Increase Your AI Visibility in 2026: How B2B Tech Companies Can Build a PR-Driven Generative Engine Optimization Strategy
November 4, 2025
TL; DR: B2B PR drives pipeline by increasing AI visibility, shaping buyer perception, accelerating deals, and influencing target accounts. Modern PR measurement focuses on five core areas:
- AI Visibility: How often LLMs (ChatGPT, Gemini, etc.) recommend, cite, or reference your company across priority prompts.
- Persona- and Topic-Level Share of Voice: Whether you own the narratives that matter most to your buyers, not just overall volume.
- Pipeline Influence: The impact of earned media on opportunity creation, deal velocity, persona engagement, and win rates.
- Sales + ABM Integration: How earned media performs as a sales asset across outreach, nurture, and targeted campaigns.
- Long-Term Correlation: The relationship between rising brand awareness and increases in pipeline creation and revenue.
This framework turns PR into a measurable growth engine—linking earned media, AI visibility, and buyer behavior directly to sales outcomes.
The New Age of PR Measurement
Most B2B PR measurement frameworks are stuck in a world that no longer exists.
Far too many agencies continue to stuff their reports with vanity metrics like impressions, clicks, and potential media reach, none of which meaningfully answer the only question that matters to a tech CEO or CMO.
How does PR help drive pipeline and revenue?
For years, the honest answer was: indirectly, inconsistently, and with limited attribution confidence.
Those days are over.
Corporate Ink is helping B2B tech companies use a new PR measurement model that blends AI visibility, sales pipeline influence, persona-level impact scoring, and competitive intelligence. It’s not single-source attribution; it’s smarter than that. It’s a way to quantify how PR actually influences the behavior of buyers, sales cycles, and even Large Language Models (LLMs).
This is the new bar for PR measurement for B2B marketers. And like most good things, it has multiple levels.
AI Visibility: The New Front Door of B2B Demand Creation
LLMs have quietly become the most powerful discovery channels in B2B tech. Enterprise buyers increasingly turn to ChatGPT, Gemini, and other AI tools before they run a Google search, visit a website, or talk to a peer.
That shift has changed everything.
If your brand isn’t showing up in AI recommendations, you’re invisible in the earliest and most influential stages of the B2B buyer journey.
That’s why it’s essential to track AI Visibility KPIs moving forward, including:
- LLM referral traffic: The number of site visits and conversions seeded by AI engines.
- Priority-prompt visibility: The percentage of high-value prompts where your brand is recommended.
- Narrative ownership: Which topics, categories, and problem statements LLMs associate with your brand.
- Source influence: How often LLMs cite your earned coverage, analyst research, or thought leadership.
- Funnel-stage prompt mapping: How often your brand appears in TOFU vs. MOFU vs. BOFU prompts.
Said more simply: AI visibility is your share of recommendations, mentions, and citations across LLMs when buyers ask category and problem-focused questions.
Content remains extremely important, but brand awareness and third-party trust signals influence 70 – 80% of AI visibility. This is the foundation of generative engine optimization (GEO).
In other words: PR is now one of the only controllable levers that shape what AI engines believe about your company. That means you need a plan to optimize and a framework to measure.
Pipeline Influence: Measuring What Actually Shapes Deals
Here’s a hard truth: PR rarely creates leads directly. Rather, it helps ensure you are in the considered set, while accelerating and shaping deals. The best measurement frameworks account for this by focusing on pipeline influence and alignment.
That’s why for the past year, we’ve been tracking what we see as the connective tissue between storytelling and revenue momentum. This includes metrics like:
- Persona-level reach (which is significantly more valuable than media circulation or potential audience).
- Pipeline stage influence (how often your brand shows up in top-of-funnel stories or how often prospects in late-stage deals interact with earned media).
- Buyer Impact scores (which evaluate how each piece of coverage affects a specific persona’s likelihood to advance in the journey).
This isn’t guesswork. It’s behavioral pattern recognition. Here’s how we think about it across B2B tech:
- What type of story resonates most with someone who’s never heard of you?
- What stories position your brand as a go-to expert on niche and specific problems your prospects are looking to solve?
- What third-party validation signals shorten sales cycles and give buyers faith to choose you over legacy tech players?
- Which narratives build urgency and proof in long, complex evaluation cycles?
This is how Corporate Ink thinks about PR: With demand-creation logic, not vanity metrics.
Leveraging (And Measuring) Earned Media as a Sales and ABM Asset
Most sales and marketing teams underutilize PR. You get an awesome piece of coverage, post it to the website, share it on LinkedIn, and then forget about it.
That’s wasteful, especially when earned media can be one of your highest-performing nurture assets. Our clients have seen immense success integrating media wins across:
- SDR outreach
- Executive social
- ABM campaigns
- Nurture sequences
- Paid targeting
- Founder-led evangelism
The first step is to put an intentional amplification program in place. From there, tracking is simple, but powerful. It just requires a bit of A/B testing. You can measure:
- TAM engagement with earned media vs. owned content
- Content consumption patterns within target accounts
- CPL in paid campaigns leveraging earned media vs. those without
- SDR email marketing KPIs with and without earned media
For many B2B tech companies, the stories that work hardest in-market are not their blog posts or product features. They’re third-party articles that elevate the story with 10x the credibility.
Refining Competitive Share of Voice to Make it Useful
Share of voice (SOV) is still a relevant KPI. However, the way most PR agencies report on competitive share of voice is too broad to be meaningful. “You have 17% SOV” doesn’t tell a CMO anything worth acting on.
Not to mention, it’s actually quite easy to raise your SOV. Just ask your execs to do something dumb (cue the Astronomer memes). More seriously: You could have your most impactful brand-building quarter ever, but one of your key competitors gets acquired, and your SOV actually dips.
That’s why modern PR measurement needs to drill down far deeper. This includes:
- More focused SOV by topics that matter to your sales team–like supply chain disruptions or the adoption of AI in cyber defense.
- SOV by buyer persona. Pick the 10 most influential channels that reach your most important personas. Create a walled garden and measure share of voice here exclusively.
- SOV in channels that disproportionately influence the LLMs your ICPs use.
Instead of tracking volume and B.S. metrics like circulation, you track relevance and strategic advantage. The question then shifts from “How much coverage did we get?” to “Where do we own the conversation that actually shapes demand?”
The PR Long Game: Measuring New Deals and Revenue
If this isn’t enough to prove PR’s value, you can go even deeper–but it takes time.
PR and brand marketing increase mindshare with prospects. This leads to more opportunities at the table. While most of your MQLs and SQLs today likely come from events, sponsored programs, and consultants, your TAM is much bigger than this.
The question to ask: how many deals are you missing because prospects don’t know who you are? The answer is likely a lot.
Another question: how do you attribute new opportunities and revenue back to brand and PR exposure over time?
Here’s how to test it: Divide your TAM into 4–5 high-priority areas. This could be verticals, personas, products, or something else. In 2026, focus 90% of your PR efforts on 50% of that opportunity. Then track what happens in December.
The result won’t be a perfect attribution, but the test will provide sound, directional insights that CMOs can use to justify larger budgets and invest more to scale faster.
Does investing in PR help companies grow?
The question every tech CEO and board asks come budgeting season: “If we invest in PR, will pipeline and revenue rise?”
The answer is a resounding yes, but there are multiple caveats. The biggest ones:
- Do you have the right PR agency partner and internal talent to execute?
- Are you implementing a buyer-centric, pipeline-aligned PR program, or creating air cover and broad awareness?
- Is generative engine optimization a key lever within your PR strategy?
- Are you intentionally amplifying and integrating PR results across your demand generation, marketing, and sales process?
The right PR program will help you grow faster. But you’ll never be able to tie it into one headline or campaign. What you can do is track long-term correlation:
- XX% lift in top-of-funnel PR awareness in 2026
- XX% visibility increase in high-intent LLM prompts
- correlated with an XX% increase in pipeline creation
- an XX%+ improvement in win rate
- And your growth over 2025
And that’s the level of clarity modern PR measurement can actually deliver if you are willing to go deeper and break free from vanity metrics and air cover. It becomes a practical PR ROI framework for B2B tech providers instead of a vague brand story.
Brand vs. Demand Marketing: Where to invest in 2026
Almost every B2B tech company is under the same pressure: to grow faster with fewer levers. Boards expect pipeline acceleration; CFOs expect efficiency; CEOs expect marketing to do both at once.
That tension forces a false choice between brand and demand.
On one side are marketing leaders who know – intellectually and empirically – that brand is the long-term solution to expensive CAC, stagnant pipeline, and shrinking differentiation. On the other hand, there are the day-to-day realities: quarterly targets, pipeline gaps, and the gravitational pull of short-term demand gen.
Few would argue that a brand creates future demand. But most teams never fully commit because the payoff feels too abstract, too distant, and too hard to measure. PR becomes the obvious answer in theory… and the most scrutinized line item in practice.
That’s why the measurement model must evolve.
This new approach eliminates the leap of faith. It gives tech leaders the data they need to invest confidently in brand without sacrificing accountability to the pipeline and revenue. It shows exactly how storytelling drives awareness, shapes buyer behavior, accelerates deals, trains LLMs, and increases long-term demand.
It turns PR from a perceived risk and abstract investment into a calculable growth engine. In GEO terms, it gives you a full-funnel, AI-aware brand and demand strategy.
The New Standard for PR Measurement
Turning PR into a calculable growth engine requires modern, executive-caliber measurement. That includes reporting on:
1. AI visibility and referral traffic (how often and where LLMs recommend you)
2. Persona- and topic-specific share of voice
3. Pipeline influence and buyer impact scoring
4. Earned media’s performance inside sales and ABM motions
5. Long-term correlation between brand awareness and pipeline growth
This represents a radical shift from how most companies are measuring PR today. If it seems like it’s too much at once, start with the first two and build from there.
But make no mistake: This is the new math of PR. It’s harder, smarter, and dramatically more aligned to how B2B buyers actually behave.
And for companies that embrace it, PR stops being a cost center and becomes one of the most powerful demand engines in the business.

