Pick competitors buyers actually compare
AI answers often build shortlists. Your competitor set should include the brands a buyer is likely to see in recommendations, comparisons, and alternative prompts.
- Add direct competitors first.
- Include known alternatives that sales or customers mention.
- Add category leaders even when they are not perfect substitutes.
- Review emerging brands that appear in AI answers unexpectedly.
Use a stable set for trend reporting
Changing the competitor list too often makes share-of-voice trends hard to read. Keep the core competitor set stable, then add temporary research competitors when a campaign, market, or category shift requires it.
Review competitor language
Do not track competitor mentions only as counts. Read how each brand is described. Repeated language around price, trust, ease of use, enterprise fit, integrations, or support can explain why one competitor wins a prompt group.