Social & Influencer Semantics
We create content that builds your brand's semantic signals. Today, social media and influencer marketing act as independent sources validating your offering, values, and positioning in the eyes of language models (LLMs). When multiple channels repeat consistent signals, AI amplifies their weight, building your authority in GPT, SGE, and generative search.
Why you need this
Key Challenges We Solve
Your social media is seen by people but ignored by AI
Language models (ChatGPT, Gemini, SGE) analyse social content to assess who the brand is. If your content is incompatible with AI logic, the brand does not appear in generative responses. We design communication that works simultaneously for audiences and machines.
AI misinterprets what influencers say about you
LLMs build an opinion about the brand based on independent sources. If signals from partners and influencers are conflicting or chaotic, AI presents a blurred image of your company. We organise these signals to ensure the brand image is strong and unambiguous.
Lack of real impact from social media posts and campaigns on sales
A large portion of social media posts is merely an 'aesthetic addition'. From a semantic perspective, social media must strengthen the Brand Knowledge Graph and support Entity Linking. We create communication that fuels GEO and effectively closes conversions.
Content on social media lives its own life, outside of strategy
Publishing random posts without semantic logic is a waste of budget. We design communication that strengthens key brand entities, builds its unique language, and accelerates the customer journey from post to purchase (Post-to-Purchase).
Uncontrolled narrative about the brand circulating online
Without deliberately designed signals, opinions in comments and from influencers create their own, often imprecise narrative. LLMs replicate and amplify it. We take control over how artificial intelligence describes your company.
Low sales results despite high reach
Semantic content works differently: it precisely explains the offering, shortens the purchase path, and reduces unnecessary inquiries. We design content that truly sells because it aligns with the audience's intent and AI logic.
Competitors build authority in LLMs faster
In the world of generative search, standard social media is not enough. If competitors provide more consistent semantic signals, AI will recommend them more often. Social Semantics is a new front in the battle for visibility.
What you get
Deliverables
Semantic signal audit in social media
Analysis of how current communication in social channels affects the brand profile in AI models.
Semantic briefs for influencers
Guidelines and glossaries that enable creators to use language that AI can correctly index and associate with your brand.
Entity validation strategy
Planning content distribution across various channels to create an 'independent confirmation' effect of the brand's value for algorithms.
Designing 'AI-Ready' content
Creating post formats that are saturated with signals building topical authority and positioning consistency.
Semantic scripts and scenarios
Preparing the narrative layer for video (Shorts/Reels), optimised for transcription and analysis by AI engines.
Reputation monitoring in LLMs
Tracking changes in how ChatGPT, Gemini, SGE, and other language models describe the brand under the influence of ongoing social actions.
How it works
Our Process
Analysis of the current semantic footprint
We check how AI interprets your current actions in social media and campaigns with influencers.
Designing key signals
We define concepts, entities, and values that must be 'pushed' into the AI ecosystem through social channels.
Briefing and narrative preparation
We develop communication frameworks and guidelines for your team and external partners.
Distribution and validation
We implement content that acts as 'new backlinks', building a coherent network of evidence for your brand's authority.
Conversion engineering (Post-to-Purchase)
We optimise communication to minimise the path from content contact to purchase decision.
Monitoring and drift correction
We continuously check if AI is decoding the narrative and adjust signals to maintain control over the image.
Why us
Benefits
Social media as an AI visibility generator
Your channels stop being just a posting place and become the foundation of your position in Google SGE and GPT.
Shortening the purchase path
With precise language, the customer understands the offering faster, which directly translates into a lower customer acquisition cost (CAC).
Control over influencer narratives
No more random words from creators. Influencers start speaking in a coherent, 'machine-readable' language of the brand.
Synergy with SEO & GEO
Social media activities actively support website positioning, creating a coherent visibility ecosystem.
For whom
Who benefits most
Global brands
For organisations managing multiple markets and channels, where maintaining a consistent message (Narrative Control) is crucial to prevent AI from replicating conflicting information. We build a central 'semantic brain' for global communication.
Technology companies and Scale-ups (B2B / SaaS)
For innovation leaders who need to 'teach' language models their new product category. We leverage technology influencers as certified sources of knowledge that build the company's authority in the eyes of AI.
Premium and luxury brands
For brands whose reputation is based on exclusivity and precision. We protect the brand from distorting its value through uncontrolled user-generated content (UGC), imposing our narrative on AI.
Marketing and PR departments with large influencer budgets
For companies investing millions in influencers but previously only measuring reach. We turn their campaigns into lasting SEO capital, creating a semantic network that positions the brand in SGE, ChatGPT, Gemini, and other models long after the campaign ends.
Companies in the financial, medical, and legal sectors (YMYL)
For organisations where credibility (E-E-A-T) is currency. We use authoritative voices from the industry to validate the company's entity as a safe and recommended source in critical AI queries.
Questions
Frequently Asked Questions
Ready to get started?