Pricing
AI visibility infrastructure
built for commerce.
From baseline monitoring to full instrumentation. Plans that scale with the complexity of your catalog and competitive landscape.
Tier 01
Starter
See where you're exposed
Read-only visibility into stored AI observations and public brand signals. No intervention or commercial-outcome claim.
Exposure Report
Periodic snapshot of how AI systems interpret your brand and top products
Signal Audit
Structured data and entity signal health assessment
Change Review
Review differences between stored observations when comparable history is available
Prompt Sampling
Observation through currently enabled provider integrations
Standard Access
Email-based support, 48-hour response
Tier 02
Growth
Understand why AI excludes you
Evidence-linked diagnostics across stored public and AI observations. Associations are not presented as causal outcomes.
Evidence-linked Diagnostics
Review answer changes alongside stored citations, crawl signals, and gaps
Competitor Comparison
Compare observed competitor presence across completed prompt runs
Prompt Coverage
Monitor approved prompt sets through enabled provider integrations
Commercial Evidence Readiness
Identify which commercial sources are connected, missing, or not measured
Operator Review
Review current diagnostics and their evidence boundaries
Tier 03
Professional
Full instrumentation
Expanded AI visibility instrumentation with governed recommendations. External actions require separate authorization.
Expanded Instrumentation
Provider scope and observation cadence agreed during onboarding
Signal Validation
Structured data and entity-consistency evidence with explicit coverage
Competitor Review
Evidence-linked review of competitor observations when comparable runs exist
Commercial Evidence Integration
Measured commercial context only for explicitly enabled and validated sources
Governed Recommendations
Evidence-backed proposals with separate approval for any external change
Tier 04
Enterprise
Custom infrastructure
Dedicated infrastructure for large catalogs and multi-brand portfolios.
Unlimited Coverage
Custom prompt sets and monitoring across entire product catalogs
Multi-brand Governance
Centralized visibility governance across multiple brands and regions
Scoped Integrations
Provider integrations are confirmed and validated for the approved evidence scope
Embedded Infrastructure Support
Named infrastructure lead with weekly operational reviews
Infrastructure, not another tool
AI mention trackers show you what changed. SEO platforms optimize for search engines. RankLabs instruments both the signal and behavior layers to explain why.
AI Mention Trackers
See what changed
SEO Platforms
Built for search engines
RankLabs
Infrastructure for AI visibility
AI Mention Trackers
See what changed
SEO Platforms
Built for search engines
RankLabs
Infrastructure for AI visibility
Frequently Asked Questions
Common questions about plans and how RankLabs works.
Mention trackers report output changes. RankLabs also captures structured data, entity signals, canonical sources, and crawl evidence. This supports evidence-linked diagnosis without treating correlation as causality.
Current production monitoring uses OpenAI/ChatGPT and Google AI provider integrations. Additional providers must be explicitly implemented and enabled before they are included in monitored coverage.
Initial public-site observation requires no site code. Approved commercial and analytics integrations require account authorization and source-specific configuration.
RankLabs compares exact stored answers, citations, crawl signals, and gaps. It identifies supported associations and checks, but does not claim a change caused an AI or commercial outcome without intervention and outcome evidence.
Yes. You can upgrade at any time and your new features activate immediately. If you're on annual billing, we prorate the difference.
Plan scope, provider coverage, report cadence, commercial evidence, and remediation availability are confirmed during onboarding. No plan name alone activates an unsupported integration or external action.
Ready to build from trusted evidence?
See the crawler, AI observations, and evidence boundaries behind each supported finding.