AI is already influencing perception — long before most brands realize it. Generative Pulse helps you understand your footing before the narrative gets away from you.
Generate your Generative Pulse preview
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See how your brand shows up in AI
AI is already shaping your reputation. Get a fast, free snapshot of how your brand appears — and where you’re missing from the conversation.
When filling out the form, share a specific area or product from your brand that you want the report to focus on:
- A single product or feature
- A specific service or offering
- A regional or location-specific brand or market
We’ll use this to create a tailored snapshot of how it appears in AI.
What you’ll get:
- How often your brand is surfaced in AI-generated answers
- How you compare to key competitors
- Where your brand is absent from important conversations
- What narratives AI connects to your company
Note: Your personalized report takes 30 minutes to generate and you'll receive the results via email.
Turn insights into action
Integrated with leading LLMs including
Surface visibility
See how often your brand appears in AI-generated answers.
Compare competitors
Benchmark your brand against top players in your space.
Spot gaps
Find where your brand is missing from relevant AI conversations.
Decode narratives
Understand the themes and attributes AI links to your brand.
Inform strategy
Use visibility insights to guide messaging and positioning.
Strengthen reputation
Take control of how AI systems interpret and present your brand.
Adding Generative Pulse to your PR workflow
Generative Pulse is integrated directly into Muck Rack’s PR platform, so your AI visibility insights flow naturally into the workflows you already use to find journalists, pitch stories, monitor coverage, and report on results.
Act on insights instantly
Generative Pulse is integrated with Muck Rack’s outreach, monitoring, and collaboration tools, so AI visibility insights flow directly into your pitching and reporting workflows.
Monitor every channel in one place
Track coverage across earned media, social platforms, and AI-generated answers together inside Muck Rack.
FAQs about Generative Pulse by Muck Rack
What is a Large Language Model (LLM)?
A Large Language Model (LLM) is what powers AI tools like ChatGPT and Google’s AI Overviews. It’s trained on massive amounts of online data—everything from websites to books—and uses that training to generate human-like answers. Instead of returning a list of links like a search engine, it creates a single, synthesized answer to a user’s question. That means the sources it draws from—and the way your brand is represented across the web—matter more than ever.
What is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) shifts the focus to what truly matters now: high-authority citations from credible sources—especially earned media, including news articles and expert quotes—which LLMs rely on to generate answers. To appear in AI-driven results, brands must rethink their approach. To remain visible in this new landscape, brands must go beyond just SEO. GEO is redefining how visibility works—and it’s quickly becoming the new standard.
GEO is often used interchangeably with terms like Artificial Intelligence Optimization (AIO), AEO (Answer Engine Optimization) and Artificial Intelligence for Search Engine Optimization (AI SEO). While the terminology varies, the idea is the same: earning visibility in AI-generated results.
Why is Generative Engine Optimization (GEO) important for PR and communications professionals?
When LLMs use earned media to shape their responses, the brands mentioned most often in trusted sources–like news outlets and other forms of earned media–are the ones that show up. That makes visibility in AI search a communications priority, not just a marketing or SEO goal. PR pros are uniquely positioned to lead here, using their expertise in storytelling, media outreach, and reputation-building to influence how their brands are represented by AI.
What is Muck Rack’s Generative Engine Optimization (GEO) product?
Generative Pulse by Muck Rack is a groundbreaking new tool designed to help PR and comms teams monitor how their brand and competitors appear in AI-generated search results. The product displays which journalists, media outlets, and specific sources are shaping what LLMs say about a topic, so you can adjust your strategy, refine your outreach, and boost your visibility in this new type of search.
What is Muck Rack’s long-term GEO strategy?
Muck Rack’s long-term GEO strategy is to help PR teams win visibility in AI-driven search. We’re building deeper insights and tighter platform integration so communicators can track their presence, understand impact, and stay ahead as generative search becomes the norm.
How is Generative Pulse integrated within Muck Rack?
Generative Pulse is built into Muck Rack’s all-in-one PR platform. It works alongside your existing media lists, outreach tools, and reporting workflows—so you can see which journalists and outlets influence AI results, then take action right from the same place.
Which LLMs does Generative Pulse monitor?
Right now, Generative Pulse by Muck Rack monitors results from ChatGPT, Claude, and Gemini—three of the most widely used large language models.
How do LLMs cite their sources?
When web access is enabled, LLMs like ChatGPT, Claude, and Gemini pull from real-time content—news articles, Wikipedia pages, and other high-authority sites. They typically reference those sources directly in their answers, either as links or named citations, depending on the model.
What does an AI consider to be authoritative?
In short: earned media. Content from credible, well-known sources like news publishers, expert quotes, and high-quality web pages tends to carry more weight than paid or branded content. Repetition across trusted sources also matters.
How do you measure the ROI of PR for GEO?
Generative Pulse shows how often your brand is mentioned in AI-generated answers, which journalists and outlets are driving those mentions, and how earned media is influencing your visibility across top LLMs.
How can I improve my brand's visibility in LLMs?
Focus on earned media. LLMs cite trusted sources—like news articles, expert commentary, and high-authority websites. With Generative Pulse, you can identify who’s getting cited, strengthen those relationships, and shape the kind of coverage that AI models tend to repeat.
