By the founder of SaasForge · May 2026 · 2,200 words
I built SaasForge because I kept running into the same problem: I had a SaaS product, I was doing "the SEO thing," and still losing potential customers to competitors — not on Google, but somewhere I wasn't even looking.
That place was ChatGPT.
When I typed "best invoice tool for freelancers" into ChatGPT, I got a list of five products. Mine wasn't one of them. Neither was it when I asked "what should I use to send invoices online" or "invoice software that works with Stripe." My competitors were there. I wasn't.
This isn't an SEO problem. It's a GEO problem. And if you run a SaaS product, it's probably your problem too — you just don't know it yet.
What GEO Actually Is
GEO stands for Generative Engine Optimization. It's the practice of making your product visible in AI-generated answers — the responses that ChatGPT, Perplexity, Claude, and Google AI Overviews give when someone asks them a question.
Traditional SEO is about ranking in a list of links. GEO is about being mentioned in a paragraph of text that the AI writes as a direct answer.
The difference matters because user behavior is changing fast. A growing share of people — especially in B2B and tech — no longer click through ten blue links. They ask an AI and take the first coherent answer they get. If you're not in that answer, you don't exist for that person.
Here are the numbers that made me take this seriously:
- AI-driven traffic to B2B SaaS grew 127% in a single quarter in 2025
- 60% of all searches now end without a click — the answer happens on the results page
- 99% of AI citations come from the organic top 10 — meaning SEO and GEO are deeply connected
- Only 23% of marketers are currently investing in GEO — the window is still open
How AI Decides What to Mention
This is where most people get confused. They think AI search is random or black-box. It's not. There's a clear pattern.
AI models are trained on large amounts of web content and then updated continuously with fresh data. When someone asks a question, the model looks for the most authoritative, clearly structured, directly relevant answer it can find. It doesn't rank links — it synthesizes information.
What this means practically:
Structure matters more than keyword density. A page that answers a question directly in the first sentence — rather than burying the answer in paragraph four — is far more likely to be cited. AI reads the way a smart, impatient person reads: it wants the answer immediately.
Authority signals carry over from SEO. If your page ranks in the top 10 on Google, it's significantly more likely to be cited by AI. This is why 99% of AI citations come from pages that already rank well. SEO is not dead — it's the foundation for GEO.
Third-party mentions build trust. When G2, Capterra, TechCrunch, or Indie Hackers mentions your product, AI picks that up. A product with reviews on G2 is more "real" to an AI model than one that only exists on its own website.
Structured data helps. Schema markup — the code that tells search engines what type of content is on a page — makes it easier for AI to extract and cite specific information like pricing, features, and comparisons.
Why SaaS Products Are Particularly Vulnerable
If you have a SaaS product and you haven't thought about GEO, you're almost certainly invisible in AI search. Here's why:
The queries your customers use are exactly the kind AI handles best. "Best invoice tool for freelancers," "what CRM integrates with Stripe," "how do I automate client onboarding" — these are specific, intent-driven questions. AI is very good at answering them. And if your product isn't the answer, someone else's is.
Competitors who've been around longer have more mentions. AI models favor products with more data about them — more reviews, more comparisons, more articles. A product that launched five years ago has a natural advantage. The only way to close that gap is to deliberately create the right content.
Most SaaS sites are structurally invisible to AI. They have a homepage, a pricing page, maybe a blog. They don't have comparison pages, alternative pages, or integration pages — the exact pages that AI cites when answering product-related questions.
The Four Platforms You Need to Care About
GEO isn't one thing — it's a set of platforms, each with slightly different behavior:
ChatGPT is the largest and most influential. It answers conversational questions and tends to cite products that appear frequently across multiple sources. Getting mentioned here is the highest-value outcome.
Perplexity is more search-like and cites sources explicitly. It's heavily used by technical and research-oriented users — a good fit for B2B SaaS. It responds well to well-structured, factual pages.
Claude (Anthropic) is growing in the developer and productivity space. Its answers tend to be more nuanced and it cites sources that demonstrate depth of expertise.
Google AI Overviews appears at the top of Google search results for many queries. It pulls from pages that already rank well, making it the most directly connected to traditional SEO.
For most SaaS founders, ChatGPT and Perplexity should be the first priority.
How to Check If You're Visible Right Now
Before doing anything else, run a basic GEO check. It takes fifteen minutes and gives you a clear picture of where you stand.
Open ChatGPT and run these queries, replacing the placeholders with your actual product and category:
- "Best [your category] for [your target audience]"
- "[your product] vs [main competitor] — which is better?"
- "Best [main competitor] alternatives in 2026"
- "[your category] that integrates with [your main integration]"
- "How do I [primary use case] online"
For each query, note: is your product mentioned? At what position? Who is mentioned instead?
Run each query three times — AI responses vary between sessions. If your product appears in fewer than 3 out of 15 total responses, you have a significant GEO visibility problem.
Most founders I've talked to are mentioned in 0 to 2 out of 15. That means for every fifteen potential customers who ask AI about their category, thirteen to fifteen find a competitor instead.
The Relationship Between SEO and GEO
I want to be direct about something that causes a lot of confusion: GEO does not replace SEO. They work together.
The single most important thing you can do for GEO is create well-structured, authoritative pages that rank in Google. A page that ranks in the top 10 is dramatically more likely to be cited by AI than one that doesn't. This is why the pages that matter most for GEO — comparison pages, alternative pages, integration pages — are exactly the pages that also drive the highest-intent organic traffic.
This is the core insight behind SaasForge: the same content, built correctly, works for both. You don't need two separate strategies. You need one content strategy that's designed with both in mind.
What "built correctly" means:
- The page answers a specific question directly in the first paragraph
- It has proper heading structure (H1, H2, H3)
- It includes Schema markup so search engines and AI can parse the content
- It has an FAQ section with questions people actually ask in AI tools
- It's linked to from other pages on your site
None of this is technically complex. All of it is consistently skipped by SaaS founders who are focused on building the product rather than making it discoverable.
What to Do in the Next Seven Days
If you've read this far, you're ahead of 77% of marketers who haven't started thinking about GEO at all. Here's what to do with that advantage:
Day 1: Run the GEO check above. Write down exactly where you are. This is your baseline.
Day 2: Register on G2 and Capterra. Both are free. Both are heavily cited by AI models. Fill out the profile completely — category, features, pricing, integrations. This alone improves GEO visibility within two to four weeks.
Day 3–4: Identify your three most important comparison queries. These are "[your product] vs [competitor]" searches. Check if you have a dedicated page for each. If not, that's the highest-priority content to create.
Day 5–7: Add a FAQ section to your pricing page. Include questions like "How much does [product] cost?", "Is there a free trial?", "What's included in the [plan name] plan?" Mark it up with Schema FAQPage markup. AI pulls pricing information directly from pricing pages when they're properly structured.
These seven actions won't make you dominant in AI search overnight. But they'll put you in a position where the work you do on content and SEO starts paying off in AI visibility — instead of disappearing into a black hole.
What Comes Next
GEO is a discipline, not a one-time task. The AI landscape is changing fast — new platforms, new behaviors, new citation patterns. The founders who treat GEO as an ongoing practice rather than a checkbox will compound their advantage over time.
In the next article, I'll cover the specific pages that drive the most AI citations for SaaS products — comparison pages, alternative pages, integration pages, and use case pages — and exactly how to structure them.
If you want to see where your product stands right now, SaasForge runs a full GEO check automatically — 30 queries across ChatGPT, Perplexity, Claude, and Google AI Overviews — and shows you exactly who gets mentioned instead of you.
SaasForge helps SaaS founders become visible in Google and AI search — without needing to understand SEO or GEO themselves. Start free at saasforge.work