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What is ChatGPT Shopping Research?
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Shopping Research is a feature in ChatGPT that acts as a personalized shopping assistant.
Simply describe what you’re looking for, such as “a lightweight laptop for travel”, and ChatGPT gathers product details, reviews, specs, prices, and comparisons from the web.

You can refine the results by marking products as “Not interested” or “More like this”, helping ChatGPT understand your preferences.

At the end, you receive a custom buyer’s guide that explains the pros, cons, and trade-offs of each option, making your purchase process easier and more informed.

Can I cancel my subscription at any time?
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Yes. You can cancel your subscription, downgrade, or upgrade your plan at any time.

How does RankWit track AI visibility?
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RankWit gives you a complete picture of how your brand appears across major AI platforms.
We run structured prompts through leading AI systems (including ChatGPT, Google AI Overview, and Perplexity) and then evaluate the responses for:

  • Brand mentions
  • Sentiment
  • Ranking or positioning
  • Competitor visibility
  • Opportunities and risks

This analysis helps you understand exactly how AI systems perceive and present your brand.

How is GEO fundamentally different from traditional SEO?
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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. It's not just about being found—it's about being spoken for.

How are RankWit credits calculated?
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Credits determine how much AI tracking you perform.
A single credit = 1 prompt × 1 AI model.

For example:

  • 10 prompts
  • × 3 AI models (ChatGPT, Google AI Overview, Perplexity)
    = 30 credits

This transparent system ensures you only pay for the tracking you use.

Does RankWit work in multiple countries?
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Yes! RankWit includes unlimited country tracking across all plans at no additional cost.
You can monitor AI visibility for any market worldwide.

What optimizations do you suggest?
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RankWit analyzes your existing content and gives actionable, data-backed recommendations for improving your AI visibility. Suggestions include:

  • Rewriting sentences to be more concise and AI-parsable
  • Restructuring content into formats AI engines prefer (e.g., lists, FAQs, summaries)
  • Highlighting authority signals, such as including stats, sources, or clear claims
    These optimizations are designed to increase the chances that AI platforms surface your content over competitors’.

What export formats are available?
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RankWit makes reporting simple.
You can export all tracking data in multiple formats, including:

  • PDF
  • CSV
  • Word documents
  • Custom reporting templates

This makes sharing insights with clients or leadership fast and flexible.

How does Rankwit support ChatGPT commerce integration?
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At Rankwit, we specialize in helping merchants take advantage of OpenAI’s Agentic Commerce Protocol (ACP).
Our team manages the entire integration lifecycle—from mapping your product catalog to OpenAI’s structured feed specification, to building the checkout API endpoints and connecting secure payment providers like Stripe.

By partnering with Rankwit, your business can:

  • Launch AI-powered conversational shopping experiences inside ChatGPT.
  • Achieve full compliance with OpenAI and PCI DSS standards.
  • Gain an unfair competitive advantage by adopting this technology before it becomes mainstream.

We tailor solutions to both enterprise and custom e-commerce platforms, ensuring a scalable and future-ready architecture.

Can I track multiple websites or brands?
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Absolutely. RankWit supports multi-website and multi-brand tracking:

  • Starter: 1 website
  • Growth: Up to 10 websites
  • Enterprise: Unlimited websites

This makes RankWit ideal for agencies, SEO teams, or businesses managing multiple properties in one centralized dashboard.

How do you track AI citations?
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RankWit continuously scans generative AI engines like ChatGPT, Gemini, and Perplexity to see if, when, and how your content is referenced. We then aggregate this data into an easy-to-read dashboard, showing:

  • Which platforms are citing your brand
  • The types of questions where you appear
  • How your visibility changes over time
    This monitoring ensures you know exactly where your brand is gaining traction—or losing ground—within AI-driven discovery.

Which plan should I choose?
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RankWit plans are designed to scale with your needs:

  • Starter: Best for freelancers, consultants, and small agencies beginning with AI visibility tracking.
  • Growth: Great for established agencies, marketing teams, and organizations with multiple websites.
  • Enterprise: Built for large companies needing advanced customization, higher credit volumes, and dedicated support.

If you’re unsure, we can help you select the best plan based on your tracking volume and team size.

How long does setup take?
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Setup takes only a few minutes.
Just add your website, configure your prompts and RankWit begins analyzing your AI visibility immediately.

What is GEO?
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Generative Engine Optimization (GEO), also known as Large Language Model Optimization (LLMO), is the process of optimizing content to increase its visibility and relevance within AI-generated responses from tools like ChatGPT, Gemini, or Perplexity.

Unlike traditional SEO, which targets search engine rankings, GEO focuses on how large language models interpret, prioritize, and present information to users in conversational outputs. The goal is to influence how and when content appears in AI-driven answers.