Buyer Guide · May 2026
What Does AI Visibility Monitoring Cost in 2026?
Prices range from $10/month to $5,000/month. The difference is not just feature count — it is what each tier actually measures, and whether the methodology is designed for how buyers actually use AI.
The AI visibility monitoring market emerged quickly and priced inconsistently. In 2025, there were a handful of tools and no established pricing norms. By May 2026, there are at least 15 commercial tools with prices ranging from $10/month to enterprise contracts above $5,000/month.
That spread reflects genuine differences in what each tier measures — not just feature bloat. A buyer evaluating this category needs to understand what they're actually purchasing at each price point before they can make a sensible comparison.
This guide covers the full market as of May 2026, including where Envoyra fits and what questions to ask before committing to any tool.
How the market segments
The AI visibility monitoring market breaks into four tiers by methodology and price, not just by price alone.
Tier 1: Keyword and prompt trackers — $0 to $79/month
Representative tools: LLMRankings IO ($10/mo), AI Rank Checker ($0.03–0.18/check), LLMRefs ($79/mo), Surfer SEO AI tracker ($79/mo add-on to existing Surfer plan)
These tools submit specific prompts or keywords to one or two AI engines and report whether your brand appeared. They are the most affordable entry point and produce the most straightforward output: a yes/no presence check for each prompt you specify.
The limitation is the methodology. You supply the prompts. The tool reports on the prompts you supplied. That means you're measuring the prompts you think matter — not necessarily the buyer-intent queries your category's buyers are actually using. It also means you're not getting displacement data (who appears when you don't), cross-engine comparison, or any interpretive layer.
Who this is right for: A brand that wants to verify presence for a specific known query, or that is in an extremely early stage of understanding whether AI visibility is a concern.
Who this is wrong for: A brand that wants to understand its competitive position in its category, identify where it's losing recommendations, or track movement over time.
Tier 2: AI mention trackers — $29 to $199/month
Representative tools: Otterly AI ($29/mo for 15 prompts, $189/mo for 100 prompts), Ziptie AI ($69/mo, 500 checks), Peec AI (€89/mo for 25 prompts, €199/mo for 100 prompts), Writesonic ($199/mo)
These tools move beyond keyword tracking to monitor brand mentions across AI responses more broadly. Some include competitor benchmarking. Some include sentiment classification. A few include screenshots of AI responses for verification.
The methodology is still prompt-count focused: you're buying a volume of prompt checks per month and getting mention/no-mention results. Most tools in this tier cover one or two engines. Claude is typically not included. Buyer-intent query design — where prompts are constructed to mirror real purchasing behavior, not brand awareness queries — is generally absent.
Otterly is the most capable tool in this tier: genuinely accessible for smaller budgets, with solid competitor benchmarking and a clean interface. It is the right choice for a brand that wants consistent tracking without committing to enterprise pricing. Its limitation is two-engine coverage, no Claude, and no displacement mapping or interpretive analysis.
Who this is right for: Small teams that want regular tracking of a defined prompt set at accessible pricing.
Who this is wrong for: Brands that need cross-engine analysis, displacement data, or interpretive framing for internal reporting.
Tier 3: Mid-market monitoring platforms — $250 to $400/month
Representative tools: Scrunch AI ($250/mo, 350 custom prompts), AthenaHQ ($295/mo self-serve), Profound ($99/mo ChatGPT only, $399/mo for three engines: ChatGPT, Perplexity, AI Overviews), SE Ranking with AI add-on ($52/mo core + $71–276/mo add-on)
This tier is where methodology becomes more serious. Scrunch and AthenaHQ include actionable recommendations alongside measurement. Profound offers the clearest mid-market proposition for multi-engine coverage: $399/month gets you ChatGPT, Perplexity, and Google AI Overviews with longitudinal tracking.
What's notable about this tier: Claude is still not included. Profound at $399/month — the most capable self-serve option in this tier — explicitly excludes Claude from its three-engine package. If your category shows meaningful divergence between Perplexity and Claude (a common finding in B2B software and professional services), Profound's data is structurally incomplete for that use case.
Who this is right for: Brands with dedicated marketing or SEO teams that have budget for ongoing monitoring and want structured data across multiple engines.
Who this is wrong for: Brands that need Claude coverage, or that want interpretive analysis rather than raw tracking data.
Tier 4: Enterprise platforms — $1,000+ per month
Representative tools: Ahrefs Brand Radar ($129/mo core + $199/engine or $699/mo all-in), Semrush ($165/mo with AI integrated), Goodie AI (enterprise only, contact sales)
The enterprise tier integrates AI recommendation monitoring into broader SEO and competitive intelligence suites. Ahrefs and Semrush are platforms most teams already pay for — the AI tracking is an add-on to existing workflows rather than a standalone product.
The tradeoff: these platforms are built around search intelligence and the AI tracking is additive, not primary. The buyer-intent query methodology, displacement mapping, and interpretive layer are typically weaker than specialized AI monitoring tools. You're paying for integration, not for depth of AI measurement.
Who this is right for: Teams already deep in Ahrefs or Semrush workflows that want AI monitoring as a bolt-on.
Who this is wrong for: Brands where AI recommendation monitoring is the primary concern and they want the deepest signal possible.
Where Envoyra fits
Envoyra sits outside the monthly subscription tiers by design. The entry product is a one-time AI Presence Audit at $149. The recurring product is the AI Recommendation Monitor at $199/month.
What makes the positioning different from the tiers above:
Claude is included. Envoyra is the only self-serve option in the market that includes Claude alongside Perplexity and ChatGPT. Profound charges $399/month and excludes Claude. Envoyra includes it at $149 one-time or $199/month recurring. For categories where Claude shows meaningful divergence — B2B software, professional services, financial products — this is a structural measurement gap in competing tools.
Buyer-intent query design. Prompts are constructed to mirror real buyer behavior, not generic mentions. The prompt set is built from brand-specific intake: industry, buyer persona, use case, and journey stage. You're not supplying prompts and checking them. We're designing the query set around how buyers in your category actually ask AI for guidance.
Displacement mapping is included in the base product. Every Envoyra report includes which brands appeared in your place, how consistently, and across which query types. This data is either unavailable or limited in every other tool at this price point.
Interpretive analysis, not just dashboards. The report includes structural interpretation: what the pattern means, where the evidence is strongest and weakest, and what the competitive displacement data implies. This is not a number and a bar chart. It is an analysis.
The entry product is not a subscription. The $149 AI Presence Audit is a one-time purchase. No monthly commitment, no minimum term. It establishes a baseline. Brands that want to track movement over time continue to the $199/month AI Recommendation Monitor. Brands that want a standalone reference point can stop at the audit.
Questions to ask before buying
Regardless of which tool you evaluate, the following questions should have clear answers before you commit:
Which engines does it cover, and does it include Claude? Claude's recommendation behavior differs from Perplexity's in ways that matter for B2B and professional service categories. If the tool excludes it, ask why.
How are prompts designed? Is the tool testing prompts you supply, or does it design buyer-intent queries based on your category? Prompts you supply measure your assumptions about what buyers ask. Buyer-intent query design measures what buyers actually ask.
Does it produce displacement data? Knowing you scored 30% tells you something is happening. Knowing that Klaviyo appeared in your place 18 times tells you what to do about it. Absence of displacement data means you're measuring in the dark about the competitive dynamic.
What is the sample size and how is precision reported? A tool that returns "53.3%" based on three prompt runs is producing a false precision estimate. Ask for the underlying sample size and how variability is handled.
Is there an interpretation layer? Raw tracking data tells you what happened. Interpretation tells you what it means structurally and what the pattern implies for your competitive position. The two are not the same product.
Compare the options with real data
Envoyra's comparison articles benchmark the most common alternatives directly:
- Envoyra vs. Otterly — the accessible entry-tier option
- Envoyra vs. Profound — the most capable mid-market platform
- Envoyra vs. Evertune — enterprise vs. self-serve
Or request an AI Presence Audit directly — $149 one-time, no subscription required.
[CTA: Capture your audit | /intelligence-report]
Sources: [1] Tool pricing sourced from official pricing pages and community-verified comparisons, May 2026. Prices subject to change. [2] Envoyra Methodology. /methodology [3] Envoyra competitive comparison articles: /publications/envoyra-vs-profound, /publications/envoyra-vs-otterly, /publications/envoyra-vs-evertune