Generative Engine Optimisation Agency in Elsmore

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Elsmore-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 Elsmore 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 Elsmore 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 mentions so that AI systems like ChatGPT, Perplexity, and Google AI Overviews cite your business when generating answers to buyer queries. LLMs do not search the web in real time the way Google does – they retrieve information from training data and live retrieval pools that prioritise sources with clear entity relationships, corroborated facts, and structured answer formats. For an Elsmore business, this means that when a buyer in Pittsburg or Fort Scott asks ChatGPT "who are reliable agricultural input suppliers in Allen County Kansas," the AI generates an answer from its citation pool. If your business has not been optimised for that pool – regardless of how good your Google ranking is – you will not appear. The practical consequence is that you lose the inquiry before the buyer ever visits your website, calls your office, or requests a quote. GEO closes that gap by making your brand machine-readable, attributable, and citation-worthy across every major AI platform a B2B buyer is likely to use in 2025.

The timeline to first measurable AI citations for Elsmore clients is typically six weeks from the start of the programme. Here is how that breaks down by stage. Weeks one and two are dedicated to the full GEO audit: we run 200+ AI queries specific to your industry and location, identify your current citation frequency across ChatGPT, Perplexity, and Google AI Overviews, and map the entity and content gaps preventing citation. Weeks three and four cover the build phase: structured answer content is produced, existing website pages are restructured for LLM extractability, and off-site citation placement begins in relevant trade directories and industry publications. By weeks five and six, the first citations typically appear – most often in Perplexity and Google AI Overviews for lower-competition queries specific to Elsmore and Allen County. Weeks seven through twelve see citation velocity increase as entity authority compounds across platforms, with ChatGPT citations typically emerging for mid-competition queries by week eight or nine. By day 90, all major platforms should be returning your brand for at least the primary query set identified in the audit. Results vary by industry competitiveness and existing content baseline, but the six-week first-citation benchmark has held across more than 500 brands.

SEO and GEO solve different problems using different signals. SEO optimises your website to rank in Google's traditional algorithm, which weighs factors like keyword usage, page speed, backlink quantity and authority, and crawl structure. GEO optimises your brand to be cited by AI systems, which weigh entity clarity, factual corroboration, structured answer architecture, and the breadth of third-party sources that reference your brand with consistent, specific information. A practical Elsmore example: a local manufacturing supplier could invest heavily in SEO and reach position one for "metal fabrication services Allen County KS" on Google – but if that page has no structured entity data, no named personnel, no third-party corroboration in industry publications, and no Q&A content architecture, ChatGPT will not cite that business when a procurement manager asks for fabrication recommendations in southeast Kansas. The two disciplines require different content formats, different technical implementations, and different distribution strategies. BAMS Digital runs GEO programmes that complement existing SEO work rather than replace it, because both channels now carry distinct buyer traffic that requires separate optimisation approaches.

BAMS Digital optimises for five AI platforms that collectively cover the majority of B2B AI-assisted research behaviour. ChatGPT, operated by OpenAI, is the highest-volume AI query platform globally and uses a combination of training data and retrieval-augmented generation to source citations – we optimise for its entity recognition patterns and sourced-answer triggers. Perplexity is widely used by procurement professionals and business researchers because it shows its sources explicitly, making citation visibility directly measurable – we focus on getting Elsmore clients into Perplexity's indexed source pool. Google AI Overviews appears at the top of Google search results and draws from Google's Knowledge Graph and indexed content – we optimise entity data and structured content specifically for this placement. Gemini, Google's conversational AI, applies similar citation logic to AI Overviews but operates across Google Workspace tools, which are used by many B2B buyers for vendor research. Microsoft Copilot, integrated into Microsoft 365, is increasingly used by procurement and operations teams – it sources from Bing's index and requires specific off-site citation placement to trigger brand mentions. Each platform has distinct retrieval logic, and our programmes address all five simultaneously.

The free GEO audit for Elsmore businesses includes five documented deliverables, completed and delivered within 48 hours of sign-up. The first deliverable is an AI visibility score: we run 200+ queries relevant to your specific industry and location across ChatGPT, Perplexity, and Google AI Overviews, and document exactly how often and in what context your brand currently appears. The second is an entity gap report: we analyse your brand's entity profile across Google's Knowledge Graph, Bing's entity index, and major trade directories, identifying every missing or inconsistent data point that prevents AI systems from confidently attributing information to your business. The third is a content audit: we review your existing website and off-site content for LLM extractability, flagging specific pages that can be restructured quickly for citation impact. The fourth is a competitor citation benchmark: we document which regional or national competitors are currently being cited in AI answers for queries that should be returning your business, giving you a clear picture of the citation gap you need to close. The fifth is a prioritised action plan with specific implementation steps ranked by expected citation impact and time to result. The audit uses live platform testing conducted by BAMS Digital analysts – not automated scoring tools – and is provided at no cost with no obligation to proceed.

Agriculture is the dominant industry in Allen County, and Elsmore sits within a farming community where B2B purchasing decisions – for seed inputs, equipment parts, crop storage solutions, agronomic services, and rural infrastructure – are increasingly influenced by AI-assisted research. A farm operation with multiple employees or a cooperative purchasing manager will routinely use ChatGPT or Perplexity to research and compare vendors for significant procurement decisions. The GEO challenge for agricultural businesses in this region is highly specific: most ag-sector suppliers have strong local reputations but almost no structured AI-readable content. Their websites use product listing formats that LLMs cannot easily extract as attributable facts, and they have minimal presence in the agricultural trade publications and structured directories that AI systems treat as high-trust citation sources. BAMS Digital addresses this by building entity profiles that connect your business to specific product categories, service areas – Allen County, Neosho County, Woodson County – certifications, and named service personnel. We also create structured Q&A content around the specific questions agricultural buyers ask AI tools during procurement research, and place corroborated mentions in agricultural trade media and cooperative networks that carry citation weight with LLMs operating in the ag-supply category.

BAMS Digital offers three service tiers for Elsmore businesses, each priced to match the scale and ambition of the engagement. The Starter plan at $1,490 per month covers foundational GEO for businesses entering AI optimisation for the first time – it includes the full onboarding audit, entity graph setup, structured content creation for up to ten primary queries, and monthly citation monitoring across ChatGPT, Perplexity, and Google AI Overviews. This tier is well-suited to Elsmore businesses with a single primary service line and a regional buyer base. The Growth plan at $2,990 per month expands the programme to cover 30+ queries, includes off-site citation building across five to eight trade and industry sources per month, entity updates across all five major AI platforms, and a monthly performance report with competitor benchmarking. This tier fits Elsmore businesses with multiple service lines or a multi-county target market. The Authority plan at $5,990 per month is the full-scale programme, covering 75+ queries, 15+ off-site citation placements monthly, full entity graph management, platform-specific content architecture for all five AI systems, and weekly reporting with a dedicated account strategist. All plans include the free 48-hour audit as the starting point, and there are no lock-in contracts beyond the initial 90-day programme period.

GEO and SEO are complementary disciplines that operate in parallel rather than in conflict. Your existing SEO programme drives organic Google rankings, which remain valuable for the portion of B2B buyers who still begin vendor research through traditional search. GEO addresses the growing segment of buyers who begin that same research in ChatGPT, Perplexity, or Google AI Overviews – a segment that now accounts for 68% of B2B purchasing research activity. In practice, a well-executed GEO programme often reinforces SEO outcomes: structured entity data improves Google's ability to understand your business, and high-quality off-site citations in trade publications contribute to backlink authority that SEO programmes benefit from. BAMS Digital works alongside your existing SEO agency or internal team rather than replacing them – we handle the AI citation layer specifically, leaving keyword ranking strategy and technical SEO to whoever currently manages that work. For Elsmore businesses already investing in SEO, adding GEO means your brand is covered across both the traditional and AI search channels that B2B buyers in Allen County and the broader regional market are actively using in 2025.

BAMS Digital tracks three primary metrics for Elsmore clients on a monthly basis. AI Citation Frequency measures how often your brand is cited across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot for the specific query set identified in your audit – reported as a raw citation count and a percentage of tracked queries that return your brand. Share of AI Voice measures your brand's citation presence relative to your three to five closest competitors for the same query set, showing whether you are gaining or losing ground in the citation pool over time. Brand Mention Velocity tracks the rate at which new third-party sources referencing your brand are being indexed and retrieved by AI platforms, indicating whether your off-site citation programme is producing compounding authority. Monthly reports include platform-by-platform breakdowns, query-level citation logs, and competitor movement data. Clients also receive a 90-day performance summary at the end of the initial programme period comparing baseline citation frequency from the audit against current performance.

BAMS Digital was built as a GEO-native agency when it launched in 2024 – meaning its entire methodology, tooling, and talent base was designed around AI citation optimisation from the outset, not adapted from an SEO or content marketing background. Led by Alisa Bolokhovets, MBA from the University of Edinburgh, the agency has generated more than 5,200 verified AI citations across 500+ brands and documented a 212% average increase in AI-attributed leads for B2B clients. Most agencies offering GEO services in 2025 are SEO agencies that have added AI optimisation as an additional service line – they apply keyword and link-building logic to a discipline that requires entity graph construction, platform-specific retrieval architecture, and structured citation pool management. For Elsmore businesses, the practical difference is speed and precision: BAMS Digital's programmes produce first measurable citations at six weeks because the methodology is built specifically for how LLMs retrieve and attribute information, not adapted from how Google crawls and ranks pages.