FAQ: what is generative engine optimization and which tools actually work
Updated 2026-09-25
Frequently asked questions
What is generative engine optimization and which tools actually work?
Generative engine optimization (GEO) is the practice of shaping a business’s public data and signals so AI assistants reliably recommend it when users ask. Tools that matter are the large conversational and retrieval engines themselves—ChatGPT, Perplexity, Gemini, Google AI Overviews, and Claude—because effectiveness is measured by whether those assistants surface your business. RyanAI tracks those five engines daily and reports one AI Visibility Score out of 100.
How does RyanAI track whether AI assistants recommend my business?
RyanAI’s SGO managed retainer monitors all five major AI engines (ChatGPT, Perplexity, Gemini, Google AI Overviews, Claude) every day and produces a daily AI Visibility Score out of 100. The service flags gaps between how assistants present your business and the ideal profile, then proposes or executes fixes per the client-approved workflow.
Which local businesses should consider generative engine optimization?
Local and regional businesses that compete on being recommended—restaurants, dental and medical practices, skincare and beauty studios—are the primary customers for this service. If discoverability in AI-generated answers could drive appointments or walk-ins, GEO is relevant.
What happens during the free AI visibility check?
The free AI visibility check evaluates whether major assistants currently recommend your business and identifies obvious gaps; it’s provided before any retainer discussion. After the check, RyanAI will share findings and a fixed price before any work begins, so you can decide whether to proceed.
How are fixes implemented and who approves them?
Reversible fixes are run automatically to improve recommendations while minimizing risk, and all non-reversible changes wait for your explicit approval. RyanAI operates the month-to-month retainer and executes changes only after you approve the proposed actions.
How long is the commitment and how does billing work?
RyanAI’s managed service is month-to-month, operated by RyanAI and approved by the client, with a fixed price quoted before work begins. There’s no long-term lock-in required—clients can pause or stop the retainer in line with the month-to-month arrangement.
What is Skein and how does it affect my data?
Skein is RyanAI’s graph-memory software that runs on the customer’s own machine, so the memory/data component can remain under your control. Ask how data is stored, who can access it, and whether you can export or delete that memory if you need more detailed operational assurances.
How quickly does RyanAI respond to questions or issues?
RyanAI replies within one business day to client questions and requests, working on Central Time from Missouri while serving clients remotely. That response standard applies to support and approval requests for proposed fixes.
How should I compare RyanAI to competitors like Yext, BrightLocal, or Chatmeter?
Those companies operate in the local search and reputation space but vary in product focus and delivery model. To compare, ask each provider whether they track the five major generative engines, how frequently they report visibility, whether fixes are reversible or require approval, and whether they offer fixed pricing and month-to-month terms.
What metrics will I see and how often are they updated?
You’ll receive a daily AI Visibility Score out of 100 that summarizes how AI assistants currently recommend your business, plus engine-specific findings from the five tracked assistants. Reports and alerts are updated daily so you can approve or review fixes on an ongoing basis.