Generative Engine Optimisation Agency in Climax

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Climax-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 Climax 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 Climax 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 is the practice of structuring your brand's content, entity data, and third-party citation footprint so that AI platforms – specifically LLMs like those powering ChatGPT, Perplexity, and Google AI Overviews – name your business when generating answers to buyer queries. LLMs decide what to cite based on a combination of factors: how well your brand is represented in structured data and knowledge graphs, how frequently credible third-party sources mention you in relevant contexts, and how clearly your content answers the specific questions buyers are asking. For a Climax business – whether in agricultural supply, industrial contracting, logistics, or professional services – this matters because a growing share of B2B purchasing decisions now begin with an AI query rather than a Google search. When a procurement manager at a Kalamazoo County manufacturer asks ChatGPT for vendor recommendations, the AI generates a shortlist. If your business lacks the citation infrastructure that LLMs look for, you are simply not on that list. GEO builds that infrastructure systematically, ensuring your brand appears in the AI-generated answers your buyers are already relying on to make vendor decisions.

Most Climax clients on the BAMS Digital GEO programme see their first measurable AI citations within six weeks of programme launch. The timeline breaks down into specific stages. During weeks 1 and 2, we conduct the full audit: mapping 200+ buyer queries relevant to your Climax industry category, identifying entity gaps, and benchmarking your current citation frequency against competitors in Kalamazoo County. During weeks 3 and 4, we build and deploy the structured content assets and entity graph corrections that provide LLMs with the information architecture needed to identify and cite your brand. During weeks 5 and 6, we activate off-site citations in the third-party sources that ChatGPT, Perplexity, and Google AI Overviews actively reference, which is typically when the first verified citations appear in our monitoring dashboard. From week 7 onward, citation frequency grows as content authority compounds and additional off-site mentions increase Brand Mention Velocity. The six-week timeline is a conservative benchmark – some clients in lower-competition Climax industry categories see citations earlier, while highly competitive national categories may take slightly longer to show volume.

SEO and GEO target fundamentally different systems with different ranking signals. SEO improves your position in a list of links returned by Google or Bing when a user enters a keyword search. The signals that drive SEO performance include backlink authority, keyword relevance, page speed, and on-site technical factors. GEO determines whether an AI platform names your brand in a conversational answer – and the signals LLMs use to make that decision are entirely different. They include entity graph clarity (how well structured data defines who you are and what you do), citation density in sources that AI training data draws from, content structure that allows LLMs to extract and attribute specific claims, and the frequency with which your brand appears in relevant third-party publications and directories. A Climax agricultural equipment supplier could have a perfectly optimised Google presence – page one rankings, fast site, clean technical SEO – and still be completely absent from the answer ChatGPT generates when a buyer asks for vendor recommendations. This is not a hypothetical; it is the current situation for the majority of Climax B2B businesses. GEO addresses the citation layer that SEO does not touch, making the two practices complementary rather than competing.

BAMS Digital optimises Climax business citations across five major AI platforms, each with distinct logic. ChatGPT – the most widely used AI assistant with over 100 million weekly active users – generates vendor recommendations based on entity data, training sources, and structured content; we build the content architecture and third-party mentions that cause ChatGPT to include your business in relevant answers. Perplexity operates as an AI search engine that actively cites sources in real time; we ensure your brand appears in the source documents and directories Perplexity pulls from when answering B2B queries. Google AI Overviews appears directly in Google search results for commercial queries and draws from Google's knowledge graph and indexed content; we optimise your entity presence and structured data specifically for this surface. Gemini, Google's AI assistant, uses similar knowledge graph signals with additional weighting toward Google Business Profile data and structured schema – both of which we address in the entity graph construction phase. Microsoft Copilot, integrated into Microsoft 365 and Bing, is increasingly used in procurement workflows; we optimise for Bing-indexed sources and the structured data formats Copilot references. Each platform receives tailored optimisation rather than a one-size approach.

The free GEO audit BAMS Digital provides to Climax businesses delivers five specific outputs within 48 hours. First, an AI Citation Baseline Report: we run your brand name and relevant keyword combinations through ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot across multiple query types, documenting exactly how often and how accurately you are cited – including cases where you are misrepresented or absent. Second, a 200-Query AI Search Map: we identify the specific questions your Climax B2B buyers are entering into AI platforms when researching vendors in your category, covering agricultural, industrial, logistics, and professional service queries relevant to Kalamazoo County. Third, an Entity Gap Analysis: we identify the specific structured data, schema, and knowledge graph mismatches that prevent LLMs from citing you reliably. Fourth, a Competitor Citation Benchmark: we document how frequently your top three to five competitors in the Climax and southwest Michigan market are being cited, and in which contexts, so you can see the specific gap you need to close. Fifth, a prioritised Action Plan with concrete steps ranked by expected citation impact, with estimated timelines. No commitment is required to receive the audit.

Yes – and this is one of the areas where GEO offers a structural advantage that SEO often does not. Large national agricultural suppliers have significant domain authority and marketing budgets that make competing on traditional Google rankings difficult for a Climax-based local or regional supplier. However, LLMs like ChatGPT do not automatically favour larger brands when generating answers to locally or regionally specific queries. When a farm manager asks ChatGPT "which grain bin installation company serves Climax Township Michigan," the AI is looking for entity-specific information about geographic service areas, structured content that addresses that exact question, and citations in agricultural industry sources – not raw domain authority. A Climax-based agricultural supplier that builds the correct entity graph, structures content around specific crop inputs, equipment categories, and service geographies common to Kalamazoo County, and earns citations in agricultural directories and trade publications can appear in AI answers ahead of national brands that have not invested in GEO. BAMS Digital has delivered this outcome for regional suppliers in comparable markets, and the 90-day programme is specifically designed to build that locally targeted citation authority within a timeframe where the competitive window in the Climax market is still open.

BAMS Digital offers three monthly plans for Climax B2B businesses, each covering a different scope of GEO activity. The Starter plan at $1,490 per month includes the initial AI citation audit, entity gap corrections, and up to four structured content assets per month optimised for LLM citation, with monthly citation tracking across three AI platforms – suited to smaller Climax businesses in a single service category looking to establish a baseline AI presence. The Growth plan at $2,990 per month expands to eight content assets per month, full entity graph construction, off-site citation building in up to 15 authoritative sources per month, citation tracking across all five major AI platforms, and a monthly Share of AI Voice report benchmarking you against three named competitors in the Kalamazoo County market – this is the plan most Climax B2B businesses in competitive categories choose. The Authority plan at $5,990 per month includes 16 content assets per month, aggressive off-site citation campaigns across 30+ sources, dedicated entity management, weekly citation monitoring, competitor displacement analysis, and a quarterly strategy review with Alisa Bolokhovets directly – designed for Climax businesses seeking market-wide AI citation dominance in their category. All plans include the free audit before any commitment is made.

GEO and SEO are complementary disciplines that address different buyer touchpoints, and running both simultaneously produces better outcomes than either alone for Climax businesses. Your existing SEO programme captures buyers who open Google and click on search results – still a significant portion of B2B research. GEO captures the growing segment of buyers who ask AI tools for vendor recommendations and act on the AI-generated answer without ever clicking through to a search results page. The two programmes share some content infrastructure: well-structured, authoritative content that earns AI citations tends to also support SEO rankings because it signals expertise and entity clarity. However, the off-site citation sources GEO targets – structured data repositories, AI-training-adjacent publications, and knowledge graph sources – are different from the backlink targets a typical SEO programme pursues. BAMS Digital coordinates with your existing SEO agency or internal team to ensure the two programmes do not conflict, and in many cases the entity graph and structured content work done for GEO produces measurable improvements in SEO performance as a secondary effect. We have documented this outcome across multiple clients in manufacturing and professional services categories comparable to the Climax market.

BAMS Digital tracks GEO performance for Climax clients using three primary metrics. AI Citation Frequency measures how often your brand is named across a defined set of 200+ buyer queries run through ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot each week – expressed as a citation rate percentage that increases over the programme duration. Share of AI Voice measures your citation frequency relative to your top three to five competitors in the Climax and Kalamazoo County market, showing whether you are gaining or losing ground in AI-generated vendor shortlists in your specific industry category. Brand Mention Velocity tracks the rate at which new third-party sources mention and cite your brand in contexts relevant to your B2B service category, which is the leading indicator that predicts future citation frequency growth. All three metrics are reported in a monthly dashboard delivered to the client, with commentary on what changed and what actions are being taken in response. Clients also receive alerts when significant citation appearances occur – for example, if your brand begins appearing consistently in ChatGPT answers for a high-value query category in the Climax agricultural or industrial sector.

Three factors distinguish BAMS Digital from both SEO agencies offering GEO add-ons and newer GEO-focused competitors. First, the agency launched in 2024 as a GEO-native operation, meaning every process, tool, and methodology was built specifically for AI citation optimisation rather than adapted from SEO practices – this matters because the underlying logic of LLM citation is fundamentally different from search ranking, and agencies adapting SEO frameworks frequently optimise for the wrong signals. Second, the programme is led by Alisa Bolokhovets, MBA from the University of Edinburgh, whose academic grounding in information systems and AI behaviour informs a methodology that is documented, testable, and consistently applied across all 500+ client brands. Third, the results record is specific and verifiable: 5,200+ AI citations delivered, 212% average lead increase for Growth and Authority plan clients, and a six-week timeline to first measurable citations – figures that reflect actual client outcomes in industries directly comparable to the Climax B2B market, not projected estimates.