Generative Engine Optimisation Agency in Roxbury

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Roxbury-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 Roxbury 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 Roxbury 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 business's digital presence so that AI systems – specifically LLMs like those powering ChatGPT, Perplexity, and Google AI Overviews – cite your brand when generating answers to queries relevant to your services. LLMs do not rank websites the way Google's traditional algorithm does. Instead, they assign citation probability based on entity authority: how many credible, AI-indexed sources mention your business name in connection with specific service categories, geographic identifiers, and factual attributes. For a Roxbury business, this means that when a procurement officer at a Boston-area institution asks ChatGPT "who are the best facilities management contractors in Roxbury," the model calculates which businesses have the strongest entity signal across its training data and retrieval sources – and cites those businesses by name. If your Roxbury company has not been mentioned in trade directories, industry publications, or structured web content that these systems draw from, you will not appear in that answer regardless of your website quality, years in business, or Google ranking. GEO systematically builds the citation signals that make your business the answer AI gives.

Based on BAMS Digital's programme data across 500+ brands, Roxbury clients can expect their first measurable AI citations to appear within 6 weeks of programme start. The timeline breaks down into specific stages. During weeks 1 and 2, the agency conducts a full citation audit running 200+ queries across ChatGPT, Perplexity, and Google AI Overviews to establish your baseline citation frequency and identify the entity gaps preventing your Roxbury business from being cited. During weeks 3 and 4, content restructuring begins: existing pages are rewritten using LLM-optimised architecture, new authoritative content assets are published with schema markup, and structured data is deployed across all key service pages to make your entity profile readable by AI systems. During weeks 5 and 6, the off-site mention placement phase launches – BAMS Digital places 40 to 80 targeted citations in directories, publications, and platforms that ChatGPT and Perplexity actively index. This is the phase where first citations typically appear. From week 7 onward, citation frequency compounds as additional mentions accumulate and AI systems strengthen their association between your Roxbury brand and the service categories you want to own.

SEO improves your position in Google's traditional ranked list of organic results by optimising for signals like keyword relevance, backlink authority, page speed, and click-through rate. GEO operates on an entirely different signal set. AI systems like ChatGPT and Perplexity do not read keyword rankings – they evaluate entity authority, citation frequency across AI-indexed sources, structured data quality, and the factual density of content associated with your brand. A Roxbury construction supplier could hold the number one organic ranking for "building materials Boston" and still never appear in a Google AI Overviews answer about the same query, because the AI answer is generated from a different pool of sources using different selection criteria. Conversely, a competitor with weaker SEO rankings but strong entity authority in trade publications and directories could dominate every AI answer in that category. BAMS Digital has documented cases in Boston-area markets where SEO rank position remained static while AI citation frequency increased by over 300% within 60 days – confirming these are two separate visibility channels. Running both programmes in parallel produces the strongest overall result, but GEO cannot be substituted by SEO or vice versa.

BAMS Digital optimises Roxbury businesses for five major AI platforms, each of which operates differently. ChatGPT, the most widely used AI tool among B2B buyers, generates answers from a combination of training data and real-time retrieval via its browsing tool – meaning both historical entity authority and current web presence matter. Perplexity uses retrieval-augmented generation exclusively, pulling live citations from web sources at query time and displaying them explicitly, so placement in currently indexed, authoritative sources is the primary lever. Google AI Overviews integrates directly into Google Search and synthesises answers from pages Google deems most authoritative on a topic – schema markup and structured content architecture have outsized influence here. Google Gemini, embedded across Google Workspace and Android, draws from similar source pools to AI Overviews but applies additional weighting to Google Business Profile data and Knowledge Graph entries, making entity completeness particularly important for Roxbury local B2B businesses. Microsoft Copilot, used by procurement teams operating within Microsoft 365 environments, draws from Bing's index and weights Bing-indexed sources, requiring a separate off-site placement strategy. BAMS Digital's programme covers all five platforms simultaneously from the programme start date.

The free GEO audit BAMS Digital provides to Roxbury businesses includes five specific deliverables, all delivered within 48 hours of submission without requiring a prior sales call. The first deliverable is a baseline citation report: the agency runs 200+ targeted queries across ChatGPT, Perplexity, and Google AI Overviews relevant to your Roxbury business category and documents exactly how often and in what context your brand currently appears. The second deliverable is an entity gap analysis identifying the specific factual associations – service categories, geographic identifiers, industry affiliations, personnel credentials – that are absent from your current entity profile and are preventing AI systems from citing you. The third deliverable is a content audit that scores your existing website pages against LLM ingestion criteria including schema coverage, FAQ structure, entity density, and factual specificity, with prioritised rewrite recommendations. The fourth deliverable is a competitor benchmark showing which businesses are currently occupying your citation positions in Roxbury and greater Boston, which sources are driving their citations, and what the gap between their entity authority and yours currently measures. The fifth deliverable is a prioritised action plan listing 10 to 15 specific steps ranked by expected citation impact, giving you a clear picture of what needs to happen and in what order.

Roxbury is one of Boston's most active community development zones, with significant capital flowing through organisations like the Roxbury Neighborhood Council, the Dudley Street Neighborhood Initiative, and multiple CDC-affiliated contractors managing affordable housing construction, commercial corridor renovation, and public facility maintenance. Procurement decisions in these sectors increasingly involve multiple stakeholders using AI tools at different stages – a project director may use ChatGPT to draft a vendor shortlist, while a board member uses Google AI Overviews to independently verify which contractors have demonstrated experience in the Roxbury market. If your construction business, trades contractor, or community development consultancy is not present in the sources these AI systems draw from – including industry association directories, Boston Redevelopment Authority-adjacent publications, and community development finance institution resource lists – you are invisible during the most influential stage of vendor evaluation. GEO specifically addresses this gap by placing your Roxbury business entity in the exact sources that AI systems index when generating answers about construction and community development vendors in Boston's inner-city neighborhoods, including Roxbury, Dorchester, and Jamaica Plain. This directly increases the probability that your business appears when institutional procurement staff use AI to identify qualified local contractors.

BAMS Digital offers three GEO programme tiers for Roxbury businesses, each with a fixed monthly fee and defined deliverables. The Starter plan at $1,490 per month includes a full citation audit across 200+ queries, entity gap analysis, content restructuring for up to 5 website pages, 20 off-site mention placements per month across AI-indexed directories and publications, and a monthly citation frequency report covering ChatGPT, Perplexity, and Google AI Overviews. This tier is appropriate for single-location Roxbury businesses in one service category. The Growth plan at $2,990 per month expands content restructuring to 15 pages, increases off-site placements to 50 per month, adds competitor benchmarking across 3 rivals, and includes Google AI Overviews and Perplexity-specific placement strategies alongside ChatGPT optimisation. This tier suits Roxbury businesses competing across multiple service categories or targeting buyers across greater Boston. The Authority plan at $5,990 per month includes unlimited page restructuring, 100+ off-site placements per month across all five major AI platforms, weekly citation reporting, a dedicated GEO strategist, and proactive citation defence monitoring to protect your AI visibility position against competitor encroachment. All plans are month-to-month with no long-term contract required, and every engagement begins with the free 48-hour audit.

GEO and SEO address different visibility channels and use different signal sets, meaning they operate in parallel without conflict and frequently reinforce each other. Your existing SEO programme improves rankings in Google's traditional organic results below the AI answer layer – this remains valuable because not every buyer uses AI tools at every stage of research. GEO specifically improves your citation frequency in the AI answer layer above those organic results, which is where an increasing share of initial vendor discovery now occurs. In practice, high-quality SEO content – long-form, factually dense, authoritative articles – tends to score well against LLM ingestion criteria when properly structured with schema markup, meaning content created or improved for GEO purposes often also improves organic rankings. BAMS Digital works alongside your existing SEO agency or in-house SEO team without duplicating effort: the agency handles only the GEO-specific activities including entity graph construction, AI-optimised content architecture, and off-site placement in AI-indexed sources that fall outside a standard SEO brief. Roxbury businesses running both programmes simultaneously have seen organic traffic maintain steady growth while AI citation frequency builds independently, producing two compounding visibility channels from a coordinated but non-duplicated investment.

BAMS Digital tracks three primary metrics for Roxbury clients throughout the programme. AI Citation Frequency measures how many times your business is cited across 200+ monitored queries run monthly on ChatGPT, Perplexity, and Google AI Overviews – this is the foundational metric showing raw visibility growth and is reported as a monthly count with a trend line from programme start. Share of AI Voice measures what percentage of all AI citations in your specific service category and geography are attributable to your brand versus competitors, giving Roxbury clients a competitive context for their citation data rather than an isolated number. Brand Mention Velocity measures the rate at which new off-site mentions of your business entity are appearing in AI-indexed sources, which serves as a leading indicator of future citation growth since LLMs incorporate new entity mentions into their retrieval patterns over time. All three metrics are reported in a monthly dashboard delivered on the first business day of each calendar month, with a written commentary identifying which content assets, off-site placements, or query categories drove the largest citation gains during the preceding period.

BAMS Digital was built as a GEO-native agency from its 2024 launch – meaning its entire methodology, tooling, and team structure was designed around AI citation from day one rather than adapted from an SEO practice. Founder Alisa Bolokhovets holds an MBA from the University of Edinburgh and developed the agency's proprietary entity graph and citation architecture methodology through direct analysis of how ChatGPT, Perplexity, and Google AI Overviews select citations across more than 10,000 controlled test queries. The agency has delivered over 5,200 verified AI citations across 500+ brands since launch, generating a 212% average increase in inbound leads for B2B clients in comparable urban markets. Most agencies offering GEO services in 2025 are SEO practices that have added AI-related language to existing service packages without changing their underlying methodology – they continue to optimise for keyword rankings and backlink metrics that have no direct influence on LLM citation probability. BAMS Digital's work is measurable from week one, with baseline citation data delivered before any programme spend is committed, giving Roxbury businesses a factual basis for evaluating the investment rather than a projection built on assumptions.