Generative Engine Optimisation Agency in Albany

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Albany-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 Albany 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 Albany 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 – content, entity data, third-party citations, and structured markup – so that LLMs like ChatGPT, Perplexity, and Google AI Overviews select your business as a cited answer when buyers ask relevant questions. LLMs do not crawl the web in real time the way Google does. Instead, they draw on training data, entity graphs, and citation-weighted sources to decide which brands to name. For an Albany B2B business, this matters because buyers at state agencies, healthcare networks, and Capital Region manufacturers are increasingly typing questions like "best compliance consultants in Albany" directly into ChatGPT and acting on the named results. If your brand is not in the citation pool – because your content is not entity-structured, your business lacks third-party mentions in the sources LLMs draw from, or your brand associations are ambiguous – you will not appear. GEO fixes each of those specific gaps using a defined methodology built around how LLMs actually select citations, not how Google ranks pages.

Most Albany clients see their first verified AI citations within six weeks of project start, following a defined four-stage process. In weeks 1 and 2, BAMS Digital runs a 200-query AI audit across ChatGPT, Perplexity, and Google AI Overviews specific to your Albany market category, identifies entity gaps, benchmarks competitors already being cited, and delivers a prioritised action plan within 48 hours. In weeks 3 and 4, the foundational work is completed: entity graph construction, on-site content restructuring into LLM-readable formats, and initial placement in the third-party citation sources that feed AI training pipelines. By weeks 5 and 6, the first measurable citations begin appearing – typically 15 to 40 verified brand mentions across target queries depending on how competitive the Albany category is. From weeks 7 through 12, citation volume scales through additional off-site placements and monthly monitoring. Clients receive citation reports at 30, 60, and 90 days showing exact queries, platforms, and citation context.

SEO improves your website's ranking position on Google's results page by optimising for keyword relevance, backlink authority, and technical page signals. GEO does something entirely different: it ensures that when an AI system like ChatGPT generates a text answer to a buyer's question, your brand is one of the named entities in that answer. The ranking signals for Google – page speed, keyword density, domain authority – have almost no correlation with LLM citation signals, which are driven by entity clarity, structured data associations, presence in AI-training source material, and third-party mention frequency across authoritative publications. A concrete Albany example: an engineering consultancy with a strong page-one Google ranking for "Albany structural engineering" was cited in zero of 200 relevant ChatGPT and Perplexity queries in a BAMS Digital audit, while a smaller competitor with well-structured entity data and consistent trade publication mentions appeared in 52 of those queries. You can have excellent SEO and zero AI visibility – they are separate disciplines requiring separate strategies.

BAMS Digital optimises Albany clients for five primary AI platforms, each with its own citation logic. ChatGPT is the highest-volume platform for B2B vendor research and relies heavily on entity associations built from web content, Wikipedia-adjacent sources, and structured data that appeared in training datasets. Perplexity AI performs live web retrieval and surfaces three to five cited vendors per query with direct source links – making third-party publication mentions and structured directory listings especially important for Albany businesses. Google AI Overviews appear above organic results for over 40% of commercial queries according to BrightEdge 2024 data and are influenced by E-E-A-T signals and structured schema that Google can parse as authoritative. Microsoft Copilot draws on Bing's index and benefits from consistent NAP data, structured business profiles, and domain-linked entity signals. Google Gemini layers in Knowledge Graph associations and benefits from the same entity-clarity work that supports AI Overviews. Each platform receives platform-specific optimisation under the BAMS Digital methodology.

The free GEO Audit for Albany businesses includes five concrete deliverables, all delivered within 48 hours of your intake form submission. First, a 200-query AI citation scan: we run your most relevant buyer queries across ChatGPT, Perplexity, and Google AI Overviews and record every instance where competitors are cited and you are not, giving you an exact citation gap score. Second, an entity gap report: we identify which brand associations – services, locations, industries, key personnel – are missing or ambiguous in the data sources LLMs draw from. Third, an on-site content audit scored against LLM citation criteria including entity density, structured markup, and answer-format readiness. Fourth, a competitor citation benchmark showing which Albany-area or category competitors currently dominate AI answers and on which specific platforms. Fifth, a prioritised 90-day action plan listing specific content creation, entity registration, and off-site citation tasks ranked by expected citation impact. There is no obligation attached to the audit and no templated output – every audit is built from live queries run against your actual Albany market category.

Albany is unique among US cities in that a substantial portion of its B2B economy flows through New York State government procurement – including OGS contracts, IT procurement through ITS, and environmental and infrastructure spending through DOT and DEC. Procurement teams at these agencies increasingly use AI tools in the early stages of vendor research, particularly for categories like managed services, cybersecurity, environmental compliance, and professional consulting. When a state agency buyer asks ChatGPT or Perplexity for recommended vendors in one of these categories, the AI draws on entity associations between your firm and the specific regulatory frameworks, contract vehicles, and service categories relevant to state procurement – Procurement Stewardship Act compliance, OGS preferred source status, and MWBE certification are all entity signals that can be built into your GEO profile. Albany vendors that establish strong AI citation presence in government-adjacent query categories gain a significant advantage at the pre-solicitation stage, where buyer shortlists are often formed before a formal RFP is published. BAMS Digital has specific experience structuring entity data for government contracting contexts.

BAMS Digital offers three engagement tiers for Albany B2B businesses, each covering a defined scope of GEO work. The Starter plan at $1,490 per month covers the foundational 200-query audit, basic entity graph setup, on-site content restructuring for up to five key pages, and monthly citation monitoring across ChatGPT and Perplexity. This tier is suited to Albany professional services firms or consultancies entering AI optimisation for the first time. The Growth plan at $2,990 per month adds off-site citation building in ten to fifteen third-party publication placements per month, entity expansion across all five major AI platforms including Google AI Overviews and Microsoft Copilot, structured schema implementation, and a monthly citation report with query-level detail. This tier is appropriate for Albany healthcare IT vendors, environmental consultancies, or government contractors with active pipeline goals. The Authority plan at $5,990 per month includes the full Growth scope plus dedicated content production of four LLM-optimised long-form assets per month, competitor citation displacement campaigns, Share of AI Voice tracking across 200+ queries, and a quarterly strategic review. All tiers begin with the free audit and carry no lock-in contracts beyond a 90-day initial commitment.

GEO and SEO address different search channels and different buyer touchpoints, which means they operate in parallel without conflict and in many cases produce compounding benefits. A well-executed SEO programme improves your Albany website's Google ranking position, which increases the probability that your content appears in the web sources Perplexity uses for its live retrieval citations – creating a direct support relationship between SEO authority and Perplexity citation frequency. Google AI Overviews draw on the same E-E-A-T signals that strong SEO builds, meaning domain authority work benefits both channels. Where GEO adds distinct value that SEO does not address is in entity graph construction for ChatGPT and Copilot, which do not perform live retrieval and instead rely on training data signals that SEO has no mechanism to influence. BAMS Digital works alongside existing SEO agencies serving Albany clients without duplication: the SEO agency handles ranking signals, BAMS Digital handles citation signals, and the two workstreams share content assets where applicable. Clients running both programmes typically see accelerated results because authoritative SEO-driven content provides additional citation source material for LLM training pipelines.

BAMS Digital tracks three primary metrics for Albany clients. AI Citation Frequency measures how often your brand is named across a fixed set of 200 target queries run monthly against ChatGPT, Perplexity, Google AI Overviews, Copilot, and Gemini – expressed as a citation rate percentage that benchmarks against category competitors. Share of AI Voice measures your brand's proportion of total AI citations within your Albany market category relative to all named competitors, 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 incorporated into AI-retrievable content, indicating how quickly your citation authority is growing. These three metrics are reported monthly in a structured dashboard with query-level drill-down so Albany clients can see exactly which queries they are winning, which competitors are ahead, and which content or entity actions drove changes in citation frequency between reporting periods.

Most agencies offering GEO services in 2025 are SEO agencies that have added AI optimisation as an add-on service, typically consisting of a checklist of content formatting changes applied to existing SEO deliverables. BAMS Digital was built in 2024 as a GEO-native agency with no legacy SEO methodology to work around. The entire service architecture – entity graph construction, citation source mapping, LLM-specific content formatting, and platform-by-platform optimisation logic – was designed from the ground up around how ChatGPT, Perplexity, and Google AI Overviews actually select citations. The agency is led by Alisa Bolokhovets, MBA from the University of Edinburgh, who has focused exclusively on AI search behaviour since the commercial deployment of large language models. Across 500+ brand engagements, BAMS Digital has generated over 5,200 verified AI citations with an average 212% increase in qualified inbound leads within 90 days – results that are documented at the query and platform level, not reported as estimated impressions or proxy metrics. For Albany B2B clients, this means working with a specialist rather than a generalist who has repurposed existing tools.