Monroya: AI Visibility for B2B Marketing Teams

Research Context and Background

Monroya is a platform designed to help B2B marketing teams ensure their brand appears in AI-generated answers. As buyers increasingly use AI assistants like ChatGPT, Claude, Gemini, and Perplexity to research solutions, companies that are not mentioned in these responses risk becoming invisible to decision-makers. Monroya tracks when major AI models mention a company in the questions buyers actually ask. It scores visibility across three stages of the buyer journey: Discovery, Evaluation, and Decision. The tool then provides ranked next steps with ready-to-use drafts to help teams execute changes quickly.

Benefits

Monroya offers several key advantages over traditional monitoring tools. It transforms AI monitoring into actionable steps by providing a prioritized queue of opportunities ranked by citation impact. Unlike generic advice to simply create content, Monroya provides specific content drafts that are already written and sourced. The platform identifies the exact page on a website that needs updating and includes a verification step to confirm if changes improved visibility. All generated drafts are fact-screened to prevent hallucinations, ensuring statistics are current and verifiable. The tool also optimizes prompts automatically to generate richer variants that are more likely to earn citations.

Use Cases

Monroya is built for B2B marketing teams at growth-stage companies. It is ideal for Series A SaaS companies where competitors are already appearing in AI responses and the company needs to close the gap. It helps category challengers face an incumbent that owns the AI answer for their category by identifying the specific prompts needed to win first. Demand generation teams can also use the platform to treat AI search as the new top of the funnel without adding headcount. The tool scans ChatGPT, Claude, Gemini, and Perplexity on a scheduled basis to provide a reliable view of a brand's presence across the AI ecosystem.

Pricing

Monroya offers a 7-day free trial with no credit card required. The platform features two plans. The Growth plan covers briefings, opportunities, drafts, and the buyer journey view. The Intelligence plan adds page-level citation data and full site audits. Both plans allow users to cancel at any time from the Settings menu.

Vibes

The platform addresses the common issue of AI hallucinations by ensuring all generated drafts are fact-screened. Statistics are pulled at the moment of drafting to ensure they are current and verifiable rather than relying on stale training sets. The tool optimizes underperforming prompts to generate richer variants that earn citations. Recent research highlights that companies using structured FAQ schema see a 2.7 times increase in AI citations. Additionally, 76 percent of top-cited pages were updated in the last 30 days, emphasizing the need for current information. Forty percent of LLM citations in B2B answers come from Reddit, indicating that community discussions heavily influence AI training data. Forty-four percent of citations originate from the first 30 percent of a page's text, suggesting that top-of-page content is critical for AI visibility.

Additional Information

Onboarding takes only two minutes. Users input their company name, select top competitors, and define the specific buyer questions they want to track. Once configured, the first scan runs automatically. The platform utilizes multi-run aggregation to ensure that the data reflects signal rather than noise, providing a reliable view of a brand's presence across the AI ecosystem.