Comparer Agent
The Comparer Agent is a Genezio Agent type used to evaluate how AI systems compare multiple brands in the same conversation.
It is designed for competitive positioning analysis.
How It Works
For a Comparer Agent topic:
- you select the exact competitors you want to be compared against (at the topic level)
- the scenario names your brand and those competitors
- Genezio runs a multi-step comparison conversation
- prompts ask for differences, tradeoffs, and best-fit recommendations
Selecting competitors per topic ensures that auto-generated Comparer scenarios target the brands that actually matter for that subject area, rather than any competitor that happens to surface in AI answers.
Example scenario:
Alex is evaluating HubSpot and Pipedrive for his sales team of five. He needs a CRM that is easy to onboard, has good reporting, and works well with their existing email workflow. He wants to understand the key differences before making a decision.From this scenario, Genezio generates conversational messages such as:
User query: I'm comparing HubSpot and Pipedrive for a sales team of five. What are the main differences between the two?
User query: Which one is easier to onboard for a small team with no CRM experience?
User query: How do they compare on reporting and email integration?
Typical Use Cases
Comparer Agent conversations help teams understand:
- which competitor is favored in side-by-side comparisons
- how AI systems frame strengths and weaknesses per brand
- what objections or limitations are repeatedly mentioned
What You Can Learn from Comparer
Using Comparer, you can:
- See how answer engines frame your brand against specific competitors
- Compare recommendation and visibility rates side by side
- Identify the strengths and weaknesses AI associates with each brand
- Generate SWOT-style insights to guide your competitive content strategy
Genezio automatically extracts a SWOT analysis from every Comparer conversation and displays it inline in the conversation drawer. The same SWOT is aggregated at the scenario and topic level, and an overall SWOT Comparison view is available from the menu under Competitors -> SWOT, showing SWOTs for your brand and all tracked competitors side by side. See Insights -> SWOT Analysis for the full breakdown.
The result is a clear view of where you're winning, where you're losing, and what narratives are driving the difference.
KPI Impact
Comparer Agent conversations do not count toward AI Recommendations or AI Visibility. Because the brand names appear in the prompt, including them would distort the metrics.
Instead, the Comparer is a competitive analysis tool. It consumes the brand-level KPIs that Genezio has already calculated from Prompter and Recommender conversations, and uses them alongside head-to-head AI conversations to show how your brand stacks up against specific competitors.