AI Visibility: own your presence in AI answers

SEO analytics track your position in traditional search results — rankings, clicks, and impressions. AI Visibility tracks whether AI assistants like ChatGPT, Perplexity, Claude, and Gemini mention your brand when users ask questions. These are fundamentally different discovery channels. A page can rank #1 on Google but never be cited by an AI assistant, and vice versa. LinkLoom tracks both.

The Analytics feature gives you per-article citation counts as part of a broader content performance dashboard. AI Visibility is a dedicated monitoring and improvement system: it tracks mention rates across hundreds of prompts, calculates citation share vs competitors by engine, identifies prompt gaps, scores your overall AI presence, and generates a prioritized action plan. Think of Analytics as "how is my content doing?" and AI Visibility as "how visible is my brand to AI assistants and what do I do about it?"

We currently track ChatGPT (including browsing and Search modes), Perplexity, Claude (with web search), and Google Gemini. Grok and Microsoft Copilot tracking are on the roadmap. Each engine is queried independently because they cite different sources and weight different signals.

On Business plans, tracked prompts are queried daily. On Business+ plans, high-priority prompts are queried hourly. You can also trigger an on-demand scan for any prompt at any time to get an immediate reading.

Yes. You start with LinkLoom's suggested prompts based on your industry and keywords, then add, remove, or modify prompts as you like. Most users track 50–200 prompts across their key topic areas.

LinkLoom uses a multi-pass detection system: exact domain match, brand name recognition, and semantic attribution (where an AI describes your product without naming it). Each mention is classified as direct citation, indirect reference, or competitor mention, with confidence scores shown in the dashboard.

It is a composite of four weighted factors: citation frequency (how often you are mentioned), response accuracy (whether AI engines describe you correctly), brand sentiment (positive vs negative framing), and competitive position (your share vs competitors). Each factor is scored 0–100, and the composite weights are adjustable based on your priorities.

The Action Plan engine analyzes your score breakdown and generates prioritized tasks with estimated point impact. Common actions include updating outdated pages that AI engines cite incorrectly, adding structured data to improve citation likelihood, creating content that fills prompt gaps where competitors appear but you don't, and publishing comparison pages to improve competitive position. Each action shows expected impact so you can prioritize by ROI.