Question 1

How is GEO fundamentally different from traditional SEO?

Accepted Answer

GEO (Generative Engine Optimization) is not a rebrand of SEO—it’s a response to an entirely new environment. SEO optimizes for bots that crawl, index, and rank. GEO optimizes for large language models (LLMs) that read, learn, and generate human-like answers. While SEO is built around keywords and backlinks, GEO is about semantic clarity, contextual authority, and conversational structuring. You're not trying to please an algorithm—you’re helping an AI understand and echo your ideas accurately in its responses.

Question 2

How does RankWit support ChatGPT commerce integration?

Accepted Answer

RankWit helps merchants integrate with OpenAI’s Agentic Commerce Protocol (ACP). We handle the entire lifecycle—from mapping product catalogs to OpenAI’s structured feed specification, to building checkout API endpoints and connecting secure payment providers like Stripe. This allows businesses to launch AI-powered conversational shopping inside ChatGPT while remaining compliant with OpenAI and PCI DSS standards.

Question 3

How do you track AI citations?

Accepted Answer

RankWit continuously scans generative AI engines like ChatGPT, Gemini, and Perplexity to detect where and how your content is referenced. The data is displayed in a dashboard showing which platforms cite your brand, the types of questions where you appear, and how visibility evolves over time.

Question 4

What optimizations do you suggest?

Accepted Answer

RankWit provides actionable recommendations to enhance AI visibility. These include rewriting sentences for clarity, restructuring content into AI-preferred formats like lists and FAQs, and emphasizing authority signals such as sources and statistics to increase the likelihood of being surfaced by AI systems.

Question 5

When will I see results?

Accepted Answer

Results depend on your content quality, competition, and how often generative engines update. Most users notice measurable visibility improvements within a few weeks. Early results may include smaller AI citations, followed by broader exposure across multiple platforms as optimizations continue.

Question 6

What is GEO?

Accepted Answer

Generative Engine Optimization (GEO), or Large Language Model Optimization (LLMO), is the process of optimizing content to improve its visibility and relevance in AI-generated responses from systems like ChatGPT, Gemini, or Perplexity. Unlike SEO, which focuses on search rankings, GEO aims to influence how AI interprets and presents your content in conversational answers.

Question 7

Who is RankWit for?

Accepted Answer

RankWit is designed for freelancers, agencies, and brands that want to maximize visibility on AI platforms. Freelancers can offer AI-ready content services, agencies can add GEO to their portfolios, and brands can protect and expand their presence so AI references their business accurately.

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