An indirect competitor serves the same underlying need in a different way or from a different category. In AI visibility work, indirect competitors can still take answer share for broad intent queries in competitive analysis.
The risk is that the engine may treat adjacent solutions as good enough alternatives. If the content only talks about category labels, that overlap can become more visible.
For example, Ajey may find that a running app, a fitness store, or a lifestyle brand competes indirectly with AwesomeShoes Co. because all of them speak to the same buyer need in a broader sense.
Why this matters
- Broad queries can pull in adjacent categories.
- The engine may treat different solution types as alternatives.
- The buyer may compare more than the obvious direct competitors.
What to watch
- Adjacent categories.
- Solution substitutes.
- Content that answers the same need from a different angle.
For AEO Agencies and Marketing Professionals
Use indirect competitor analysis when the client keeps losing broad-intent queries to nearby categories. The fix is often not a better product comparison. It is a clearer page that explains the underlying need and why the brand solves it better.
For AEO
Do not ignore adjacent categories that the engine may treat as relevant alternatives. Indirect competition often shows up in broad intent queries and search intent overlap.
Indirect-competitor workflow
- Map core user needs behind target query clusters.
- Identify adjacent solution categories satisfying those needs.
- Compare messaging overlap and evidence quality by category.
- Build pages that explain why your solution is a better fit.
- Track answer-share shifts across broad-intent prompts.
This turns indirect competition into a measurable strategy surface.
Common pitfalls
- Comparing only direct competitors in audits.
- Using category labels instead of need-level differentiation.
- Ignoring substitute narratives in user language.
- Treating broad-intent losses as random volatility.
Quality checks
- Are indirect categories mapped to high-value query intents?
- Do pages clearly distinguish solution fit and constraints?
- Is evidence stronger than adjacent-category alternatives?
- Do edits reduce broad-intent answer-share leakage?
Indirect competitor analysis works best when underlying need clarity drives page strategy and complements direct competitor analysis.
