Generative Engine Optimisation Agency in Kechi

Week 1–2

GEO Audit & Baseline

Full AI visibility scan across 5 LLM platforms using 200+ Kechi-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 Kechi 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 Kechi 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 presence, and third-party citations so that AI platforms – specifically ChatGPT, Perplexity, Google AI Overviews, and similar systems – cite your business by name when answering buyer questions. LLMs decide which brands to mention based on how consistently and authoritatively a brand appears across the sources they retrieve from during inference: trade publications, structured directories, FAQ-format content, schema-marked websites, and co-citation patterns across credible domains. They do not use a keyword ranking algorithm; they use a semantic authority model. For a Kechi B2B business – say a precision parts supplier or a commercial insurance broker – this matters because a procurement manager in the Wichita metro area asking ChatGPT 'which aerospace sub-tier suppliers near Wichita are reliable for short-lead orders' will receive a list of named companies. If your entity is not established in the sources LLMs draw from, your name will not appear, and that buyer will move forward with whoever does appear. GEO fixes that structural absence by building the exact citation architecture these systems require.

Based on BAMS Digital's data across 500+ client engagements, Kechi businesses typically see their first measurable AI citations at the six-week mark following engagement start. The process moves through defined stages. In weeks one and two, we conduct a full audit of your current AI presence, running 200+ queries relevant to your Kechi industry category across ChatGPT, Perplexity, and Google AI Overviews, mapping entity gaps and competitor citation benchmarks. In weeks three and four, we produce and publish authoritative content assets structured specifically for LLM retrieval – FAQ clusters, entity-rich landing pages, and structured data markup. In weeks five and six, we execute off-site citation placements in trade directories, industry publications, and Q&A platforms that AI retrieval systems weight highly, and this is the stage where first citations typically appear. Weeks seven through twelve deepen citation volume and diversify the source pool, compounding authority. By day 90, you receive a full Share of AI Voice report with documented citation frequency across all major platforms.

SEO and GEO optimise for entirely different systems using entirely different signals. SEO tells Google's crawler how to index and rank your webpage based on keyword relevance, backlink authority, page speed, and other document-retrieval signals – the output is a ranked list of blue links. GEO tells LLMs how to recognise your brand as a credible, named entity associated with a specific topic or service category – the output is your business being cited by name in a generated AI answer. A Kechi manufacturing supplier could rank number one on Google for 'precision machining Kansas' and still receive zero citations in a ChatGPT response, because ChatGPT does not consult Google's ranking index. It retrieves from its training corpus and live retrieval sources, which include trade publications, structured directories, and high-authority domain mentions. The citation signals that matter for GEO – entity disambiguation, topical co-citation, structured schema, and third-party mention diversity – are largely orthogonal to traditional SEO ranking factors. Both disciplines are worth running in parallel, but they serve different buyer touchpoints and require different execution methods.

BAMS Digital optimises for five primary AI platforms relevant to Kechi B2B buyers. ChatGPT, operated by OpenAI, is the most widely used AI assistant for vendor research and responds to conversational queries by drawing on training data and, in its browsing-enabled mode, live retrieval – both of which require deliberate citation architecture to appear in. Perplexity operates on a real-time retrieval model, pulling from indexed web sources during each query, making off-site citation placement in authoritative directories and publications especially important for appearing in its answers. Google AI Overviews integrates directly into Google Search results and draws on Google's Knowledge Graph alongside retrieval signals, meaning entity establishment in structured data and Google Business Profile is critical. Microsoft Copilot, integrated into Microsoft 365 and Bing, uses retrieval-augmented generation from Bing-indexed sources and is increasingly used by enterprise procurement teams. Google Gemini is growing in adoption among business users and uses a similar entity-and-retrieval architecture to AI Overviews. Each platform weights different signal types, and BAMS Digital's methodology addresses all five simultaneously rather than optimising for one at the expense of others.

The free GEO audit BAMS Digital delivers to Kechi businesses includes five specific deliverables, produced within 48 hours of your submission. First, a query-set report: we run 200+ AI queries across ChatGPT, Perplexity, and Google AI Overviews that reflect the actual questions Kechi-area B2B buyers ask when researching vendors in your category, and we document exactly where your brand appears and where it does not. Second, an entity gap analysis identifying which LLM-readable sources – directories, publications, schema registries – currently reference your business and which authoritative sources are missing your brand entirely. Third, a content audit scoring your existing website assets against GEO citation criteria including structure, entity density, FAQ coverage, and schema implementation. Fourth, a competitor benchmark showing which Wichita metro or Kansas-based competitors currently hold AI citations in your specific category and which platforms they appear on. Fifth, a prioritised action plan listing the specific steps – ranked by estimated citation impact – that would most rapidly improve your AI visibility. Every audit is produced manually for your specific brand and category, not generated from a template.

Kechi's position within the Wichita aerospace cluster – home to Boeing, Spirit AeroSystems, Textron Aviation, and their extensive supplier networks – means that many Kechi-based businesses are either direct sub-tier suppliers or serve those suppliers with industrial services, tooling, staffing, or logistics. Procurement professionals at these primes and their tier-one suppliers are increasingly using AI tools to generate supplier shortlists, particularly for categories like precision machining, non-destructive testing, industrial coatings, and speciality logistics. When a supply chain manager at a Wichita-area prime asks ChatGPT 'AS9100 certified small-batch manufacturers within 30 miles of Wichita,' the AI names companies that have been cited in aerospace trade publications, supplier databases like SAM.gov adjacent directories, and structured content that LLMs can parse. A Kechi supplier not present in those sources will not appear. GEO for aerospace supply chain companies in Kechi specifically targets the publications, certification databases, and industry Q&A forums that aerospace procurement AI queries retrieve from, building citation presence in exactly the sources that produce named recommendations in this sector.

BAMS Digital offers three service tiers for Kechi B2B businesses. The Starter plan is priced at $1,490 per month and covers the foundational GEO audit, entity graph setup, basic content architecture for up to three topic clusters, and monthly AI citation monitoring across ChatGPT and Perplexity. It is suited to smaller Kechi businesses or those in a single service category who want to establish initial AI citation presence without a large upfront commitment. The Growth plan at $2,990 per month adds off-site citation campaigns, expanded content production covering six to eight topic clusters, competitor Share of AI Voice tracking, and Google AI Overviews and Copilot optimisation. This tier is appropriate for Kechi businesses competing across multiple buyer segments or geographies. The Authority plan at $5,990 per month includes the full service stack: unlimited topic cluster development, aggressive off-site citation placement in national trade publications, weekly AI monitoring across all five major platforms, entity PR campaigns, and a dedicated strategist. This tier is designed for Kechi businesses seeking category leadership in AI citation pools within 90 days. All plans include the free 48-hour audit before commitment.

GEO and SEO are complementary disciplines that address different stages of the modern B2B buyer journey, and running both simultaneously is the most effective approach for Kechi businesses. SEO continues to serve buyers who go directly to Google and click through to websites – that traffic channel remains significant and should not be abandoned. GEO addresses the growing segment of buyers who start their vendor research in ChatGPT, Perplexity, or Google AI Overviews and never reach the organic search results at all. The content produced for GEO – structured FAQ pages, entity-rich articles, schema-marked service pages – also tends to perform well in traditional SEO because it is high-quality, structured, and authoritative. Similarly, strong SEO backlink profiles can marginally support GEO by increasing the authority of pages that LLMs may retrieve. BAMS Digital works alongside existing SEO agencies or in-house SEO teams without conflict, focusing exclusively on the citation architecture and entity signals that SEO programmes do not address. For a Kechi manufacturing or professional services firm, this means your existing SEO investment keeps working while GEO builds a parallel visibility channel in AI-generated answers.

BAMS Digital tracks three primary metrics for Kechi clients. AI Citation Frequency measures how often your brand is named in AI-generated responses across a defined query set – for example, how many times your Kechi business appears across 200 relevant queries run weekly on ChatGPT and Perplexity. Share of AI Voice measures the percentage of AI responses in your category that name your brand versus competitors, giving a direct competitive benchmark. Brand Mention Velocity tracks the rate at which new third-party citations of your brand are appearing in the sources LLMs retrieve from, indicating whether your citation pool is growing, stable, or declining. These three metrics are reported weekly in a dashboard and summarised in a monthly strategy review. Attribution to inbound leads is tracked where source data is available – clients on the Growth and Authority plans receive UTM-level tracking on AI-referred traffic where platforms permit it. Across 500+ brands, the average client sees measurable AI Citation Frequency growth within six weeks and a statistically significant Share of AI Voice improvement by day 90.

BAMS Digital was founded in 2024 as a GEO-native agency, meaning the entire methodology, tooling, and team structure was built around LLM citation mechanics from day one – not adapted from an SEO or content marketing background. Agency principal Alisa Bolokhovets holds an MBA from the University of Edinburgh with research focus on AI-driven information retrieval, and that academic grounding informs a methodology that goes significantly deeper than keyword-stuffed 'AI-friendly content' approaches offered by generalist agencies. The results are documented: 5,200+ verified AI citations generated across 500+ brands since launch, with B2B clients averaging a 212% increase in AI-attributed inbound leads within 90 days. For Kechi businesses specifically, BAMS Digital offers genuine local market knowledge of the Wichita aerospace and manufacturing ecosystem, the supplier categories most active in AI-assisted procurement, and the query patterns Kechi-area buyers actually use. No other agency currently serving the Kechi market combines GEO-native methodology, verified citation results at this scale, and specific regional knowledge of south-central Kansas B2B buyer behaviour.