Generative Engine Optimisation Agency in Melvern

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Melvern-relevant queries. Citation map, competitor benchmark, and prioritised action plan delivered before any execution begins.

Week 2–3

Strategy Build

Custom GEO roadmap for your Melvern market: content gaps, entity priorities, platform targets, and a 90-day sprint plan presented for sign-off before execution.

Week 3–6 · First results

Content & Technical

Schema deployment, FAQ architecture, page restructuring, and author signals. First measurable AI citations typically appear here – within 6 weeks of project start.

Week 6–10

Authority Building

Brand mentions, editorial citations, and structured placements in authoritative sources that LLMs use as credibility proxies for Melvern brands.

Month 3+ · Ongoing

Monitor & Scale

Monthly AI Share of Voice reports. Continuous optimisation, new platform expansion, and ongoing citation rate improvement across all major AI platforms.

Generative Engine Optimisation (GEO) is the practice of structuring your brand's content, entity data, and off-site presence so that Large Language Models (LLMs) – the AI systems powering ChatGPT, Perplexity, Google AI Overviews, and similar tools – cite your business by name when buyers ask relevant questions. LLMs do not rank pages the way Google does. They generate answers by drawing on entities they recognize as credible and well-corroborated across multiple authoritative sources. If your brand lacks consistent structured data, clear entity signals, and mentions in publications that LLMs weight during retrieval, you will simply not appear in those generated answers. For a Melvern business – whether you supply agricultural inputs to Lyon County cooperatives, provide logistics coordination across rural Kansas, or offer professional services to local B2B buyers – this matters because 68% of B2B buyers are now using AI tools to shortlist vendors before they contact anyone. A buyer asking ChatGPT "who are the best equipment suppliers near Melvern Kansas" and not seeing your brand named will, in most cases, never reach out. GEO is the discipline that changes that outcome by building the citation signals that cause LLMs to name your business consistently.

Based on BAMS Digital's programs across 500+ brands, Melvern businesses typically see first measurable AI citations within six weeks of program launch, following a structured three-phase process. In weeks one and two, we run the full GEO audit: testing more than 200 buyer queries relevant to your specific category – agricultural supply, logistics, construction, professional services, or manufacturing – across ChatGPT, Perplexity, and Google AI Overviews. We identify every entity gap, content deficiency, and competitor citation advantage driving your current absence. In weeks three and four, we implement the content architecture and entity infrastructure: restructured site pages using buyer question formats, schema markup, knowledge-panel signals, and initial off-site mention placements in trade publications and directories that LLMs index during retrieval-augmented generation. By weeks five and six, those signals reach sufficient density that LLMs begin including your brand in relevant generated answers. From week seven onward, the program scales the off-site citation volume and monitors Share of AI Voice weekly, with reporting delivered monthly showing citation frequency growth and competitor movement in your Melvern category.

Search Engine Optimisation (SEO) improves where your web pages rank in Google's index for specific keywords – it works by accumulating ranking signals like backlinks, page authority, and keyword relevance that Google's algorithm weighs to determine position. GEO operates on an entirely different logic. LLMs do not rank pages; they generate answers by recognizing credible named entities and drawing on corroborated information from multiple trusted sources. A Melvern grain equipment dealer ranked first on Google for "grain conveyors Lyon County" may still be completely absent when a buyer asks ChatGPT the same question conversationally, because the LLM generating that answer is not consulting Google's index in real time – it is drawing on entity data, structured content signals, and retrieval-augmented sources that reflect a different authority framework entirely. SEO rankings and AI citations are generated by different systems using different inputs. GEO requires building entity graphs, structuring content to match conversational query patterns, and securing off-site mentions in publications that LLMs actively weight – none of which are standard outputs of an SEO program. BAMS Digital treats GEO and SEO as complementary but structurally separate disciplines.

BAMS Digital builds and monitors AI citation presence across five major platforms, each of which operates with a distinct citation logic. ChatGPT – the most widely used AI tool in B2B research as of 2024, with GPT-4o drawing on retrieval-augmented sources alongside training data – weights entity consistency and the presence of your brand in authoritative third-party content. Perplexity operates as a real-time retrieval engine that cites sources directly, meaning off-site mentions in indexed publications produce faster citation results; it is particularly active among technical and procurement buyers. Google AI Overviews appear at the top of Google search results and draw on Google's Knowledge Graph alongside web retrieval, making structured schema markup and entity consistency critical for Melvern businesses that want to appear there. Gemini, Google's underlying AI model, powers AI Overviews and Google Workspace integrations and follows a similar entity-recognition framework. Microsoft Copilot, integrated into Microsoft 365 and Bing, surfaces brand citations for buyers using enterprise Microsoft environments – relevant for Melvern B2B buyers in professional services and manufacturing contexts. We track your Share of AI Voice across all five platforms weekly and report citation frequency by query category.

The free GEO Audit delivered to Melvern businesses within 48 hours of submission contains five specific outputs. First, a query coverage report: we test more than 200 buyer queries relevant to your industry category across ChatGPT, Perplexity, and Google AI Overviews, documenting every instance where competitors are cited and your brand is absent. Second, an entity gap analysis: we identify which structured data signals – schema markup types, Knowledge Graph entries, NAP consistency across directories – your brand is missing that prevent LLMs from recognizing you as a credible named entity. Third, a content audit: we score your existing web pages against the citation criteria used by the five major AI platforms, identifying pages that could generate citations with targeted restructuring versus pages that require new content creation. Fourth, a competitor benchmark: we map which brands in your Melvern category are currently being cited in AI answers, how frequently, and which content and off-site signals are driving those citations. Fifth, a prioritized 30-day action plan listing specific content, schema, and off-site steps ranked by expected citation impact for your specific market. The audit requires no commitment and is completed within 48 hours of your request.

Lyon County's agricultural economy – covering crop production, livestock operations, and the input supply chains that serve them – generates a specific pattern of B2B purchasing behavior that is directly affected by AI adoption. Procurement managers at county cooperatives, farm supply distributors, and grain elevator operators are increasingly using ChatGPT and Perplexity to research vendors for fertilizer, seed, crop protection products, grain handling equipment, and agricultural financing. The query patterns they use are highly specific: "bulk anhydrous ammonia suppliers near Melvern Kansas," "grain dryer service contractors Lyon County," or "agricultural lenders serving eastern Kansas cooperatives." LLMs generating answers to these queries draw on entity data and corroborated content from agricultural trade publications such as Ag Web, Farm Progress, and DTN Progressive Farmer, as well as structured directory sources like the Kansas Department of Agriculture's vendor registries. If your business is not mentioned in these specific publications and directories, you will not appear in AI-generated answers to these queries regardless of your operational history or local reputation. BAMS Digital builds citation strategies specific to the agricultural trade publication ecosystem and the query patterns that Lyon County buyers actually use – not generic content that fails to match the retrieval patterns of agriculturally-focused LLM queries.

BAMS Digital offers three GEO program tiers for Melvern businesses, each priced to reflect the scope of citation building required. The Starter program at $1,490 per month covers one primary buyer category, a content audit and initial entity graph build, schema markup implementation across up to 10 pages, monthly off-site mention placements in five to eight authoritative publications, and monthly reporting on AI Citation Frequency across ChatGPT and Perplexity. This tier suits Melvern businesses with a single service line and a defined local buyer audience. The Growth program at $2,990 per month expands to three buyer categories, increases off-site mention placements to 15 to 20 publications per month including trade-specific outlets relevant to agricultural and industrial sectors, adds Google AI Overviews and Gemini to the monitoring stack, and includes bi-weekly reporting with competitor Share of AI Voice benchmarking. The Authority program at $5,990 per month is designed for Melvern businesses competing across multiple product or service lines and regional geographies. It includes full entity graph management, 30 to 40 off-site placements per month across all five major AI platforms, weekly monitoring, and a dedicated account strategist. All programs include the free 48-hour GEO Audit before commitment.

GEO and SEO address different buyer touchpoints and use different signal systems, but they can run simultaneously without conflict and in many cases produce reinforcing effects. Your existing SEO program generates rankings in Google's traditional index – which remains important for buyers who conduct conventional keyword searches. GEO builds the entity and citation signals that cause LLMs to name your brand in AI-generated answers – which is where an increasing share of B2B buyer research now begins. The content assets created for GEO – structured FAQ pages, comparison content, entity-rich brand descriptions – also tend to perform well in traditional SEO because they are organized around specific buyer questions and supported by off-site mentions. Conversely, existing SEO backlinks to authoritative publications can support GEO if those publications are also indexed by LLMs during retrieval. The key distinction is that GEO requires additional content architecture, schema types, and off-site placement in publications that SEO programs do not typically prioritize. BAMS Digital audits your existing SEO foundation during the initial GEO audit to identify which existing assets can be adapted for AI citation purposes and where new infrastructure is required, so Melvern businesses do not duplicate effort across the two programs.

BAMS Digital measures GEO performance using three primary metrics that reflect what buyers actually experience when they use AI tools. AI Citation Frequency measures how often your brand is named in AI-generated answers across a defined set of buyer queries relevant to your Melvern category – tested weekly across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot. Share of AI Voice measures what percentage of the total AI-generated answers in your category name your brand versus competitors, giving a relative position rather than an absolute count. Brand Mention Velocity tracks the rate at which new off-site mentions of your brand are appearing in publications indexed by LLMs, serving as a leading indicator of future citation frequency growth. Monthly reports for Melvern clients include all three metrics with trend lines, a competitor benchmark table, and a query-level breakdown showing which buyer questions your brand is answering and which remain gaps. Where website analytics allow attribution, we also track traffic and lead volume from AI-referred sessions to connect citation growth to commercial outcomes.

Most agencies offering GEO services in 2024 and 2025 have adapted their existing SEO frameworks to include AI-related deliverables – typically adding schema markup or rephrasing existing content without building the entity graph and off-site citation infrastructure that LLMs actually use to determine what to cite. BAMS Digital was founded in 2024 as a GEO-native agency, meaning our entire service architecture was built from the ground up around how ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot ingest and cite brand information. Alisa Bolokhovets, who leads the agency with an MBA from the University of Edinburgh, has directed GEO strategy for over 500 brands and built more than 5,200 verified AI citations across B2B categories that include agricultural supply, industrial manufacturing, logistics, and professional services – all sectors directly relevant to the Melvern market. Our reporting framework measures AI Citation Frequency and Share of AI Voice rather than keyword rankings, ensuring that what we report reflects the outcomes Melvern buyers actually see when they ask AI tools for vendor recommendations.