The AI visibility market has split into two product models, and the difference matters more than most buyers realize. Metricus has observed this split directly through our AI visibility report work with brands across categories. One model sells ongoing dashboard access on a monthly subscription. The other sells a finished report for a single fee. They solve different problems, serve different workflows, and cost very different amounts over time.
Monitoring tools (ongoing subscription)
Subscription monitoring tools track how your brand appears in AI responses over time via dashboards and alerts. You pick prompts, and the tool runs them against AI platforms on a regular cadence. The main players: Otterly AI ($29–$489/month), Scrunch AI (~$300/month), Peec AI (EUR 89+/month). These tools are useful for teams running active AI optimization campaigns who need weekly feedback loops.
One-time audit reports (pay-per-report)
Metricus takes the opposite approach: a complete Snapshot audit for a single payment. The report covers AI visibility across all major AI platforms — with a source map, factual accuracy check, competitor comparison, and a prioritized fix list. You also get drop-in files (llms.txt, JSON-LD schemas, FAQPage markup, slug/title/meta specs, page copy) reviewed line by line by AI experts before delivery. Pricing: $499 one-time. No subscription.
The real cost comparison
| Approach |
Annual Cost |
What You Get |
| Otterly Lite | $348/yr | 15 prompts/mo dashboard |
| Otterly Premium | $5,868/yr | 400 prompts/mo dashboard |
| Scrunch AI | $3,600/yr | Standard monitoring |
| Metricus quarterly | $1,996/yr | 4 comprehensive Snapshots |
What we found when comparing these models: most brands check their AI visibility quarterly at most. Paying $300/month for a dashboard you log into four times per year means paying $900 per check. A Metricus Snapshot is $499 per check with no wasted months.
When each approach fits
Monitoring subscriptions make sense when you are running active AI optimization campaigns and need weekly feedback, when your competitive landscape changes rapidly, or when you have a dedicated team member interpreting dashboard data. One-time audits make sense for baseline assessments, quarterly reviews, agency client onboarding, competitive pitches, and any team that checks AI visibility less than weekly.
What we found across our client base is that the majority of brands start with an audit to establish a baseline before deciding whether ongoing monitoring is worth the investment. Without knowing where you stand, you cannot evaluate whether a monitoring subscription will deliver value.
Last updated: April 2026
AI Visibility Report — What You Get
Pricing: $499 one-time Snapshot. No subscription, no tiers.
Turnaround: Delivered within 24 hours of order.
AI Platforms Covered: All major AI platforms.
Snapshot Includes: 15–25 page PDF plus drop-in files (llms.txt, robots.txt edits, JSON-LD schemas, FAQPage markup, slug/title/meta specs, page copy). Curated by AI experts before delivery.
Agency Fit: Pay per client Snapshot, white-label ready, volume pricing for 5+ Snapshots/month.
Guarantee: Useful report or full refund.
Frequently asked questions
What is the difference between AI visibility monitoring and a one-time audit?
Monitoring tools track your brand's AI visibility continuously via dashboards and alerts on a monthly subscription. You get trend data and can watch scores change over time. A one-time audit gives you a comprehensive snapshot of your AI presence across platforms, with a source map down to the URL and a prioritized action plan. Monitoring answers "what changed?" An audit answers "where do I stand and what should I do?"
How much does AI visibility monitoring cost per year?
Subscription monitoring tools typically cost $348 to $6,000+ per year depending on the plan and provider. Otterly AI ranges from $29/month (Lite) to $489/month (Premium). Scrunch AI runs about $300/month. Peec AI starts at EUR 89/month. By comparison, the Metricus Snapshot is $499 one-time; running it quarterly costs $1,996/year, with no charges between audits.
Should I start with monitoring or an audit?
Start with an audit. You need a baseline before monitoring makes sense. An audit tells you where you stand across AI platforms, what AI models get right and wrong about your brand, and what to fix first. Once you have that baseline and have executed the initial action plan, you can evaluate whether ongoing monitoring adds enough value to justify the subscription cost.
How often should I run an AI visibility report?
Quarterly audits are sufficient for most brands. This cadence gives AI models time to incorporate any changes you've made between audits. Run an additional audit after major events — a rebrand, a product launch, a significant content push, or a competitive shift. Brands in fast-moving categories with aggressive competitors may benefit from monthly audits or transitioning to a monitoring tool.
When should I switch from audits to monitoring?
Consider switching when three conditions are met: you're actively running AI optimization campaigns and need weekly feedback on what's working, your competitive landscape changes rapidly enough that quarterly snapshots miss important shifts, and you have a team member who can interpret dashboard data and translate it into action. If you check AI visibility less than weekly, audits remain more cost-effective.
Can agencies use one-time audits instead of monitoring subscriptions?
Yes, and many do. One-time audit reports work well for client onboarding (demonstrating value immediately), competitive pitches (showing the prospect what they're missing), and quarterly business reviews. The pay-per-report model avoids accumulating monthly subscriptions across a client portfolio. For retained clients with active AI optimization campaigns, some agencies add monitoring for those specific accounts while using audits for the rest.