Your customers are asking AI for answers. Are they discovering your brand?
The way people search is changing. Instead of relying exclusively on Google search results, customers are increasingly turning to ChatGPT, Google Gemini, Perplexity to research products, compare services, evaluate businesses, and make informed decisions.
HansaCequity helps brands improve their visibility across these AI-powered platforms through Generative Engine Optimisation (GEO). We combine SEO, AI-focused content optimisation, brand authority, and LLM visibility analysis to help your business become more discoverable, relevant, and reference-worthy when AI generates answers to customer queries.
Be the brand AI can find, understand, and confidently reference.
The Problem
Imagine a potential customer asking ChatGPT to recommend the best providers in your industry. Or asking Gemini to compare competing products. Or using Perplexity to research a solution before making a purchase.
If your brand is missing from these responses, you could be missing opportunities to influence consideration and discovery.
Traditional SEO rankings do not automatically translate into visibility across LLMs (Large Language Models) and AI-powered search experiences. Even established brands can be overlooked when their content lacks relevant coverage, their expertise is difficult to establish, or their digital information is fragmented across sources.
The challenge: Your brand may be visible on Google but underrepresented in the AI-generated answers shaping your customer's decisions.
01
Your brand does not consistently appear for relevant questions asked on ChatGPT, Gemini, and other AI platforms.
02
AI systems may have insufficient clear, consistent, or corroborated information to represent your brand accurately.
03
Competing brands may be mentioned or cited in AI responses while your business remains absent.
The opportunity is to extend your brand's visibility beyond search rankings and into AI-driven discovery.
Our Idea
At HansaCequity, we believe digital discoverability must evolve with customer behaviour.
Our idea is simple: help brands earn greater visibility in the AI-generated answers that
influence research, comparison, and purchase decisions.
Through GEO, we identify the questions your customers ask AI platforms, assess whether your
brand appears in the responses, understand which competing brands are being referenced, and
uncover the content and authority gaps that may be limiting your visibility.
We then turn those insights into a structured optimisation strategy designed to improve your
brand's eligibility to be discovered, mentioned, and cited.
Understand how your brand is represented when users ask relevant questions and seek recommendations through ChatGPT.
Identify opportunities to strengthen your brand's presence across Gemini's AI-powered discovery experiences.
Assess brand mentions and citations in answer-led research experiences.
Evaluate relevant opportunities across additional AI assistants based on your audience, industry, and business objectives.
Visibility varies by query, platform, user context, and available sources. Our objective is to improve the underlying signals and content that support discoverability—not promise guaranteed inclusion in AI responses.
Our Solution
HansaCequity brings together research, content, technical optimisation, digital authority, and performance measurement to build a focused GEO strategy.
We establish how your brand currently appears across ChatGPT, Gemini, Perplexity, and other relevant AI platforms.
We evaluate priority queries, brand mentions, citations, competitor representation, and the accuracy of information presented about your business.
Baseline LLM visibility assessment
Priority prompt and query benchmarking
Competitor visibility analysis
Brand representation and citation gap assessment
We identify the questions, comparisons, recommendations, and problem-led prompts your audience uses when interacting with AI assistants.
Rather than focusing exclusively on keywords, we map conversational queries across discovery, consideration, and decision-making.
Industry-specific AI prompt universe
Audience question and intent mapping
High-priority query opportunities
Competitor and content gap analysis
We optimise existing pages and develop relevant content that directly addresses the questions your audience is asking.
This includes service pages, product pages, comparison content, FAQs, expert resources, and supporting articles. Content is structured to communicate clear answers, meaningful context, and credible information.
LLM-oriented content strategy
Answer-led content and FAQ development
Topic coverage and content gap optimisation
Clear, consistent, factually grounded brand messaging
AI systems need reliable information to understand who your business is, what it offers, and which topics it is relevant to.
We strengthen your brand's digital information footprint through consistent business details, clearly defined offerings, relevant third-party references, expert content, and appropriate authoritative sources.
Brand entity and information consistency review
Digital authority opportunity mapping
Relevant third-party source assessment
Brand expertise and topical authority development
We assess the technical foundations that help search systems access and interpret your website.
This includes crawlability, indexability, internal linking, structured data where appropriate, information architecture, and the accessibility of important content.
Technical SEO and accessibility audit
Content architecture recommendations
Structured data assessment
Prioritised website optimisation roadmap
We continuously evaluate how your brand performs across a defined set of relevant prompts and AI platforms.
We monitor changes in brand mentions, citations, competitor presence, response accuracy, and priority-query visibility, using a consistent methodology to identify improvement opportunities.
ChatGPT and Gemini visibility tracking
Perplexity and other selected LLM assessments
Brand mention and citation monitoring
Competitor benchmarking and periodic reporting
Ongoing content and optimisation recommendations
Our Approach
Audit your brand's current visibility across ChatGPT, Gemini, Perplexity, and other selected AI platforms.
Find the prompts, topics, competitors, and content gaps that matter most to your business.
Strengthen your content, website foundations, brand information, and relevant digital authority signals.
Track visibility, mentions, citations, and competitor representation across the selected platforms and query set.
Use the findings to refine content and prioritise the next set of opportunities.
GEO is an ongoing process. AI platforms change, responses vary, and visibility must be assessed consistently over time.
The Outcome
GEO is designed to strengthen your brand's discoverability across the AI-powered platforms your customers increasingly use.
01 / DISCOVERABILITY
Improve the opportunity for your brand to appear in relevant responses on ChatGPT, Google Gemini, Perplexity and other selected AI experiences.
02 / RELEVANCE
Identify and address the gaps that may prevent your brand from being considered when users ask AI systems for solutions, providers, or product recommendations.
03 / AUTHORITY
Develop useful, well-supported content and strengthen your digital presence to improve the opportunity for your website and other relevant sources to be referenced by AI systems.
04 / COMPETITIVE EDGE
Understand which competitors appear for priority prompts, where they are referenced, and which opportunities your brand can pursue.
05 / BRAND CLARITY
Improve the consistency and quality of information about your business, products, services, and expertise across relevant digital sources.
06 / SMARTER INVESTMENT
Use measurable visibility insights to prioritise content development, SEO improvements, authority-building activities, and ongoing optimisation.
The ultimate outcome: A more discoverable brand across traditional search and AI-powered discovery, supported by a measurable strategy rather than guesswork.
GEO can support consideration and referral traffic opportunities, but mentions, citations, traffic, leads, and revenue are distinct outcomes and should be measured separately.
Why HansaCequity for GEO?
GEO requires more than adding keywords or publishing AI-generated content. It calls for a coordinated understanding of search behaviour, content quality, brand authority, technical foundations, and how AI platforms represent information.
HansaCequity brings these capabilities together to help brands navigate the shift from traditional search to LLM-driven discovery.
Our approach combines:
We help brands move from asking whether they appear in AI search to understanding where they are visible, where they are missing, and what to do next.
Frequently Asked Questions
Generative Engine Optimisation is the practice of improving a brand's discoverability and representation across AI-powered search and answer experiences. It combines content optimisation, technical SEO, brand authority, and visibility analysis to improve the opportunities for a brand to be surfaced, mentioned, or cited in AI-generated responses.
GEO can help improve the underlying content, discoverability, and information signals relevant to your brand's presence on ChatGPT and Gemini. However, neither platform guarantees that a particular brand will appear in a response. Results depend on the query, platform behaviour, available information, and other contextual factors.
The GEO strategy can assess ChatGPT, Google Gemini, Perplexity and other relevant AI-powered discovery platforms. The final platform mix is determined by your audience, market, business objectives, and the measurement capabilities available.
SEO primarily focuses on improving visibility in traditional search engine results. GEO extends the focus to brand representation, mentions, and citations in AI-generated responses. Both disciplines overlap in areas such as content quality, technical accessibility, and digital authority, so an integrated strategy is generally more effective than treating them as competing approaches.
LLM visibility refers to how frequently and accurately a brand appears in responses generated by Large Language Model-powered experiences for a defined set of relevant queries. It may include brand mentions, recommendations, citations, and competitor comparisons. It is best measured using a consistent set of prompts and platforms.
HansaCequity can identify visibility gaps and implement relevant content, technical, and authority improvements intended to strengthen discoverability. Brand mentions remain dependent on how ChatGPT responds to particular prompts and the information available to it, so specific mention volumes cannot be guaranteed.
We establish a baseline using selected platforms and priority queries, then assess brand mentions, citations, competitor representation, and response accuracy over time. Where relevant, we also analyse website referral traffic and business outcomes. AI responses may vary, so comparisons should use a documented, repeatable measurement methodology.
There is no fixed timeline. Results depend on your existing SEO performance, brand authority, website content, competition, technical foundations, and the platforms being evaluated. An initial audit helps establish a baseline and prioritise improvements, while subsequent assessments help determine whether visibility is changing.
Yes. B2B brands can focus on queries involving industry expertise, business solutions, vendors, and comparisons. B2C brands can focus on product discovery, recommendations, reviews, and purchase-related questions. The prompt universe and content strategy should reflect the audience's decision-making journey.
No. GEO cannot guarantee recommendations, rankings, mentions, or citations on ChatGPT, Gemini, or any other AI platform. The objective is to strengthen the quality, relevance, accessibility, and credibility of your digital presence and measure the resulting visibility opportunities.
No. Traditional SEO remains an important foundation for digital discoverability. GEO complements SEO by extending the strategy to AI-generated responses, conversational queries, and platform-specific visibility assessment.
No. GEO is an ongoing optimisation discipline. AI platforms evolve, competitors update their content, and responses change over time. Periodic visibility assessments, content refinement, and performance analysis help maintain a relevant strategy.
Get Started
Your next customer could be researching your industry on ChatGPT, comparing providers through Gemini, or exploring solutions on Perplexity. Make sure your digital strategy is prepared for that journey.
Partner with HansaCequity to assess your LLM visibility, uncover GEO opportunities, and build a data-led strategy for AI-powered discovery.