Competitor Trends

The competitor trends section tracks how your competitors' visibility in AI responses changes over time. Understanding competitive dynamics is essential for GEO because AI visibility is a relative game -- when a competitor gains prominence, it can directly reduce your own visibility.

Competitor mention rates over time

For each competitor configured in your project, the trends dashboard tracks their entity mention rate across runs. This creates a historical timeline of competitor visibility that you can compare against your own metrics.

What is tracked

• Competitor entity mention rate -- the percentage of AI responses that mention the competitor by name, calculated across the same set of prompts used for your own analysis.
• Historical data points -- every completed run produces a competitor mention rate data point, allowing you to see long-term trends.

How competitor metrics are calculated

Competitor metrics use the same responses that power your own visibility metrics. When an AI provider responds to a prompt, the response is analyzed not only for your brand mentions but also for every competitor configured in your project. This means competitor and your own metrics are measured under identical conditions -- same prompts, same providers, same time window.

Competitor shifts

The competitor shifts section in the trends dashboard shows how each competitor's visibility changed between the latest run and the previous run:

Shift data structure

For each competitor, you see:

• Competitor name -- the entity name as configured in your project.
• Previous mention rate -- the rate from the comparison run.
• Current mention rate -- the rate from the latest run.
• Delta -- the absolute change in percentage points.
• Direction -- increased, decreased, or unchanged (using the same 0.01 threshold as your own metrics).

Reading the shifts table

A competitor going from 30% to 45% mention rate represents a significant shift. This means AI systems are now referencing this competitor in nearly half of all responses to your prompts -- prompts that are designed around your target topics.

Inverted color coding

The competitor trends section uses inverted color coding compared to your own metrics. This is a deliberate design choice:

• Competitor increase (their mention rate went up) is shown in red -- this is bad for you because it means a competitor is gaining AI visibility on your topics.
• Competitor decrease (their mention rate went down) is shown in green -- this is good for you because a competitor is losing visibility, potentially creating an opportunity.
• Unchanged is shown in gray -- no significant movement.

This inversion keeps the color semantics consistent from your perspective. Red always means something that requires attention, and green always means a positive development for your brand.

Why inverted coding matters

Without inverted coding, you would need to mentally reverse the meaning of every color on the competitor table. In a dashboard where you scan multiple metrics quickly, this cognitive overhead leads to misinterpretation. The inverted scheme lets you scan the entire trends page and immediately understand: green is good, red needs attention.

Citation competition

Beyond entity mentions, competitor trends also reveal citation competition -- situations where competitor domains are cited instead of yours.

How citation competition works

When an AI provider responds to a prompt and cites a source, it is choosing which website to reference as authoritative on that topic. If your competitor's domain is cited while yours is not, this indicates:

• The competitor's content may be perceived as more authoritative or relevant for that query.
• The competitor's SEO position may be stronger (for RAG-based providers like Perplexity).
• The competitor's structured data and entity signals may be stronger (for generative models).

Identifying citation displacement

Compare your website citation rate trends with competitor mention rate trends. If your citation rate is declining while a competitor's mention rate is increasing on the same prompts, you may be experiencing citation displacement -- the AI provider is shifting its preferred source from your domain to a competitor's.

This is one of the most important signals in competitive GEO analysis because it directly maps to lost referral potential.

Using competitor trends for GEO strategy

Competitive intelligence framework

Use competitor trends data to build a structured view of the competitive landscape:

1. Identify your primary AI competitors

Your AI visibility competitors may not be the same as your traditional market competitors. A company that produces excellent educational content on your topic might dominate AI responses without being a direct business competitor. The competitor trends data reveals who actually competes with you for AI attention.

2. Track competitive trajectories

Plot competitor movement directions over multiple runs:

A competitor with an accelerating trajectory (Competitor C) demands immediate strategic attention.

3. Correlate with your own losses

When you see prompt losses in Prompt Movements, check whether a competitor gained on those same topics. If Competitor A's mention rate increased and you lost prompts related to "cloud security," the connection is likely direct -- Competitor A's content is displacing yours in AI responses.

Responding to competitor gains

When a competitor's visibility increases, consider these responses:

Content response

• Audit the competitor's recent content output. Did they publish new, comprehensive guides on topics where you lost visibility?
• Create or improve your own content on those topics, ensuring it is more comprehensive, more current, and better structured.
• Add structured data (FAQ schema, HowTo schema) that helps AI systems extract and attribute your content.

Authority response

• Earn mentions and citations on authoritative third-party sites for the topics where the competitor is gaining.
• Strengthen your entity signals through consistent branding, schema markup, and knowledge graph optimization.
• Build topical authority by creating content clusters around your core subjects.

Technical response

• Verify that AI crawlers can access your content (check robots.txt for GPTBot, ClaudeBot, Google-Extended, PerplexityBot).
• Ensure your llms.txt file is present and accurately points AI systems to your most important content.
• Check that your sitemap includes all relevant pages.

Responding to competitor losses

When a competitor's visibility decreases, treat it as an opportunity:

• Identify the gap -- which prompts or topics did the competitor lose visibility on?
• Move quickly -- if you have relevant content, optimize it for those topics before another competitor fills the void.
• Monitor whether the decline persists -- a single-run dip might be noise, but a sustained decline over 2-3 runs represents a real opportunity.

When to be concerned vs. when to wait

Not every competitor shift requires action:

• Single-run fluctuations of 1-3 percentage points are common and often reverse in the next run. Monitor but do not overreact.
• Sustained trends over 3+ runs in the same direction are meaningful and warrant strategic action.
• Large single-run jumps (10+ percentage points) are unusual and may indicate a major event -- a competitor launched a new content hub, a provider updated its training data, or a technical issue affected your or their accessibility.

Competitive benchmarking

Use competitor trends data to benchmark your GEO performance:

Market share perspective

Calculate your "AI visibility market share" by comparing your entity mention rate against the sum of all tracked entities (you plus all competitors). Track this share over time to see if you are gaining or losing ground in relative terms, even if your absolute metrics are improving.

Provider-specific competitive position

Cross-reference competitor trends with the Provider Comparison data. You might lead on Perplexity but trail on Claude. Understanding your competitive position per provider helps you focus optimization efforts where you have the greatest competitive gap.

Setting competitive targets

Use competitor data to set realistic targets. If the top competitor has a 60% mention rate and you are at 25%, a goal of reaching 40% within three months is ambitious but grounded in actual market data.

Common questions about competitor trends

Can I see which specific prompts my competitors are visible on?

The competitor trends section shows aggregate rates and shifts. To see prompt-level competitor data, use the Diagnosis keyword detail drill-down, which shows which competitors are mentioned for each keyword and prompt. Combining diagnosis data with competitor trends gives you both the macro and micro view.

Why does a competitor's mention rate increase when I did not change anything?

Competitor visibility changes independently of your actions. A competitor may have published new content, earned backlinks, improved their schema markup, or simply benefited from a provider's training data update. The competitor trends data alerts you to these external changes so you can respond strategically rather than being caught off guard.

Should I add all my competitors to the project?

Focus on your 3-5 most relevant competitors. Adding too many competitors creates noise and makes the shifts table harder to scan. Choose competitors that genuinely compete for the same AI visibility on your target topics. You can always adjust the competitor list and re-run your analysis as your competitive landscape evolves.