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
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
Infrastructure scoped for large catalogs and multi-brand portfolios.
Scoped Catalog Coverage
Custom prompt sets and catalog coverage defined during scoping
Multi-brand Governance
Centralized visibility governance across multiple brands and regions
Scoped Integrations
Provider integrations are confirmed and validated for the approved evidence scope
Infrastructure Support
Support arrangements agreed during scoping
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
Questions about each plan
What each plan covers today. Scope, provider coverage, and cadence are confirmed during onboarding.
Starter
Who is Starter for?
Teams that want a read-only view of how stored AI answers and public brand signals represent them, before they decide on deeper diagnostics.
What does Starter include?
An exposure report on how AI answers interpret your brand and top products, an audit of structured data and entity signals, review of differences between stored observations when comparable history exists, and prompt sampling through enabled provider integrations.
Does Starter recommend or make changes?
No. Starter is observation only. It includes no intervention and makes no claim about commercial outcomes.
Can I move to another plan later?
Yes. A change of plan is arranged with RankLabs, and the new scope is confirmed with you before it takes effect.
Growth
How is Growth different from Starter?
Growth adds evidence-linked diagnostics. You can review answer changes alongside stored citations, crawl signals, and gaps, compare competitor presence across completed prompt runs, and review findings with an operator.
Does Growth tell me why AI answers leave me out?
Growth shows the evidence associated with an omission, such as missing or unclear structured data, entity signals, citations, and competitor appearances. Associations are not presented as causes.
What is Commercial Evidence Readiness?
A review of which commercial sources are connected, which are missing, and what is therefore not measured. It does not connect sources by itself, and it does not produce revenue figures.
Does Growth work for businesses outside ecommerce?
Yes. Observation and diagnostics work for any public website. Commercial systems such as CRM, billing, or booking are added only when you connect them and RankLabs validates them.
Professional
What does Professional add?
Expanded instrumentation with provider scope and observation cadence agreed during onboarding, validation of structured data and entity consistency, evidence-linked competitor review, commercial evidence integration for validated sources, and governed recommendations.
What are governed recommendations?
Evidence-backed proposals that state their evidence, their limitations, and the authority needed before any change. Every external change requires separate approval.
Does Commercial Evidence Integration mean revenue attribution?
No. It brings measures from explicitly enabled and validated commercial sources into context and keeps each source's exact meaning. It does not attribute revenue to AI visibility.
How is provider scope decided?
During onboarding, your team and RankLabs agree on the prompts, the observation cadence, and the provider integrations that apply. Only providers that are implemented and enabled are included.
Enterprise
Who is Enterprise for?
Organizations with large catalogs, several brands or regions, or integrations that need their own scoping.
How is Enterprise coverage defined?
Prompt sets, catalog scope, regions, and integrations are scoped with your team and confirmed before work begins. Coverage is what that scope states.
Can Enterprise govern several brands?
Yes. Multi-brand governance is part of the Enterprise scope, and the evidence for each brand is kept separate.
How is Enterprise priced?
Enterprise pricing is custom and agreed after scoping. Book a call to start the conversation.
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. A change of plan is arranged with RankLabs, and the new scope is confirmed with you before it takes effect.
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.