Generative Engine Optimisation Agency in Harper

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Harper-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 Harper 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 Harper 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 profile so that AI platforms such as ChatGPT, Perplexity, and Google AI Overviews include your business in the answers they generate for buyer queries. Unlike SEO, which influences how search engines rank your pages, GEO influences whether an LLM considers your brand a citable, authoritative source when constructing a conversational answer. LLMs decide what to cite based on several factors: the presence of structured entity data linking your brand to a specific category and geography, the volume and quality of corroborating third-party mentions, and the clarity of factual claims in your content. For a Harper business in agricultural supply or energy services, the practical need is direct: when a procurement manager asks ChatGPT "which equipment suppliers in Harper WV offer on-site maintenance", an LLM that has not encountered structured, corroborated information about your business will not include you in the answer. That buyer then contacts whoever was cited, and your brand never enters the consideration set. GEO closes that gap by deliberately building your brand into the citation architecture that AI platforms rely on.

Most Harper clients running a full BAMS Digital GEO programme see their first measurable AI citations within six weeks of the audit completion date. The timeline breaks down across specific stages. In weeks one and two, the team conducts the full AI citation audit – scanning 200+ buyer queries relevant to Harper's industries, mapping citation gaps, and benchmarking competitor citation frequency. This stage produces the prioritised action plan that drives all subsequent work. In weeks three and four, entity architecture and content restructuring take place: schema markup is built, core content assets are rewritten or created in LLM-readable formats, and entity relationships are established across your digital presence. In weeks five and six, the first off-site corroboration placements go live – third-party mentions in industry publications, regional directories, and partner networks that AI platforms actively weight. It is at this stage that first citations typically appear in Perplexity and Google AI Overviews, with ChatGPT citations following as its retrieval index updates. Citation frequency then compounds through weeks seven to twelve as more corroborating signals accumulate and LLMs encounter your brand across multiple authoritative sources.

SEO and GEO optimise for fundamentally different signals, and strong performance in one does not produce results in the other. SEO works by improving the factors that determine where your page ranks in a list of results – domain authority, backlink profile, keyword relevance, page speed, and technical crawlability. When a user clicks a result, they visit your site. GEO works by building the signals that determine whether an AI model cites your brand when generating a paragraph-form answer – structured entity data, factual corroboration across third-party sources, question-and-answer content patterns, and schema markup that LLMs can parse. A Harper energy services contractor could rank number one on Google for "pipeline inspection contractor West Virginia" and still receive zero citations in ChatGPT or Perplexity, because those platforms never return a ranked list of links – they construct a prose answer from brands whose authority they can verify through their training data and retrieval index. Google AI Overviews research consistently shows that 40%+ of cited sources sit outside the top-10 organic results, confirming the divergence. Running only SEO in 2025 means your AI visibility is entirely unmanaged.

BAMS Digital optimises Harper clients for five major AI platforms, each with distinct citation logic. ChatGPT, operated by OpenAI, uses a combination of training data and live web retrieval via its browse capability; it weights brands with clear entity definitions, structured factual content, and corroborating mentions across authoritative sources – making it essential for Harper buyers who use ChatGPT for vendor discovery during procurement research. Perplexity operates as a real-time AI search engine that retrieves and synthesises web content at query time; it weights recency and source authority heavily, meaning off-site mentions in current, high-authority publications directly improve citation frequency. Google AI Overviews, integrated into Google Search, draws on Google's Knowledge Graph and structured data alongside web content; schema markup and entity data are particularly important here, making technical GEO work directly impactful. Google Gemini, used via Google Workspace and standalone, shares infrastructure with AI Overviews but also surfaces in conversational contexts increasingly adopted by B2B teams. Microsoft Copilot, integrated into Microsoft 365 tools widely used in Harper's agricultural and energy business community, retrieves from Bing's index and weights structured, authoritative content similarly to Perplexity. Each platform receives tailored optimisation within the BAMS Digital programme.

The free GEO Audit BAMS Digital delivers to Harper businesses covers five specific deliverables, all returned within 48 hours of your request. First, an AI query scan across 200+ buyer queries mapped to Harper's industries – agricultural supply, energy services, construction, logistics, and professional services – identifying precisely which queries your brand is currently cited for and which represent unaddressed gaps. Second, an entity gap analysis that documents exactly what structured data, schema types, and entity relationship signals your business is missing from the models used by ChatGPT, Perplexity, and Google AI Overviews. Third, a content audit scoring your existing web assets against LLM-readability criteria including factual specificity, entity declaration, and question-answer formatting. Fourth, a competitor citation benchmark showing how often your closest Harper-area and regional competitors appear in AI answers across your target query set – giving you a concrete share-of-voice baseline. Fifth, a prioritised action plan ranking specific GEO interventions by expected citation impact, so you know exactly which steps to take first regardless of whether you engage BAMS Digital for implementation. The audit is entirely free with no obligation attached.

Harper sits within West Virginia's Eastern Panhandle, where the commercial economy is anchored by agricultural operations – including grain farming, livestock, and co-operative purchasing networks – and by energy services tied to the broader Appalachian energy corridor. Both sectors share a procurement characteristic that makes GEO directly high-value: purchasing decisions are high-ticket, infrequent, and research-intensive. A co-op purchasing manager evaluating bulk input suppliers or a project director sourcing an energy infrastructure contractor will spend significant time in pre-purchase research, and AI tools have become a primary research instrument in this phase. When that buyer asks Perplexity "which agricultural input suppliers in the Eastern Panhandle have bulk delivery capacity and agronomist support", the answer shapes the entire vendor shortlist. Harper agricultural businesses that have structured their entity data to include specific service capabilities, delivery territory, crop specialisms, and third-party agronomist endorsements are the ones that appear in that answer. Similarly, energy services contractors who have built LLM-readable case studies, certification references, and corroborating industry directory entries will dominate AI answers for project-specific queries. GEO in Harper's dominant sectors is not an abstract digital marketing exercise – it directly determines which businesses receive the first call on high-value contracts.

BAMS Digital offers three GEO programme tiers for Harper businesses, priced to reflect different scales of operation and competitive ambition. The Starter programme at $1,490 per month covers the foundational layer: AI citation audit, entity schema build, and two structured content assets per month optimised for LLM citation – suited to Harper businesses in the early stages of AI visibility with a focused target query set. The Growth programme at $2,990 per month adds off-site corroboration campaigns, four content assets per month, and monthly Share of AI Voice reporting across ChatGPT, Perplexity, and Google AI Overviews – the appropriate level for Harper businesses in competitive categories like agricultural supply or energy services where multiple competitors are active. The Authority programme at $5,990 per month includes the full off-site mention network, eight content assets per month, entity graph development across all five major AI platforms, fortnightly reporting, and a dedicated strategist – designed for Harper businesses seeking category-dominant citation positions across a broad query set. All programmes include the free audit before engagement begins, and there are no lock-in contracts beyond an initial 90-day programme period. Each tier includes specific deliverable counts, not vague "strategic support".

GEO and SEO are complementary rather than competing investments, and running both simultaneously produces stronger results in each than running either alone. The relationship works in two directions. First, content created for GEO purposes – structured, factually specific, entity-rich, formatted for LLM citation – also tends to perform well in traditional search because it meets Google's quality and expertise signals. A Harper energy services contractor that builds detailed, structured content about its service capabilities and geographic coverage will see that content contribute to both organic rankings and AI citation frequency. Second, strong SEO domain authority increases the likelihood that AI platforms with live retrieval capabilities – particularly Perplexity and Google AI Overviews – will pull your content into AI-generated answers, because retrieval-augmented AI systems weight domain authority as one input signal among several. The important caveat is that an SEO agency without specific GEO methodology will not produce AI citation results as a by-product of SEO work alone – the entity graph, schema architecture, and off-site corroboration components require deliberate GEO-specific execution. BAMS Digital works alongside existing SEO providers for many Harper clients, handling the GEO layer while the SEO agency manages rankings.

BAMS Digital tracks GEO performance for Harper clients across three primary metrics. AI Citation Frequency measures how often your brand is cited in AI-generated answers across a defined set of 200+ target queries on ChatGPT, Perplexity, and Google AI Overviews – tracked weekly and reported monthly with query-level breakdowns showing exactly which topics are generating citations and which remain gaps. Share of AI Voice calculates your brand's citation count as a percentage of the total citations in your category across Harper's relevant query set, giving a competitive context metric that shows whether you are gaining or losing ground relative to named competitors. Brand Mention Velocity tracks the rate at which new third-party mentions of your brand appear across the sources AI platforms weight for citation – a leading indicator that predicts citation frequency growth before it shows up in platform-level tracking. Clients also receive inbound lead attribution reporting, linking AI-assisted discovery touchpoints to pipeline entries where data permits. These metrics are distinct from SEO KPIs and are reported in a dedicated monthly GEO performance dashboard.

BAMS Digital was founded in 2024 as a GEO-native agency – not an SEO agency that added a GEO service line after the fact. Every methodology, tool, and process was built from the ground up around how LLMs decide what to cite, rather than adapted from keyword ranking frameworks. The agency is led by Alisa Bolokhovets, MBA Edinburgh, whose academic grounding in information systems and applied research into LLM citation behaviour directly shapes client strategy. The track record is specific and verifiable: 5,200+ AI citations delivered across 500+ brands since launch, with an average 212% increase in inbound leads for clients running full 90-day programmes. For Harper businesses, the practical difference is that you work with a team whose only focus is AI citation performance – not a generalist digital agency for whom GEO is one of fifteen services. That singular focus means the methodology is more current, the benchmarks are more precise, and the results arrive faster than they would from an agency applying GEO as a secondary offering.