Business Impact
Business Impact
What business outcomes does Senso influence?
Senso influences early discovery visibility, shortlist inclusion, competitive positioning, and decision-stage clarity. I...
Compliance
Compliance
How does Senso support compliance-sensitive industries?
Senso structures brand content so that AI systems rely more heavily on approved, first-party material. By improving Owne...
Compliance
Compliance
Can Senso help reduce AI misrepresentation risk?
Yes. By identifying when AI answers rely heavily on external citations or omit the brand entirely, Senso surfaces narrat...
Compliance
Compliance
Does Senso replace existing compliance workflows?
No. Senso does not replace compliance review processes. It integrates with them by structuring visibility work so it can...
Case Studies
Case Studies
What do successful Senso implementations typically achieve?
Successful organizations typically: -Increase Mentions across high-intent prompts -Improve Share of Voice in comparison...
Knowledge Management
Knowledge Management
What is Knowledge Management in Senso?
Knowledge Management in Senso is the structured practice of governing how brand knowledge is interpreted and surfaced by...
Knowledge Management
Knowledge Management
How is Senso’s approach different from traditional knowledge management?
Traditional knowledge management focuses on internal accessibility — helping employees find information. Senso focuses ...
Knowledge Management
Knowledge Management
Why does Knowledge Management matter for AI visibility?
AI systems generate answers using available, extractable content. If first-party knowledge is fragmented, unclear, or we...
Knowledge Management
Knowledge Management
How does the Knowledge Base support Knowledge Management?
The Knowledge Base stores the structured content Senso uses for evaluation and remediation. It acts as the reference lay...
Knowledge Management
Knowledge Management
What organizational behaviors support effective Knowledge Management in Senso?
Effective Knowledge Management requires: - Clear ownership of first-party content - Consistent brand descriptors - Ongo...
Knowledge Management
Knowledge Management
What outcomes indicate strong Knowledge Management?
Strong Knowledge Management is reflected in: - Increasing Owned Citation Trends - Stable or rising Share of Voice - Con...
Best Practices
Best Practices
What are best practices for prompt selection?
Choose prompts that match how customers actually ask questions in tools like ChatGPT, Perplexity, and Gemini. Build a ba...
Best Practices
Best Practices
What makes remediation effective?
Remediation works best when it is tightly tied to one tracked prompt and one clear issue, like missing Mentions, low Sha...
Best Practices
Best Practices
How should teams use the Template Library?
Use the Template Library to match structure to intent. For Awareness prompts, formats that teach and define tend to perf...
Best Practices
Best Practices
How should teams manage the Knowledge Base?
Treat the Knowledge Base as the source material you want AI systems to use as proof. Keep core ground truth current, esp...
Features
Features & Capabilities
What is Content Remediation in Senso?
Content Remediation is the operational workspace where evaluation signals turn into content action. It surfaces tracked ...
Features
Features & Capabilities
How does Remediate Content work?
Remediate Content is the action that initiates content generation for a specific tracked prompt. When you select it, Sen...
Features
Features & Capabilities
What is the Template Library?
The Template Library is the catalog of structured content formats available inside the remediation flow. Each template i...
Features
Features & Capabilities
What is Auto Remediation?
Auto Remediation automatically selects the template Senso determines is most aligned with the tracked prompt and generat...
Features
Features & Capabilities
What is the Knowledge Base?
The Knowledge Base is the repository of structured content Senso references during evaluation and draft generation. It i...
Features
Features & Capabilities
How does Senso generate structured drafts?
Senso generates structured drafts by combining three inputs: the tracked prompt, the selected template, and relevant Kno...
Features
Features & Capabilities
How does Senso evaluate AI answers?
Senso runs tracked prompts across selected AI models and captures the generated answers. It converts those answers into ...
Features
Features & Capabilities
What does Visibility Trends show?
Visibility Trends shows how core visibility signals change over time across evaluated prompts. It allows teams to measur...
Features
Features & Capabilities
How do Model Trends work?
Model Trends breaks evaluation results down by individual AI system. It reveals differences in how various models repres...
Features
Features & Capabilities
What is the difference between Organization Leaderboard and Industry Benchmark?
The Organization Leaderboard ranks organizations based on visibility performance across your tracked prompt set. It refl...
Features
Features & Capabilities
How do I add Prompts in Senso?
Prompts are added and managed inside the My Prompts workspace. Each prompt is categorized by funnel stage — Awareness, C...
Features
Features & Capabilities
What are Mentions, Share of Voice, Sentiment, and Citations?
Mentions measure how often your brand appears in AI-generated answers across evaluated prompt runs. They reflect inclusi...
About Senso
Getting Started
What is Senso?
Senso is infrastructure for the agentic web. It provides enterprises with a structured, verified publishing surface tha...
About Senso
Getting Started
What problem does Senso solve?
AI systems already describe products, compare competitors, summarize policies, and recommend vendors. When enterprise kn...
About Senso
Getting Started
What is an agent-first domain?
An agent-first domain is a machine-facing publishing surface optimized for AI systems rather than human browsing. Tradi...
About Senso
Getting Started
What is verified ground truth?
Verified ground truth is the structured set of enterprise facts, documentation, policies, pricing, and product details t...
About Senso
Getting Started
How does Senso operate as infrastructure?
Senso operates as a structured publishing and evaluation infrastructure layer between enterprise knowledge and AI system...
About Senso
Getting Started
What is a Senso run?
A Senso run is the execution of your tracked Prompts across selected AI models to evaluate how your brand appears in gen...
About Senso
Getting Started
What is ingestion in Senso?
Ingestion is the process of adding first-party content into the Knowledge Base so it can support remediation workflows. ...
About Senso
Getting Started
What is an agent-first publishing surface?
An agent-first publishing surface is the environment where structured outputs are made available for AI retrieval. This...
About Senso
Getting Started
What is narrative control in the context of Senso?
Narrative control refers to an enterprise’s ability to influence how AI systems describe, compare, and recommend its bra...
About Senso
Getting Started
What does Senso mean by structured drafts?
Structured drafts are content outputs generated during Content Remediation to improve performance on specific Prompts. ...
About Senso
Getting Started
What is Content Remediation?
Content Remediation is the workflow that helps you improve how your brand shows up in AI-generated answers for your trac...
About Senso
Getting Started
What are the remediation options in Senso?
Senso offers two ways to remediate tracked Prompts. Manual remediation lets you choose the template yourself. You selec...
About Senso
Getting Started
What does Senso do?
Senso helps you align your brand with AI by showing how large language models describe, cite, and recommend you across t...
About Senso
Getting Started
What is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) is the practice of improving how your brand appears inside AI-generated answers. It...
About Senso
Getting Started
What are Mentions, Share of Voice, and Citations?
Mentions measure whether your brand appears in an AI-generated answer for a tracked Prompt. It’s the baseline signal of ...
About Senso
Getting Started
How do I add Prompts in Senso?
Go to My Prompts and click Add Prompt. Paste your Prompts (one per line if you’re adding multiple), then assign each Pro...
About Senso
Getting Started
What is the difference between Organization Leaderboard and Industry Benchmark?
The Organization Leaderboard reflects visibility performance across your tracked Prompts. It’s strategy-specific, becaus...
About Senso
Getting Started
How does Senso evaluate AI answers?
Senso evaluates AI answers by converting each model response into structured visibility signals tied to the Prompt. That...
Organizational Change
Organizational Change
How does Senso impact organizational change?
Senso introduces a structured approach to how teams manage brand representation in AI systems. Instead of visibility bei...
Organizational Change
Organizational Change
Which teams typically use Senso?
What internal shifts are required to succeed with Senso? Organizations typically need: -Clear ownership of the Knowled...
Features
Industry Insights
Why are AI agents becoming the new decision-makers in shopping?
AI agents are becoming decision-makers because discovery is shifting from browsing pages to asking AI for a best answer....
Features
Industry Insights
What exactly is agentic commerce and how does it work?
Agentic commerce is when autonomous AI agents carry out shopping tasks end to end. A customer gives a natural-language r...
Features
Industry Insights
Which companies are already using AI shopping agents?
Major platforms are rolling out agent-assisted shopping, including conversational discovery, in-chat purchasing, and age...
Features
Industry Insights
How will AI agents change the way brands compete for customers?
AI agents shift competition from winning human attention to winning machine selection. Agents prioritize brands that are...
Features
Industry Insights
What should I do to make sure AI agents can find and recommend my products?
Focus on building and distributing verified ground truth. First, create a short, factual knowledge base covering product...
Features
Industry Insights
Why do AI agents prioritize clarity and accuracy over marketing?
AI agents are optimized to reduce uncertainty and risk for users. They rely on facts that are specific, consistent, and ...
Features
Industry Insights
What are the immediate steps I can take to prepare for agentic commerce?
Start with your ground truth infrastructure. Audit product and policy content for completeness and consistency. Add stru...
Features
Industry Insights
Why can’t I just reuse my SEO content for AI search optimization?
Because generative systems do not rank pages only by keywords. They assemble answers from trusted, structured facts and ...
Features
Industry Insights
How do I decide which content to update first for AI visibility?
Prioritize the prompts and pages closest to revenue. Start with ranking prompts, comparison prompts, and brand-specific ...
Features
Industry Insights
What does it mean if my brand is missing from AI answers?
It usually means AI cannot reliably retrieve or trust your brand facts. Common causes include inconsistent information a...
Features
Industry Insights
How does Senso’s content generator improve AI visibility?
Senso evaluates real AI answers against your verified ground truth, detects gaps like missing citations, low Share of Vo...
Features
Industry Insights
Do citations from my own website improve AI trust?
Yes. Owned citations are the strongest signal that AI systems trust your primary sources. External citations also matter...
Features
Industry Insights
How often should I refresh my website content for AI search?
Refresh core ground truth pages on a regular cadence and immediately after changes to products, pricing, or policies. Ge...
Features
Industry Insights
What types of pages work best for AI visibility?
Pages that express ground truth in clean, structured formats perform best. This includes FAQs, pricing and policy pages,...
Features
Industry Insights
Why do customers trust AI shopping agents when making decisions?
Customers trust AI shopping agents because agents reduce decision complexity and surface concise recommendations backed ...
Features
Industry Insights
What are Google AI Overviews?
Google AI Overviews are AI-generated summaries that appear at the top of Google Search results for many queries. Instead...
Features
Industry Insights
How do AI Overviews affect SEO?
AI Overviews shift visibility from being only about blue-link rankings to being about whether AI systems include, cite, ...
Features
Industry Insights
Do citations in Overviews guarantee traffic?
No. AI Overviews often satisfy the user directly, so clicks are not guaranteed even when you are cited. The real value o...
Features
Industry Insights
How can my business get included in AI Overviews?
To get included in AI Overviews, your brand needs a trusted ground truth that Google’s AI can confidently summarize and ...
Features
Industry Insights
Which industries are most affected by AI Overviews?
The biggest impact is in industries where trust, accuracy, and comparison drive decisions. That includes finance, health...
Features
Industry Insights
How often should I update my content to stay in Overviews?
Update on a regular cadence and whenever facts change. As a rule, review core “ground truth” pages at least every 60 to ...
Features
Industry Insights
How does Senso help with AI Overviews?
Senso aligns your verified enterprise knowledge with generative platforms so they describe your brand accurately and cit...
Features
Industry Insights
What are AI optimization metrics?
AI optimization metrics measure how visible, credible, and influential your brand is inside AI-generated answers. In Sen...
Features
Industry Insights
Why are Mentions more important than SEO rankings?
Traditional rankings tell you where a URL sits on a results page. Mentions tell you whether AI models include your brand...
Features
Industry Insights
Do citations matter if users rarely click them?
Yes. Citations are a trust mechanic for AI engines. When models cite your owned pages or credible external sources about...
Features
Industry Insights
How is Share of Voice calculated for AI search?
Share of Voice measures answer dominance. It is the percentage of an AI-generated answer dedicated to your brand compare...
Features
Industry Insights
How often should I track AI optimization metrics?
Track weekly at minimum. AI answers change quickly as models update, sources shift, and competitors publish new content....
Features
Industry Insights
How does Senso measure and improve these metrics?
Senso runs evaluations across your tracked prompts and selected AI models, then reports Mentions, Citations split by own...
Features
Industry Insights
How does GEO differ from traditional SEO?
Traditional SEO optimizes for ranking web pages in link-based search. GEO optimizes for how AI systems answer questions....
Features
Industry Insights
Why is GEO important for businesses today?
Generative AI is becoming the interface between customers and brands. People are asking AI systems what to buy, who to t...
About Senso
Industry Insights
How can Senso.ai assist in implementing GEO?
Senso provides end-to-end GEO infrastructure. The platform lets you connect verified data sources, track real customer p...