitors.
Brand Positioning
Track whether your brand is listed first, in the middle, or towards the end, which can offer insights into its perceived prominence, relevance, or categorization according to the AI model.
Sentiment Analysis
Evaluate the overall tone and context surrounding mentions of your brand within LLM-generated text. Check whether your brand is typically portrayed in a positive, negative, or neutral light when discussed by the AI.
Knowledge Sources
Seek to identify the potential primary online sources (such as influential websites, key documents, dominant online narratives, prominent datasets) that likely form the basis of the LLMs' understanding and portrayal of your brand.
ALREADY USING SORIKKO
Features
Bulk LLM Engine Querying
Gather diverse perspectives and data points from multiple AI sources in a single operation, saving significant time and effort and allowing for comparative analysis of responses.
Search Engine Query Suggestions
Analyze the most popular search terms and phrases used on platforms like Google and Bing related to your industry or keywords and generate relevant questions to pose to LLMs, ensuring your AI queries are grounded in real-world user search behavior.
AI-Generated Query Suggestions
Employ AI algorithms to predict and suggest questions that potential customers might be asking or thinking about when researching products or services within your specific industry, even if those terms aren't top search hits yet.
Archetype Analysis
Discover how AI perceives your brand. Querie multiple LLMs to understand how they interpret your brand's identity, values, personality, and overall positioning based on their vast training data.
Data Visualization
View collected data through intuitive tables and graphical charts. Visualize key metrics such as your brand's Share of Voice (SOV) within LLM responses, its positioning or ranking in relevant answers, and the overall sentiment.
Prompt & Response Logs
Access a complete record of every query submitted, showing the exact prompt used and the full, verbatim response received from each LLM engine.
Sentiment Tagging
Get results with automatic tags indicating the sentiment (positive, negative, neutral) and specific emotions (e.g. trust, confusion, satisfaction, fear) detected in LLM responses about your brand.
Continuous Brand Monitoring
Schedule regular, automated queries to selected LLMs about your brand, competitors, or key topics. Track shifts in sentiment or positioning.
Reports
We provide comprehensive reports analyzing your brand's presence and performance in both LLMs (tracking mentions, position, SOV, and sentiment) and traditional search (branded queries, domain authority, social listening). All data is benchmarked against competitors. Reports include recommendations for LLM visibility, and we offer content/off-site strategy services to enhance brand presence in sources important to LLMs.
View sample report
NEWS
Stay AI-Aware
Invest in the Future
Sorikko is redefining brand intelligence in the age of AI.
Download our pitch deck to see our vision and your opportunity.
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