Why Your Brand Needs a GEO Strategy Before Your Competitors Figure It Out

How Digital Artisans helps B2B technology companies get cited by AI, not just mentioned

Your potential customers aren't Googling anymore. They're asking ChatGPT, Perplexity, and Gemini the questions that used to live in search bars. (Personal note: When I got to Google, I'm getting Gemini by default 100% of the time...)

And here's the uncomfortable truth: If your brand isn't showing up inside those AI-generated answers—and ideally getting cited as a source—you're invisible at the exact moment people decide who's credible.

This isn't SEO 2.0. This is something fundamentally different: Generative Engine Optimization (GEO). And at Digital Artisans, we've been helping clients navigate this shift since we implemented MarketScale's AI Visibility platform at PayPal.

The New Scoreboard: Invisible → Mentioned → Cited

SEO was about ranking your page on Google.

GEO is about making AI-generated answers impossible without you.

There are three levels of AI visibility, and most companies are stuck at level zero:

• Invisible: AI doesn't know you exist

• Mentioned: You're on the list (awareness, but no trust)

• Cited: You're the source (trust + authority)

Getting mentioned gets you awareness. Getting cited gets you customers.

What We Learned Launching Gen AI Search Strategy at PayPal

When I led the Voice of Customer program at PayPal, (Shout out Brain Trust!!!!) we were early adopters of MarketScale's AI Visibility tool—the first platform purpose-built to track and optimize how LLMs discover, mention, and cite brands.

Here's what we discovered:

1. AI doesn't just scrape your website

We assumed our carefully crafted web content would automatically get picked up by AI. Wrong. AI pulls sources from YouTube, LinkedIn, Reddit, Medium, industry forums, and earned media. Your owned content is just one piece of the puzzle.

Our fix: We activated subject matter experts (shout out Vy!!!) across the company to create authentic, distributed content across multiple channels—not just polished marketing pieces on our website.

2. "Mentioned" isn't enough

Being included in an AI-generated list of payment platforms gave us awareness. But when prospects were comparing solutions and making decisions, they clicked the cited sources—the ones AI flagged as authoritative evidence.

Our fix: We focused on creating content AI considers citable: specific how-tos, technical explainers, real customer outcomes, and expert POV on industry trends.

3. You can't optimize what you can't measure

The biggest breakthrough was having a dashboard that showed us:

• Which prompts we were showing up for (and which we weren't)

• Whether we were mentioned vs. cited

• What our competitors were being cited for

• Which channels and content types AI was pulling from

Our fix: We built a weekly GEO audit cadence that fed directly into our content strategy. Instead of guessing what to create, we had data telling us exactly where the gaps were.

The GEO Strategy Framework We Use at Digital Artisans

Based on our PayPal experience and work with technology clients since, we've developed a proven approach to GEO:

Phase 1: AI Visibility Audit (Week 1)

What we do:

• Map the 10-15 most important prompts your customers are asking

• Use AI Visibility to diagnose where you're invisible, mentioned, or cited

• Identify which competitors are winning citations (and in which channels)

• Find the content gaps costing you authority

What you get:

• Reality check on your current AI positioning

• Competitive benchmarking across key prompts

• Prioritized list of opportunities ranked by business impact

Phase 2: Authority Lane Selection (Week 2)

What we do:

• Pick 1-2 topic areas where you can own citations

• Build your "Contributor Bench" of subject matter experts

• Map content to the three prompt types that matter:

  • Discovery prompts: "What is..." "Best..." "Top..."

  • Comparison prompts: "X vs Y" "Alternatives to..." "Pricing for..."

  • Implementation prompts: "How to..." "Setup..." "Troubleshooting..."

What you get:

• Focused strategy instead of trying to cover everything

• Clear ownership for content creation

• Prompt map aligned to buyer journey

Phase 3: Content Activation (Ongoing)

What we do:

• Activate your technical experts, not just marketing

• Create content AI rewards: real expertise, real stories, real answers

• Distribute across the authority ecosystem (owned + earned + distributed media)

• Publish where AI is already citing: YouTube, LinkedIn, forums, industry publications

• Convert video/audio into written how-tos, FAQs, and explainers

What you get:

• Weekly content cadence that builds authority

• Multi-channel presence that AI recognizes

• Authentic expertise that AI cites (not AI-generated fluff that AI ignores)

Phase 4: Measure & Optimize (Weekly)

What we do:

• Track mentions vs. citations using AI Visibility

• Monitor which content moves the needle

• Identify new prompt opportunities

• Refine strategy based on what's working

What you get:

• Data-driven optimization loop

• Proof of ROI

• Continuous improvement based on AI behavior

Why This Matters Right Now

The shift is happening faster than most companies realize.

Your buyers are already using ChatGPT to research vendors, compare solutions, and create shortlists—before they ever talk to sales.

If you're not showing up in those answers, you're not in the consideration set.

If you're mentioned but not cited, you're the "also-ran" on a list.

If you're cited, you're the trusted source they click through to.

The companies that master GEO now will have a 12-18 month advantage while everyone else figures out this isn't just "SEO with AI sprinkled on top."

What Makes Digital Artisans Different

Most marketing agencies are still thinking in SEO terms. They're optimizing web pages for keywords, not optimizing your entire digital presence for AI authority.

Digital Artisans brings:

✅ Real-world GEO implementation experience from PayPal using MarketScale's AI Visibility platform

✅ Deep B2B technology expertise translating complex technical concepts into AI-citable content

✅ Subject matter expert activation experience—we know how to extract expertise from your technical teams

✅ Multi-channel content strategy designed for how AI actually discovers and cites sources

✅ Measurable results with dashboards tracking mentions, citations, and share of voice vs. competitors

We don't just create content. We create the distributed authority that makes AI cite you as the source.

The Common Mistakes We Help You Avoid

Based on our experience, here are the GEO failures we see constantly:

❌ Treating GEO like "a blog project" → You stay invisible because AI learns authority across channels, not just your blog

❌ Only chasing "mentioned" → You get awareness but don't earn trust

❌ Publishing only on your website → AI cites YouTube, Reddit, LinkedIn, Medium, forums, and earned media too

❌ Trying to cover everything → You never become "the source" for any topic

❌ Relying on generic, polished marketing fluff → AI rejects content that sounds like AI❌ Using AI-generated content → AI rejects AI; it rewards verifiable information and authentic expertise

❌ Not activating subject matter experts → You starve the internet of real expertise

❌ No weekly cadence → One content burst every 3 months doesn't build authority

❌ No measurement loop → You keep guessing instead of optimizing

Ready to Stop Being Invisible to AI?

If your competitors are getting cited and you're not, every day you wait is a day they build more authority in AI's "memory."

Digital Artisans can help you:

• Audit your current AI visibility across the prompts that matter

• Develop a GEO strategy that gets you cited, not just mentioned

• Activate your technical experts to create the authentic content AI rewards

• Measure and optimize based on what's actually moving citations

The question isn't whether your buyers are using AI to research solutions. They already are. The question is: Will they find you? And will AI cite you as an authority, or mention your competitor instead?

About Digital Artisans

Digital Artisans helps B2B technology companies develop content strategies that drive measurable business impact. Led by Suzy DeLine, who implemented MarketScale's AI Visibility platform at PayPal, we specialize in GEO strategy, technical content creation, and subject matter expert activation for companies navigating the shift from search engines to AI-powered discovery.

Ready to talk GEO strategy? Drop us a note.

Want to learn more about GEO using Marketscales fantastic tools? Check out this great guide: How to Launch a GEO Content Strategy

Photo credit for featured image to Vectoreezy