How quickly will I see results?

Schema updates and page improvements show in scans within 2–5 days. New blog posts take a median of 6.8 days for first citation. Original research compounds for months. Monroya shows the expected timeline for every opportunity before you act on it so you know exactly what to expect.

Does this work for my category?

Monroya works for any company where buyers research options using AI tools before making a decision. It's particularly effective in competitive categories where multiple vendors are already appearing in AI responses — the bigger the competitive gap, the more immediate the opportunity.

What if competitors are already dominant in AI responses?

That's when Monroya is most valuable. Competitor dominance shows exactly where the gaps are and which specific queries you're missing from. The buyer journey matrix maps every stage where competitors outperform you — each gap is a prioritized opportunity with a draft ready to act on.

How is this different from SEO tools?

Traditional SEO tools measure Google rankings. Monroya measures AI visibility, which is a different signal tracked differently. Overlap between Google's top results and AI-cited sources has dropped from 70% to below 20%. You can rank #1 on Google and be invisible to ChatGPT. Monroya sits alongside your SEO stack, not instead of it.

What does “draft already written” mean?

Every opportunity in your queue has a Draft button. Click it and receive a complete, publication-ready piece of content — blog post, comparison page, FAQ section, Reddit reply, schema update, source pitch — written in your brand voice, calibrated to the buyer stage, with JSON-LD schema included. Not a template. A finished first draft.

What happens during the 7-day trial?

You get access to every Intelligence feature, with usage capped for the trial: 2 manual rescans and 10 drafts. Your first scan runs automatically when onboarding completes — no setup. By the end of day one you'll have your buyer journey matrix, top opportunities ranked by impact, and at least one draft to review. No credit card required to start; upgrade any time to lift the caps to 8/50 (Growth) or 30/150 (Intelligence).

How many prompts should I track?

Start with 8–12 prompts — a mix of discovery stage questions your buyers ask when they first realize they have a problem, evaluation stage questions where they compare options, and decision stage questions about pricing, reviews, and risk. Monroya suggests prompts automatically during onboarding based on your category and competitors.

Can my whole marketing team use this?

The Growth and Intelligence plans are per-account, not per-seat — your whole team accesses the same briefing, opportunity queue, and drafts. Share the Executive Briefing with your CEO using the “Share briefing” button without giving them app access.

FAQ

Frequently asked questions.

Timing, fit, how Monroya compares to SEO and monitoring tools, what a draft actually contains, and what's in the trial.

Updated: July 2026

Eight answers covering the questions buyers most often ask before starting a trial — how fast results show up, how Monroya differs from SEO and monitoring tools, what a “drafted” opportunity actually contains, and how prompts and seats work.

All questions

How quickly will I see results?: Schema updates and page improvements show in scans within 2–5 days. New blog posts take a median of 6.8 days for first citation. Original research compounds for months. Monroya shows the expected timeline for every opportunity before you act on it so you know exactly what to expect.
Does this work for my category?: Monroya works for any company where buyers research options using AI tools before making a decision. It's particularly effective in competitive categories where multiple vendors are already appearing in AI responses — the bigger the competitive gap, the more immediate the opportunity.
What if competitors are already dominant in AI responses?: That's when Monroya is most valuable. Competitor dominance shows exactly where the gaps are and which specific queries you're missing from. The buyer journey matrix maps every stage where competitors outperform you — each gap is a prioritized opportunity with a draft ready to act on.
How is this different from SEO tools?: Traditional SEO tools measure Google rankings. Monroya measures AI visibility, which is a different signal tracked differently. Overlap between Google's top results and AI-cited sources has dropped from 70% to below 20%. You can rank #1 on Google and be invisible to ChatGPT. Monroya sits alongside your SEO stack, not instead of it.
What does “draft already written” mean?: Every opportunity in your queue has a Draft button. Click it and receive a complete, publication-ready piece of content — blog post, comparison page, FAQ section, Reddit reply, schema update, source pitch — written in your brand voice, calibrated to the buyer stage, with JSON-LD schema included. Not a template. A finished first draft.
What happens during the 7-day trial?: You get access to every Intelligence feature, with usage capped for the trial: 2 manual rescans and 10 drafts. Your first scan runs automatically when onboarding completes — no setup. By the end of day one you'll have your buyer journey matrix, top opportunities ranked by impact, and at least one draft to review. No credit card required to start; upgrade any time to lift the caps to 8/50 (Growth) or 30/150 (Intelligence).
How many prompts should I track?: Start with 8–12 prompts — a mix of discovery stage questions your buyers ask when they first realize they have a problem, evaluation stage questions where they compare options, and decision stage questions about pricing, reviews, and risk. Monroya suggests prompts automatically during onboarding based on your category and competitors.
Can my whole marketing team use this?: The Growth and Intelligence plans are per-account, not per-seat — your whole team accesses the same briefing, opportunity queue, and drafts. Share the Executive Briefing with your CEO using the “Share briefing” button without giving them app access.

All questions

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