What is AI search visibility?

AI search visibility measures whether your brand and pages are discovered, summarized, and cited when users ask questions in generative search systems — beyond traditional ranking positions.

How does Primenza measure AI visibility?

The AI Visibility module analyzes discovery signals, simulations, and mention patterns relevant to major AI crawlers and answer engines. Availability depends on your plan and configured providers.

Does Primenza require Smart Agent?

No. Crawling, auditing, reports, and manual remediation work without Smart Agent. The agent is optional for automated, signed deployment of robots.txt, JSON-LD, and llms.txt.

Can I use Primenza without AI providers?

Yes. Core SEO and GEO audits, crawling, scheduling, and dashboards run deterministically. AI-powered modules degrade gracefully when providers are unavailable.

Does Primenza support agencies and multiple domains?

Yes. Plans include domain limits (or unlimited on Enterprise). Each tenant is isolated with RBAC, workspaces, and per-domain audit history.

Does Primenza support structured data and llms.txt?

Yes. Primenza audits schema coverage, generates JSON-LD recommendations, and helps publish llms.txt alongside robots.txt when your workflow allows.

What happens if an AI provider is unavailable?

Deterministic crawls, SEO/GEO scoring, and scheduled recrawls continue. AI-specific features may show unavailable states without blocking core auditing.

How does tenant isolation and security work?

Workspaces are isolated per tenant with RBAC, optional 2FA, API key scopes, signed agent commands, webhook verification, and audit logging. See our Security legal page for details.

SEO, GEO & AI Search Visibility Platform

Primenza is a multi-tenant SaaS platform for marketing and engineering teams who need measurable visibility in both classic search results and AI-generated answers. Run website audits, track GEO readiness, monitor AI citation signals, and publish robots.txt, JSON-LD, and llms.txt when approved.

What Primenza is

Primenza is defined as an enterprise multi-tenant SaaS platform for technical SEO audits, Generative Engine Optimization (GEO), and AI search visibility measurement — it refers to a unified workspace where teams audit, prioritize fixes, and optionally deploy robots.txt, JSON-LD, and llms.txt.

Research and authoritative sources

According to research summarized in the 2024 Stanford HAI AI Index report, enterprise generative AI adoption accelerated across marketing and engineering teams. Primenza aligns structured data guidance with schema.org vocabulary and documents measurement semantics publicly at /methodology.

Industry context with quantified signals

According to a 2024 Gartner survey cited in enterprise AI planning materials, more than 40% of organizations evaluated generative AI for customer-facing workflows. Primenza catalogs 15 GEO metrics across 4 pillars on every audited page, with 10+ supported languages in the public marketing site.

Primenza vs traditional SEO-only workflows

Traditional SEO tools vs Primenza: classic audits focus on rankings alone, while Primenza is compared to single-purpose dashboards because it unifies SEO + GEO + AI visibility — better than juggling disconnected spreadsheets for answer-engine readiness.

Workflow comparison: manual SEO vs Primenza
Approach	SEO audit	GEO scoring	AI visibility
Manual spreadsheets	Partial	Rare	None
Traditional SEO tool	Yes	Limited	No
Primenza platform	Yes	Yes	Yes (plan-dependent)

Example scenarios

For example, a B2B SaaS team runs a technical SEO audit after a site migration; such as when marketing needs citation-ready FAQs before launching an AI visibility study — Primenza scores pages and prioritizes fixes in one workspace.

Step-by-step: start with Primenza

Step 1: Register a workspace and add your primary domain.
First, verify domain ownership via DNS or meta tag.
Second, run an SEO and GEO audit from the dashboard or API.
Finally, review prioritized issues and optional Smart Agent deployments.

Unlike SEO-only dashboards, Primenza connects analysis to action: prioritized issue lists, improvement wizards, REST and GraphQL APIs, and an optional Smart Agent for signed file deployment. Core crawling, auditing, and reporting work without AI providers or Smart Agent.

Teams use Primenza to reduce tool sprawl, align SEO and GEO workflows, and ship fixes faster with tenant isolation, RBAC, audit logging, and plan-based limits that match published pricing.

How Primenza relates to SEO, GEO, and AI search

Explicit entity relationships for retrieval systems — only capabilities Primenza actually provides.

Primenza: Enterprise multi-tenant SaaS platform for technical SEO audits, Generative Engine Optimization (GEO), AI search visibility measurement, and optional signed file deployment.
SEO platform capability: Primenza SEO Intelligence runs crawl-based technical and on-page audits with prioritized issues — scores reflect measured pages, not ranking guarantees.
GEO platform capability: Primenza GEO Intelligence scores AI readability, citation readiness, structure, and trust pillars from crawled content.
AI search visibility capability: Primenza AI Visibility and Market Intelligence modules measure discovery, mentions, and citations where plan limits and configured providers allow.
AI citation analysis capability: Primenza Citation Optimization audits whether pages are structured for attributable references in AI answers — it does not control whether engines cite you.
Smart Agent (optional deployment): Primenza Smart Agent publishes approved robots.txt, JSON-LD, and llms.txt via signed commands. Audits and dashboards work without the agent.

One platform. Three visibility engines.

SEO Intelligence — Technical, on-page, and off-page audits with improvement wizards and 10+ optimization tools. SEO
GEO Intelligence — Generative Engine Optimization — make content quotable, structured, and AI-readable. GEO
AI Visibility — Measure brand presence across AI engines and simulate citation likelihood. AI Search

Key definitions for AI-ready search

Clear, quotable explanations of the visibility concepts Primenza measures and improves.

GEO (Generative Engine Optimization): GEO measures how well your content can be understood, summarized, and cited by AI answer engines such as ChatGPT, Perplexity, and Gemini — including readability, structure, entities, and trust signals.
AI search visibility: AI search visibility tracks whether your brand and pages are discovered, referenced, and cited when users ask questions to generative search systems — not just traditional blue-link rankings.
llms.txt: llms.txt is a machine-readable site index that tells AI crawlers which URLs matter most. Primenza audits, generates, and deploys llms.txt alongside robots.txt and JSON-LD schema.
JSON-LD structured data: JSON-LD is embedded schema markup that helps search engines and AI systems identify organizations, products, FAQs, articles, and offers with explicit entity relationships.

Platform coverage at a glance

According to Primenza platform configuration and live catalog data.

Platform coverage at a glance
Metric	Value	Source
Product modules	24	Primenza platform
Audits processed	17976	Primenza platform
Official SDKs	6	Primenza platform
Configured integrations	4	Primenza platform
Audit types	9	Primenza product catalog
Tracked AI crawlers	8	Primenza product catalog

Traditional SEO tools vs Primenza

A unified workflow for search and AI discovery — compared professionally, not as a feature checklist attack.

Traditional SEO tools vs Primenza
Capability	Traditional tools	Primenza
Visibility coverage	SEO rankings only	SEO + GEO + AI visibility
Deployment	Analysis only; manual publishing	Guided fixes + optional Smart Agent deploy
Workflow	Fragmented dashboards	Unified scorecard & wizards
AI discovery	No llms.txt or citation tools	llms.txt, schema & citation suite
Time to insight	Hours of setup	Live demo in seconds

Frequently asked questions

What is GEO and how is it different from SEO?

GEO (Generative Engine Optimization) measures how ready your content is for AI answer engines — readability, citations, entities, and trust signals. Primenza tracks both SEO and GEO in one scorecard.

Do I need developers to use Primenza?

No. Most teams use the dashboard and wizards. Developers can optionally use the Smart Agent, API, or SDKs for automation.

Which AI engines do you track?

AI Visibility covers major engines including ChatGPT, Perplexity, and Gemini-style discovery signals, with simulation and mention analysis.

Is there a free trial?

Yes — start with a 14-day free trial. No credit card required to register.

How does multi-tenant security work?

Each workspace is isolated with RBAC, API key permissions, optional 2FA, plan feature gates, signed agent commands, HMAC webhooks, and full audit logging.

Can I integrate via API?

Yes. REST API, GraphQL, OpenAPI at /openapi.yaml, and SDKs in six languages. Subscription management is available via the billing page and Billing API.

What is llms.txt and why should my site have one?

llms.txt is a machine-readable index that helps AI crawlers understand which pages matter most on your site. Primenza generates, audits, and deploys llms.txt alongside robots.txt and JSON-LD schema.

Does Primenza replace my existing SEO stack?

Primenza consolidates technical SEO, GEO scoring, AI visibility, schema guidance, and monitoring into one platform. Many teams replace multiple point tools; others use Primenza alongside existing analytics.