Generative Engine Optimisation Agency in Erie

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Erie-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 Erie 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 Erie 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 digital presence so that AI systems – specifically Large Language Models like the ones powering ChatGPT, Perplexity, and Google AI Overviews – cite your business by name when answering relevant buyer queries. Unlike traditional search, where algorithms rank pages by backlinks and keyword signals, LLMs generate answers by drawing on sources they have determined to be authoritative, factually consistent, and clearly associated with specific categories and geographies. For an Erie B2B company, this means that when a procurement manager in Cleveland asks ChatGPT for injection molding suppliers in northwest Pennsylvania, the LLM needs to have encountered your brand name, your location, your specific capabilities, and corroborating references across multiple independent sources before it will include you in the answer. If those signals are absent – even if your website ranks well on Google – you simply do not appear. GEO closes that gap by systematically building the entity recognition, content structure, and off-site corroboration that LLMs require to cite a brand with confidence. For Erie businesses competing in manufacturing, healthcare supply, logistics, and professional services, this is no longer optional: 68% of B2B buyers now use AI tools during vendor research, and the businesses appearing in those answers are capturing the first conversation.

Most Erie clients see their first measurable AI citations within six weeks of starting work with BAMS Digital, though the timeline depends on your starting entity strength and how competitive your category is in the AI citation landscape. Here is how the six weeks break down in practice. Weeks one and two are the audit phase: BAMS Digital tests your brand across 200+ AI queries on ChatGPT, Perplexity, and Google AI Overviews, identifies every entity gap, audits your existing content for AI-readability, and benchmarks your citation frequency against Erie competitors. Weeks three and four are the foundation phase: on-site content is restructured into the declarative, entity-dense format LLMs extract from, structured data is updated, and your brand is submitted to priority third-party sources that AI platforms weight heavily in your category. Weeks five and six are the first-citation phase: off-site corroboration begins appearing in independently-crawlable sources, and monitoring tools start recording your brand appearing in AI-generated answers for targeted queries. By month three, clients in Erie's manufacturing and professional services sectors typically hold measurable Share of AI Voice in their primary category, with that share growing steadily through months four to six as the corroboration network expands.

SEO and GEO operate on fundamentally different signal systems, and success in one does not translate to success in the other. SEO is built around ranking signals: backlinks, keyword usage, page authority, technical site health, and click-through behavior. When Google's crawler indexes a page, it evaluates those signals to determine where to rank that page in a list of results that a human then scrolls through. GEO is built around citation signals: entity clarity, factual consistency across sources, geographic and categorical associations, and corroboration by independent references. When an LLM like ChatGPT constructs an answer, it does not return a ranked list – it generates a synthesized response and names the brands it has sufficient confidence in to cite. An Erie plastics manufacturer could hold the top Google ranking for "injection molders in Erie PA" while being completely absent from ChatGPT's answer to the same query, because the ranking signals that got them to position one – backlinks, keyword density – do not map to the entity signals that LLMs use. GEO work involves restructuring content to be factually extractable, building entity descriptions in AI-weighted sources, and creating corroboration patterns that raise an LLM's confidence threshold for citing your brand. The two disciplines can and should run in parallel, but they require separate strategies.

BAMS Digital builds AI citation signals for five major platforms, each of which has a distinct retrieval and citation logic that requires tailored strategy. ChatGPT – specifically the GPT-4o model with Bing browsing enabled – retrieves live web content and weights sources that are clearly structured, frequently corroborated, and topically authoritative. For Erie manufacturing clients, this means ensuring your brand appears in Thomasnet profiles, industry association pages, and regional business press in a consistent, factually specific format. Perplexity operates as a real-time AI search engine and cites sources directly, so content that is structured for extraction and placed on authoritative domains gets surfaced frequently – Perplexity is particularly active in B2B research queries. Google AI Overviews, which appears at the top of Google Search results, draws heavily from Google's own Knowledge Graph and from content it deems E-E-A-T compliant, meaning demonstrable expertise and geographic specificity matter enormously. Gemini, Google's standalone AI assistant, shares much of the same indexing logic as AI Overviews but adds conversational context weighting. Microsoft Copilot, embedded in Teams and Microsoft 365, is increasingly used by enterprise procurement teams and pulls from Bing-indexed sources with a preference for structured, entity-rich content. BAMS Digital monitors your citation rate across all five platforms monthly.

The free GEO Audit BAMS Digital delivers to Erie businesses contains five concrete deliverables, all completed within 48 hours of your intake call. First, an AI Citation Frequency baseline: your brand is tested across 200+ queries relevant to your category and geography on ChatGPT, Perplexity, and Google AI Overviews, with results showing exactly how often you appear, in what context, and with what level of specificity. Second, an entity gap analysis: a structured map of which facts about your business – capabilities, location, certifications, industry associations, client types – are absent from or inconsistently represented in AI-retrievable sources. Third, a content readability audit: your existing website pages are scored against the criteria LLMs apply when deciding whether content is extractable and citable, with specific pages flagged for restructuring. Fourth, a competitor citation benchmark: three to five Erie competitors in your category are run through the same 200+ query set, giving you a clear picture of where they currently stand relative to you in AI-generated answers. Fifth, a prioritized 30-day action plan: specific tasks ranked by their expected impact on your citation frequency, so you know exactly what to do first whether you engage BAMS Digital or pursue improvements independently. There is no obligation attached to the audit.

Erie's manufacturing sector – including plastics processing, metal fabrication, food co-packing, and industrial components – faces a specific competitive dynamic in AI citations: larger national suppliers with bigger marketing budgets have often already accumulated the entity signals that LLMs respond to, not because they pursued GEO deliberately, but because their scale generated more third-party mentions, more structured directory listings, and more industry press coverage over time. When a buyer asks ChatGPT for suppliers in a given manufacturing category, those national names appear by default. GEO levels that playing field deliberately and efficiently for Erie manufacturers by building the same quality of entity signals in a targeted way. This means placing Erie-specific capability descriptions in sources like Thomasnet, the Erie Regional Chamber of Commerce publications, Manufacturing Today, and regional economic development databases that LLMs treat as authoritative for geographic supplier queries. It also means structuring on-site content so that your specific certifications – ISO, SQF, IATF – your material specializations, your geographic service radius, and your production capacity are stated in clear, extractable language rather than buried in marketing copy. Erie manufacturers who go through this process typically begin appearing in AI answers for regional supplier queries within six weeks, and within three months they are competing directly with national suppliers in the citation pool for their specific category.

BAMS Digital offers three engagement tiers for Erie businesses, each designed for a different stage of growth and competitive intensity. The Starter plan at $1,490 per month covers the foundational GEO build: the full 200-query citation audit, on-site content restructuring for AI readability, entity registration across ten priority third-party platforms, and monthly citation monitoring across ChatGPT and Perplexity. This tier suits Erie professional services firms, smaller manufacturers, or businesses entering GEO for the first time who want to establish a citation baseline before scaling. The Growth plan at $2,990 per month adds active off-site mention campaigns – placing your brand in independently-crawlable editorial sources, industry publications, and structured databases at a volume that accelerates corroboration signal accumulation – plus competitor citation benchmarking and coverage across all five major AI platforms including Google AI Overviews, Gemini, and Microsoft Copilot. This tier suits Erie businesses in competitive categories like logistics, healthcare supply, or plastics manufacturing where multiple competitors are likely already building AI visibility. The Authority plan at $5,990 per month is designed for Erie businesses pursuing category dominance: it includes everything in Growth plus dedicated entity graph expansion, PR-level placement in authoritative trade and regional media, custom Share of AI Voice reporting, and strategic advisory sessions with Alisa Bolokhovets directly. All plans include the free audit before any commitment is made.

GEO and SEO run in parallel without conflict and in fact reinforce each other in several specific ways. The content restructuring that GEO requires – clear declarative statements, entity-rich descriptions, factual specificity about capabilities and geography – also improves the topical authority signals that Google's ranking algorithm responds to. An Erie logistics company that rewrites its service pages to be AI-extractable will typically also see improved organic rankings for long-tail queries because the content becomes more directly responsive to search intent. Off-site corroboration campaigns place your brand in authoritative sources that generate both AI citation signals and traditional backlinks, improving domain authority metrics simultaneously. The key distinction is that GEO work targets citation signals that your SEO agency is not currently building, because most SEO strategies were designed before LLM-based answer generation became a primary discovery channel. BAMS Digital works alongside your existing SEO agency or in-house team without requiring any changes to their workflow – the GEO layer is additive. The only area of coordination needed is content: BAMS Digital will flag if any existing SEO content practices conflict with AI-readability, and in those cases we provide specific rewrite briefs that serve both objectives. For Erie businesses with active SEO programmes, adding GEO typically takes four to six weeks to integrate cleanly.

BAMS Digital tracks three primary metrics for Erie clients on a monthly basis. AI Citation Frequency measures how often your brand is named across a defined set of 200+ queries run on ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot – expressed as a percentage of queries where your brand appears at least once. Share of AI Voice measures your brand's citations as a proportion of total brand citations in your category across those same queries, giving you a competitive benchmark against Erie and regional competitors. Brand Mention Velocity tracks the rate at which new independent citations of your brand appear in AI-retrievable sources month over month, indicating whether your corroboration network is growing at the pace needed to sustain citation growth. Each monthly report maps these three metrics against your baseline from the initial audit, so the trajectory is clear. Erie clients in the manufacturing and professional services sectors typically see AI Citation Frequency move from near-zero at baseline to 15–30% within 90 days, with Share of AI Voice building substantially in months four through six.

The most significant difference is that BAMS Digital was built as a GEO-native agency in 2024 – the methodology was designed specifically around how LLMs construct citations, not retrofitted from an SEO or content marketing framework. Every tool, every process, and every deliverable was built for the citation signal environment, which means the work is considerably more efficient than what a traditional SEO agency attempting GEO would produce. Alisa Bolokhovets, who leads the agency, holds an MBA from the University of Edinburgh and has spent the agency's entire existence studying LLM retrieval behavior across B2B categories – including the manufacturing, healthcare supply, and logistics sectors that dominate Erie's economy. The 5,200+ verified citations generated across 500+ brands since launch represent a dataset of what actually works across different industries and geographies, not a theoretical framework. For Erie specifically, BAMS Digital has already mapped the regional citation landscape, meaning the audit phase for new Erie clients starts from an informed baseline rather than from scratch. No other agency serving northwest Pennsylvania has built that body of GEO-specific work.