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B2B tech buyers are increasingly turning to ChatGPT, Gemini, and other generative engines to identify solutions. They’re asking for market overviews, software recommendations, vendor comparisons, recommendations and more. The answers directly shape which providers make the shortlist. This makes generative engine optimization crucial.
This creates a massive opportunity – and risk – for B2B marketers: Your search visibility – which is determined, in large part, based on your brand presence, will increasingly be the difference between getting invited to deals and being left out.
Why PR Now Shapes the First Touchpoint
Generative engines aren’t just changing how information is retrieved. Increasingly, these tools are acting as a proxy for brand perception: when a buyer asks for the best supply chain or enterprise risk platform, or when an investor asks about the fastest-growing AI startups, the answers LLMs provide become the new front door for your brand (assuming you make the list, of course).
In this context, a strong public relations agency becomes more essential than ever for B2B tech brands. The reason: Effective PR is a primary lever for brand authority, leadership, awareness and credibility, all of which are essential for AI discovery. High-quality coverage, thought leadership, awards, analyst recommendations, and more create the signals generative engines rely on to recommend tech brands. In fact, according to MuckRack’s 2025 Generative Pulse, over 95% of links cited by GenAI tools come from non-paid sources (news articles, corporate blogs, press releases, etc.), and 27% are from news articles specifically. That number jumps to 49% when the LLM query asks for recent updates (e.g., “what are the latest tech advancements CIOs are using?”).
In other words: If you want to be recommended, you need to be known – and that’s what a top B2B PR agency, like Corporate Ink, delivers.
What an AI-First PR and Generative Engine Optimization Strategy Looks Like
There’s a lot that goes into generative engine optimization. To start, here are three fast and simple ways B2B SaaS providers can elevate their PR strategy for the age of AI search.
1. Make PR an always-on engine.
You need to be known to get recommended.
One article and a few press releases won’t cut it. To influence AI visibility, you need consistent mentions, thought leadership, and insights across time, topics, and trusted sources.
Think of this like SEO. You wouldn’t write one blog post and expect to rank. PR works the same way for generative engine optimization. Your PR strategy needs to be consistent and comprehensive.
According to MuckRack’s analysis, in the tech industry specifically, journalism content is cited more than in other industries. AI almost never cites encyclopedic content and academic research for tech queries (it’s about 10% in other industries), and instead leans more heavily on earned media.
2. Understand which signals matter.
LLMs give different weight to different sources. In other words: coverage in some publications and recommendations via certain analysts, for instance, hold more weight than others.
Understanding this dynamic – and prioritizing the levers with the most generative engine optimization influence – ensures your PR investment focuses on the channels most likely to both reach your buyer AND influence the models that they rely on for recommendations.
3. Start with buyer prompts, not just media angles.
Ask: What would my buyer ask ChatGPT?
Then: How can my PR content help answer that question?
This flips the script. Instead of only chasing coverage, you’re creating training material for machines. For example, you could prompt: “What are the best supply chain AI platforms for food and beverage brands?” The resulting PR angle: “How [Client] reduced waste by 30% with predictive AI for food logistics.”
What Generative Engines Actually Prioritize
Here’s what makes a media mention more likely to be surfaced by an AI engine:
| Factor | Why It Matters for Generative Engine Optimization |
| Credible Source | Higher trust score in the model |
| Clear Entity-Action Pairing | Helps engines understand what your brand does |
| Topic Alignment | Matches buyer prompts (e.g., “best procurement tech”) |
| Structured Format | Easier for AI to parse and index |
The Public Relations Shift SaaS and Startup CMOs Must Make
CMOs must shift their mindset. Your PR agency is no longer pitching for brand awareness and headlines alone. They are engineering visibility for systems that learn, reason, and recommend. Tech PR agencies, like Corporate Ink, can help optimize your brand for AI discovery and recommendations.
The engines are listening. Is your PR agency ensuring your brand gets heard?
