Competitor Detection

nonBot AI automatically identifies competitors mentioned alongside your brand in AI responses. This competitive intelligence helps you understand your market positioning and identify threats and opportunities.

How Detection Works

When AI providers respond to prompts, they often mention multiple brands or vendors—for example, "For project management, consider Asana, Monday.com, or Trello" or "Top CRM options include Salesforce, HubSpot, and Pipedrive." nonBot AI extracts all vendor names from responses and tracks their frequency of mention, position in recommendation lists, and co-occurrence with your brand.

Your brand and configured aliases are automatically excluded from the competitor list, ensuring you see only true competitors rather than variations of your own name.

Competitor Metrics

For each detected competitor, nonBot AI calculates several metrics. Mention rate shows how often the competitor appears across all prompts as a percentage. Share of voice represents the competitor's share of total vendor mentions, indicating relative market share in AI responses. Top-3 presence measures how often they appear in the top 3 positions. Average position shows their typical ranking, with lower numbers indicating better positioning. The AI Visibility Index provides a composite score from 0-100 using the same formula applied to your brand, enabling direct comparison.

Viewing Competitor Data

The Competitors tab displays a list of detected competitors sorted by mention rate along with key metrics for each competitor and your brand's metrics for comparison. The competitor table provides detailed breakdown including competitor name, appearance count, mention rate percentage, share of voice percentage, top-3 presence percentage, average position, and AI Visibility Index.

Interpreting Results

Market leaders show high mention rates and strong positions—they dominate AI recommendations. Study what makes them visible and identify differentiation opportunities. Rising competitors with improving metrics over time may be investing in AI optimization; watch for emerging threats and consider competitive responses. Niche competitors appearing in specific prompt types may dominate certain use cases; identify their positioning strategy and find gaps they don't fill.

Compare your own metrics to competitors to understand whether you're mentioned more or less often, whether your position is better or worse, and how your share of voice compares.

Competitor Insights

Use competitor data to inform your strategy. If competitors rank higher, analyze what content they have that you lack, check if they're cited in AI responses, and create content addressing the same topics. If competitors have weaknesses, emphasize your strengths in those areas, create fair and accurate comparison content, and target prompts where they underperform. If new competitors emerge, monitor for market changes, adjust your tracking prompts, and stay informed about new entrants.

Limitations

Competitor detection only identifies competitors mentioned in your tracked prompts, so it may miss competitors in untested query categories. Brand name variations may cause split counting, and AI response variation affects consistency. Expand your prompt set to discover more competitors.

Next Steps

Monitor competitor changes over time with Tracking Over Time, or find sources to outrank competitors with Citation Targets.