Generative Engine Optimisation Agency in Baton Rouge

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Baton Rouge-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 Baton Rouge 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 Baton Rouge 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-powered answer engines – including ChatGPT, Perplexity, Google AI Overviews, and Gemini – reliably name and recommend your business when buyers ask relevant questions. LLMs do not retrieve information the way a search engine does. Instead of scanning indexed pages for keyword matches, they draw on training data and retrieval-augmented generation to surface brands they recognise as credible, frequently cited entities within a specific topic domain. For a Baton Rouge B2B business, this matters because your buyers are already using these tools. A procurement lead at a chemical facility on the River Road corridor might ask ChatGPT 'which process safety management consultants operate in Baton Rouge' before opening a browser. The AI will name two to four vendors from its citation pool. If your brand is not part of that pool – because your content has not been structured for entity recognition, and your name has not been seeded across the external sources AI models draw from – you will not be named. That buyer will contact the vendors who are named. GEO is the methodology that gets your brand into those citation pools, consistently and verifiably, across every major AI platform your buyers use.

The BAMS Digital GEO process is structured to deliver first measurable AI citations within six weeks of campaign launch, with full citation velocity achieved by week 12. Here is how the timeline works in practice. Weeks 1 and 2 are the audit phase: we run more than 200 AI queries across ChatGPT, Perplexity, and Google AI Overviews using buyer-realistic question formats relevant to your Baton Rouge industry category, map your current citation baseline, identify entity gaps, and audit your existing content for AI retrievability. Weeks 3 and 4 are the build phase: we create or restructure content assets using the specific formats and topical depth that LLMs require to recognise and cite a brand, and we implement structured entity signals across your web presence. By weeks 5 and 6, off-site mention seeding across 40 to 60 external sources begins to register, and you will see your brand appearing in AI-generated answers for targeted query categories for the first time. Weeks 7 through 12 scale the programme – more off-site placements, refined content based on live retrieval data, and monthly Citation Frequency Reports showing your Share of AI Voice relative to your top Baton Rouge competitors. Results compound from that point forward.

SEO and GEO address fundamentally different ranking systems and require fundamentally different strategies. SEO improves your position in a ranked list of blue links by optimising for signals like domain authority, backlink quantity, keyword placement, and page load speed – all factors that influence Google's PageRank algorithm. GEO, by contrast, optimises for citation selection by AI models, which is driven by entirely different signals: how clearly your brand is established as a named entity within a topic domain, how frequently your brand is cited across credible external sources, how well your content answers the specific question formats that AI users type, and whether your factual claims appear consistently across multiple platforms AI models retrieve from. A concrete Baton Rouge example: a commercial insurance broker in Baton Rouge may rank in position two on Google for 'Louisiana energy sector commercial insurance' – excellent SEO performance. But when a risk manager at a Baton Rouge petrochemical firm asks Perplexity the same question, that broker may not appear at all, because Perplexity is not reading Google's ranking signals – it is reading citation density across the sources it retrieves from. GEO builds the citation architecture that drives AI visibility, and it requires different content structures, different off-site strategies, and different measurement frameworks than any SEO programme.

BAMS Digital optimises for five major AI platforms, each of which has a distinct retrieval logic that requires a tailored approach. ChatGPT, running on GPT-4o, uses a combination of training data and real-time web retrieval via browsing – it weights brands that appear consistently across authoritative sources and that are associated with clear, structured answers to specific questions. Perplexity is a retrieval-first engine that actively indexes the web in real time and surfaces sources explicitly; appearing in Perplexity requires high-quality content on retrievable pages and strong cross-referencing from external sites. Google AI Overviews are generated directly from Google's index but use a different selection logic than organic rankings – structured content, named entities, and clear factual statements are weighted more heavily than keyword density. Gemini, Google's conversational AI, draws on Google's Knowledge Graph as well as indexed content, meaning entity disambiguation and structured data implementation are particularly important. Microsoft Copilot, integrated into the Microsoft 365 ecosystem widely used by Baton Rouge's enterprise and government sectors, retrieves from Bing's index and weights content differently from Google-adjacent platforms. We monitor your brand's citation frequency and Share of AI Voice across all five platforms monthly, with individual breakdowns in every client report.

The BAMS Digital free GEO Audit delivers five specific analytical outputs within 48 hours of your request, and every element is specific to your business and your Baton Rouge market category – not a generic template. First, a Current Citation Baseline: we run over 200 AI queries across ChatGPT, Perplexity, Google AI Overviews, and Gemini using the exact question formats your target buyers use, and we document every instance where your brand is or is not cited, giving you a precise starting measurement. Second, an Entity Gap Report: we identify which structured data signals, named-entity references, and topical associations your brand is missing that prevent LLMs from reliably surfacing you. Third, a Content Signal Audit: we review your existing web content and flag which pages are retrievable by AI models and which are architecturally invisible to AI retrieval systems. Fourth, a Competitor Benchmark: we run the same 200-query set against your top three Baton Rouge competitors and show you exactly where they are appearing in AI answers and where you are not. Fifth, a prioritised 90-Day Action Plan: a specific, sequenced list of content builds, entity fixes, and off-site seeding targets ranked by expected impact on your citation frequency. The entire report is delivered in a written document within 48 hours. There is no obligation attached to the audit.

The Baton Rouge petrochemical and energy sector presents one of the clearest GEO opportunities of any regional B2B market in the United States. The River Road industrial corridor between Baton Rouge and New Orleans hosts over 150 chemical plants and refineries, and the annual B2B procurement spend across that cluster runs into the billions of dollars. Procurement professionals at ExxonMobil's Baton Rouge Refinery, BASF, Dow, and smaller specialty chemical operators are using AI tools to shortlist vendors for categories including process safety management, industrial maintenance, environmental monitoring, equipment supply, and specialist staffing. The query formats they use – 'which PSM consultants are certified for Louisiana process safety regulations' or 'environmental compliance vendors serving the Baton Rouge refinery corridor' – are exactly the kind of specific, category-defined questions that GEO is built to answer. Because so few petrochemical service vendors in Louisiana have invested in GEO as of early 2025, the citation pool for most subcategories is nearly empty, meaning a brand that begins building AI citation authority now can realistically achieve top-three AI mention status within a single 90-day campaign. BAMS Digital has specific experience structuring content for highly regulated B2B categories where technical accuracy and compliance context are part of what AI models assess when selecting sources to cite.

BAMS Digital offers three GEO service tiers designed for different stages of B2B growth. The Starter plan is priced at $1,490 per month and is structured for smaller Baton Rouge B2B businesses or single-service-line companies entering AI search for the first time. It includes the full GEO Audit, foundational content architecture for up to five priority query categories, entity signal implementation, and monthly Citation Frequency Reporting. The Growth plan at $2,990 per month is the most commonly chosen tier for established Baton Rouge B2B companies with multiple service lines or geographic coverage across Louisiana. It includes expanded content production covering up to 15 query categories, off-site mention seeding across 40 external sources per month, full competitor benchmarking across five competitors, and bi-weekly reporting. The Authority plan at $5,990 per month is built for B2B companies seeking dominant AI citation presence across their entire market category in Baton Rouge and across Louisiana more broadly. It includes unlimited query category coverage, 60 or more off-site placements per month, a dedicated account strategist, weekly Share of AI Voice reporting, and a quarterly strategic review. All plans are month-to-month after the initial 90-day build phase, with no long-term contract required. Each plan begins with the free 48-hour GEO Audit before any paid engagement starts.

GEO and SEO operate on different technical foundations and target different retrieval systems, but they are not in conflict – and when run in parallel they can reinforce each other in specific ways. Your existing SEO programme builds domain authority, earns backlinks, and improves your rankings in Google's traditional blue-link results, all of which remain valuable for capturing buyers who use conventional search. GEO works alongside that by building the citation architecture that AI models use to select sources – structured content, entity graph signals, and cross-platform mention density. There is meaningful overlap in one area: high-quality, factually rich long-form content that your SEO programme produces is also more likely to be retrieved and cited by AI models like ChatGPT and Perplexity than thin, keyword-optimised content. BAMS Digital works with your existing SEO agency or in-house team to ensure that GEO content builds do not create duplication or technical conflicts. In practice, Baton Rouge B2B companies running both programmes simultaneously see faster total-pipeline growth than those running either in isolation, because they are capturing buyers at both the traditional search and AI search touchpoints – two increasingly separate discovery channels that serve the same buyer at different stages of their research process.

BAMS Digital uses three primary metrics to measure GEO performance for Baton Rouge clients. AI Citation Frequency measures how many times your brand is named across ChatGPT, Perplexity, Google AI Overviews, and Gemini within a defined set of target queries over a given month – this is the core volume metric and is tracked from the audit baseline forward. Share of AI Voice measures what percentage of AI-generated answers within your Baton Rouge market category include your brand, relative to the total number of relevant queries run – this is the competitive position metric and is calculated monthly against your top three competitors. Brand Mention Velocity tracks the rate at which new external citations referencing your brand are appearing across the web sources that AI models retrieve from, giving an early-warning signal of whether citation momentum is accelerating or plateauing. Every client receives a monthly report containing all three metrics, a query-level breakdown of where your brand appeared and where it did not, and a written analysis of what is driving changes in each metric. Clients on the Growth and Authority plans also receive a bi-weekly Share of AI Voice update so they can track momentum in real time.

The most important distinction is that BAMS Digital was built in 2024 as a GEO-native agency – the entire methodology, tooling, and team structure was designed around AI citation optimisation from day one, not adapted from a pre-existing SEO or content marketing model. Most agencies now offering GEO services are SEO or PR firms that have added AI-related language to their service pages without changing their underlying workflow. BAMS Digital's lead strategist Alisa Bolokhovets holds an MBA from the University of Edinburgh and developed the agency's citation architecture methodology specifically to address how GPT-4o, Perplexity, and Google AI Overviews select and weight sources – a technically different problem from anything traditional digital marketing agencies were built to solve. The results validate the approach: 5,200 verified AI citations generated and a 212% average increase in inbound leads across 500+ B2B brands since launch. For Baton Rouge specifically, BAMS Digital brings direct knowledge of the Gulf Coast energy sector, Louisiana's regulatory environment, and the specific query formats that regional B2B buyers use – context that generic national agencies do not carry into their work.