SEO · GEO · SSO
New questions.
Solid foundations.
Search is changing. Useful information, technical accessibility, and credible evidence still deserve your attention.
01 / THE COMPARISON
Different perspectives.
Connected work.
| Approach | Primary focus | Typical work | What to observe |
|---|---|---|---|
| SEO | Discovery through search engines | Technical accessibility, helpful content, relevant internal links, site structure | Search visibility, useful visits, conversions |
| GEO | Information in generative search experiences | Source clarity, answer accuracy, relevant evidence, observation of citations | Sampled mentions and citations, accuracy, referrals |
| SSO · our framework | Business understanding across increasingly capable discovery systems | SEO foundations plus product facts, company consistency, evidence ownership, buyer workflows | Information quality, repeatable observations, inquiry quality, operational effort |
These categories overlap. The table is a practical comparison, not an official taxonomy. SSO is our framing of connected work; it does not replace a search platform’s own guidance or establish a new technical standard.
02 / WHAT STAYS
Keep what already
helps your buyers.
Your website still needs to work. Important pages should load, internal links should be usable, and meaningful information should be available in text. A product page should give visitors a clear path from specification to supporting documentation and inquiry.
Existing SEO work may already address much of this. An SSO assessment should recognize that work and identify a specific additional contribution. A new acronym is not a reason to repeat a completed audit.
The shift in emphasis is toward evaluation: which facts help a system or person understand whether a supplier fits a requirement? Those facts may live outside the marketing team’s usual content process. Engineering, product management, and sales can therefore become important contributors.
The resulting work can be very concrete: reconcile product identifiers, publish an accurate capability summary, clarify the status of a certification, or connect an application page to its source documentation.
03 / AVOID THE DETOURS
No special shortcut.
No guaranteed answer.
Does adding structured data guarantee AI visibility?
Should we rewrite everything for AI?
Should we replace our SEO agency?
Do we need an llms.txt file?
Read the platform perspective: Google’s guide to optimizing for generative AI search.
THE NEXT CONVERSATION
Your expertise.
Easier to discover.
Let’s look at what buyers can find, what they can verify, and where your information gets in the way.