DIVISION 04 · AI VISIBILITY
SMAO
Social Media Answer Optimization - shaping the social and community signals that models increasingly draw on when they answer.
- Who it's for
- Brands whose reputation lives in communities, reviews and social threads.
- How it's measured
- Inclusion of favorable social signals in generated answers.
- Typical timeline
- Signal-dependent; steady work with a gradual, durable payoff.
THE APPROACH
What it is
SMAO addresses the social layer of AI answers. Models increasingly weave in community consensus - forum threads, reviews, social discussion - when they answer questions about products and brands. SMAO shapes those signals.
Why it matters
For many buying questions, the model's answer reflects the crowd, not just the brand. If community sentiment about you is thin or negative, the generated answer inherits that. SMAO is how you influence it, honestly.
How we approach it
We map the communities and platforms models draw on for your category, assess current sentiment, and build a legitimate presence and content program that improves the signal - no astroturfing, ever.
What we change
Community engagement, review posture, social content, and the earned discussion that models read as consensus. The work is slow, real and reputation-safe.
How we measure it
Whether favorable, accurate social signals show up in generated answers for your tracked questions - and whether sentiment trends the right way.
What you get
A read on how your social reputation feeds AI answers, and a sustained program to improve it without cutting corners.
QUESTIONS
SMAO, in plain answers
Does SMAO mean posting fake reviews?
No. We never astroturf. SMAO is about earning and surfacing genuine community signal, which is the only kind that holds up over time.
Which platforms matter most?
It depends on your category - we map the specific communities and platforms the models actually lean on for your buyers' questions.
THE OTHER DISCIPLINES
SMAO rarely runs alone. The rest of AI Visibility:
AI SEO
AI Search Engine Optimization
Optimizing a brand's content and structure so it is surfaced, understood and cited by AI search engines - not just ranked by classic ones.
AEO
Answer Engine Optimization
Answer Engine Optimization - structuring content so answer engines can extract, trust and quote it directly in a generated response.
GEO
Generative Engine Optimization
Generative Engine Optimization - improving how generative models represent your brand across the answers they produce, at scale.
LLMO
Large Language Model Optimization
Large Language Model Optimization - the technical and content work that makes a brand's knowledge easy for LLMs to ingest, ground and retrieve.
SEO
Search Engine Optimization
Classic search engine optimization - still the foundation, because the pages that rank are often the sources AI engines cite.
AIO
AI Optimization
AI Optimization - the umbrella discipline covering every surface where an AI system forms an impression of a brand, from the owned site to the third-party corpus models are trained and grounded on.