Competitor visibility tracking means running the same prompt set you use for your own brand monitoring against a list of competitor brands, and recording their appearance rates alongside yours. The result is a comparative view of how you and your competitors are positioned in AI-generated answers.

Why competitor visibility matters

Your Visibility Score in isolation tells you whether your absolute performance is improving. Competitor visibility tracking tells you whether your relative position is improving - which is what matters for market share.

Consider two scenarios:

Scenario A: your Visibility Score improves from 35% to 45% over three months. Looks good.

Scenario B: over the same period, your main competitor improves from 50% to 65%. They grew faster than you did, in the same category, over the same period.

Without competitor data, Scenario A looks like a success. With competitor data, you see that you are actually losing ground relative to the category leader. That changes your strategy.

Setting up competitor tracking

Effective competitor visibility tracking requires:

  1. Choosing the right competitors: track the 3-5 brands that are most directly competitive for your ICP. Tracking too many dilutes the signal; tracking the wrong ones gives misleading comparisons.

  2. Using the same prompt set: you must run the same prompts for your brand and competitors. Different prompt sets produce incomparable data.

  3. Running simultaneously: running your brand’s prompts on Monday and competitors’ on Friday means the results may reflect different model states (models get updated, retrieval results change). Same-batch runs give cleaner comparison data.

  4. Separating by LLM: your competitive position may differ significantly across ChatGPT, Claude, Perplexity, and Gemini. Treat each model’s data as a separate competitive landscape.

The bar chart view

AskRank’s dashboard displays competitor visibility as a bar chart: each bar represents one tracked brand, its height shows the visibility score for the selected time period and LLM. This makes your relative position immediately legible.

You can view this chart:

  • Overall (aggregate across all LLMs)
  • Per LLM (where are you strongest/weakest vs competitors?)
  • Per prompt category (which types of prompts are driving competitor advantages?)

Acting on competitor visibility gaps

When you identify prompts where a competitor has significantly higher visibility than you, the question becomes: why? Common causes:

  • The competitor has more content about the specific use case covered by that prompt
  • The competitor appears more prominently on the review/directory sites AI retrieves from
  • The competitor’s brand has more overall web presence in the context of that question type

Each cause has a different response, from content creation to directory updates to PR outreach.