SEO created dependence on Google. GEO creates dependence on AI platforms. The dependency does not disappear. It mutates.
Understanding this mutation is essential because it shapes strategic options. Escaping platform dependency entirely may not be possible. Managing it strategically is.
1. The Dependency Pattern
For twenty years, the pattern was clear: businesses depended on Google for traffic. Google’s algorithm changes could devastate rankings overnight. The relationship was asymmetric, with Google holding all the power.
That dependency created an industry of SEO professionals, tools, and agencies designed to navigate Google’s system. It also created strategic vulnerability. Being too dependent on a single traffic source is a business risk.
The shift to GEO does not eliminate this pattern. It transfers it. Instead of depending on Google rankings, businesses depend on AI citation. Instead of fearing algorithm updates, they fear model retraining.
The power asymmetry may actually increase. Google at least explained some of its ranking factors. AI citation decisions are black boxes.
2. The Enshittification Cycle
Writer Cory Doctorow’s concept of “enshittification” describes how platforms evolve:
First, platforms are good to users to attract them. Then, platforms exploit users to attract business customers. Finally, platforms exploit everyone to extract maximum profit before collapsing.
Google’s trajectory fits this pattern. Early Google prioritized user experience and organic results. Over time, Google added more ads, more features that keep users on Google, more extraction of value from the ecosystem.
AI platforms will likely follow similar trajectories. Today’s ChatGPT or Perplexity may prioritize user experience and fair citation. Tomorrow’s versions may prioritize revenue extraction.
Betting your business on any platform’s current behavior is betting against the enshittification cycle.
3. The Dark Forest Theory
Yancy Strickler’s “Dark Forest Theory” of the internet suggests that public internet spaces become increasingly hostile and exploited, driving authentic activity into private spaces.
Evidence for this theory: the rise of private communities, newsletters, Discord servers, and paywalled content. Creators retreat from platforms where their content is exploited without compensation.
GEO operates in the public forest. Content optimized for AI citation must be publicly accessible for AI systems to find. This creates a tension: public content is vulnerable to exploitation, but GEO requires public presence.
The strategic response may be tiered: public content for GEO and discoverability, private content for relationship building and community.
4. The Agentic Web Horizon
The next phase of AI is agentic: AI systems that take actions on behalf of users, not just provide information.
An agentic AI might book your restaurant reservation, purchase products, schedule services, all without the user visiting any website.
If this becomes widespread, the entire concept of website traffic becomes obsolete for many business types. The AI is the customer interface. Your job is to be the provider the AI selects.
This is platform dependency at maximum intensity. Your business operates inside the AI’s ecosystem. Visibility is entirely controlled by AI decisions.
We are not there yet. But planning should account for this trajectory.
5. The Multi-Platform Hedge
One response to platform dependency: diversification.
In SEO, this meant not depending solely on Google: invest in social, in email, in direct traffic sources.
In GEO, this means not depending on a single AI platform. Optimize for ChatGPT and Perplexity and Claude and Gemini. Accept that each has different characteristics, and none is stable.
Multi-platform presence does not eliminate dependency. It spreads it. If one platform changes unfavorably, you are not wiped out.
The cost: each platform requires separate tracking, potentially different optimization strategies, and higher total effort.
6. The Owned Audience Strategy
The only genuine hedge against platform dependency is owned audience.
Email lists: Subscribers you can reach directly without platform permission.
Community membership: Forums, groups, or communities you control.
Direct relationships: Customers who know you and return without platform intermediation.
Platform traffic and AI citation drive awareness. Owned audience converts awareness into relationship.
The strategic sequence: use GEO to drive citation and awareness, capture that awareness into owned channels, reduce dependency over time by building direct audience.
This is not new advice. It is more urgent advice. As platforms extract more value, owned audience becomes the only stable asset.
7. The Four-Layer Stack
A complete post-SEO strategy has four layers:
Layer 1: Cash Flow (Residual SEO) Maintain SEO for transactional queries that still drive revenue. This is not growth strategy. It is protecting existing revenue while it lasts.
Layer 2: Influence (GEO) Optimize for AI citation to maintain influence in how your category is discussed. This replaces top-of-funnel awareness that SEO used to provide.
Layer 3: Identity (Entity) Build entity recognition that makes your content citable and your brand recognizable across platforms.
Layer 4: Ownership (Direct Audience) Convert platform-driven attention into owned relationships that do not depend on any platform’s decisions.
Organizations that build all four layers have strategic resilience. Organizations with only Layer 1 are on borrowed time.
8. The Uncomfortable Truth
Platform dependency is structurally unavoidable for most businesses. You need to be found. Being found requires platforms. Platforms are controlled by others.
The question is not how to achieve independence. It is how to manage dependence wisely.
Wise management means: diversify across platforms, invest in owned audience, avoid over-investment in any single platform’s current features, and maintain strategic flexibility.
Unwise management means: going all-in on the current dominant platform, ignoring emerging alternatives, neglecting owned audience building, and assuming today’s rules are tomorrow’s rules.
The Real Conclusion
The shift from SEO to GEO changes which platforms you depend on. It does not change the fact of dependence.
Strategic clarity means accepting this and planning accordingly. Build GEO capability for current AI platforms. Build owned audience for platform-independent resilience. Build entity for recognition across whatever platforms emerge next.
The platforms will change. The dependency pattern will not. Manage it or be managed by it.
The only sustainable moat is an audience that knows you by name and chooses you directly. Everything else is rented.
Sources:
- Cory Doctorow: “Enshittification” concept and analysis
- Yancy Strickler: “The Dark Forest Theory of the Internet”
- Platform economics research: Various academic and industry studies
- Agentic AI development: OpenAI, Anthropic, Google AI research announcements
- Direct audience strategy: Marketing industry best practices