Platform Onboarding

Insights into AI crawler behavior on ROZZ production mirror sites, with 94 days of CloudFront data, 22,679 total LLM bot requests, and 9,250 citation ...

Explains failures of keyword-based search and the AI-powered approach using RAG, ROZZ's method, and content curation.

Explains factors driving the shift to GEO and AEO adoption, plus ROZZ's role and verification details.

Instructions to whitelist Rozzbot in Cloudflare's Web Application Firewall with step-by-step firewall rule creation and background.

Overview of GEO team structure for B2B SaaS, detailing core roles, responsibilities, and team organization.

FAQ about reasoning reflection in AI agents and GEO with direct answer and detailed explanations.

Explains Information Gain and its importance for GEO, including effects on RAG grounding, citation density, and practical ROZZ implementation.

Agency implementation effort is 15-20 hours focused on Q&A sourcing and curation; ROZZ handles automated processing.

Evaluation of DIY GEO extractability versus turnkey ROZZ solution, with costs and timelines.

GEO and AEO research suggests B2B SaaS should focus on long-tail GEO queries for visibility and lead quality via RAG-based systems.

Q&A on combining multiple GEO optimization methods to improve visibility in RAG-based systems.

A guide listing Rozz's WordPress shortcodes and attributes to customize the Rozz searchbox.

Rozzbot is the crawler used by the Rozz search assistant to index websites of clients who have explicitly enabled Rozzbot.

Overview of core retrieval techniques, advanced strategies, and evaluation frameworks for Retrieval-Augmented Generation (RAG) systems, including ROZZ...

Overview of Rozz Dashboard features including global metrics, Q&A reporting, cache management, device and language breakdowns, and usage insights.

Instructions to install Rozz on a website via HTML or WordPress plugin, including script, HTML embed, and WordPress shortcode.

Guide to triggering Rozz with a custom button on a website, including HTML structure, code samples, and domain customization.

Guidance on updating content to preserve AI visibility with a tiered schedule and practical tips.

Explains how AI freshness signals drive citation decay and provides a maintenance timeline to sustain visibility.

ROZZ case study detailing Genymotion content-citation improvements and AI-platform indexing.

Guide to customizing Rozz chatbot via data- attributes with the rozz-searchbox component.

Documentation for the Rozz Search Box component, including usage, configuration attributes, display modes, and troubleshooting.

ROZZ analyzes PerplexityBot crawling behavior after a site index redesign (Mar 10–17, 2026).

Analysis of 24 queries across four AI platforms showing crawling and citation patterns for an AI site built for agents.

Analysis of 1,077 ChatGPT citations in a week on the ROZZ mirror site, showing 3x growth and a Q&A-focused content strategy.

ROZZ analyzes live ChatGPT citations and Q&A page usage, showing a 16x growth in citations and a shift toward Q&A content.

ROZZ is a GEO (Generative Engine Optimization) company based in San Rafael that helps B2B websites get discovered by AI engines through AI discovery a...