Helping Maryland businesses get cited in ChatGPT, Gemini, Perplexity, and Google’s AI Overviews — so the buyers who skip Google still find you.
Your buyers have changed how they search. A Bethesda biotech procurement director researching a vendor no longer types five Google queries and reads ten blog posts. She asks ChatGPT once and gets a short answer with two or three recommended companies. If you are not on that list, you do not get the meeting.
Maryland is home to one of the densest concentrations of federal agencies, biotech, and defense in the country — Lockheed Martin (Bethesda HQ), Marriott International (Bethesda), Discovery Inc. (Silver Spring), Under Armour (Baltimore), McCormick & Company (Hunt Valley), W. R. Grace (Columbia), T. Rowe Price (Baltimore), Northrop Grumman Mission Systems (Linthicum), plus NIH, FDA, NSA, NIST, the U.S. Naval Academy, NASA Goddard, Johns Hopkins, and the dense biotech base around the I-270 corridor. The decision-makers at those agencies and companies, and at the thousands of mid-market firms supplying them, run high-stakes vendor evaluations. They are exactly the audience adopting AI search the fastest.
The same shift is happening in the federal contracting corridor around NSA Fort Meade and the BWI Tech Corridor, in the biotech base along I-270 from Bethesda to Rockville to Gaithersburg (the BioHealth Capital Region), in the Johns Hopkins healthcare and research ecosystem, in the Port of Baltimore logistics base, and in the Annapolis maritime and defense ecosystem. Wherever your buyer is in Maryland, they are increasingly asking an AI model for the shortlist before they ever land on your site.
Rank System AI exists to make sure your business is on that shortlist. We optimize for Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) — the two practices that decide which brands AI models cite, recommend, and hand to your prospects.
weekly ChatGPT users (OpenAI public disclosure, 2025). Your B2B buyers are inside this number.
of US Google searches now show AI Overviews (industry tracking, 2025). The share keeps climbing.
of US businesses have not yet optimized for AI search (industry tracking, 2025). The first movers in Maryland will own these citations for years.
Numbers are directional industry estimates as of 2026 and are refreshed quarterly.
Maryland’s economy is anchored by federal contracting, biotech, and cybersecurity. We tune our AEO and GEO process to the buying patterns of these eight sectors.
NIH (Bethesda), FDA (Silver Spring), Johns Hopkins, MedImmune / AstraZeneca (Gaithersburg), Novavax (Gaithersburg), Emergent BioSolutions, plus the dense biotech base across the I-270 BioHealth Capital Region. We build the citation footprint that gets biotech, CDMO, and life-sciences vendors recommended.
Lockheed Martin (Bethesda HQ), Northrop Grumman Mission Systems (Linthicum), Leidos Health, CACI, Booz Allen Hamilton MD ops, Engility, plus the dense GovCon base around NSA Fort Meade and BWI. We build the citation footprint that gets cleared contractors recommended.
Anchored by NSA Fort Meade and U.S. Cyber Command, plus Tenable (Columbia), Sourcefire legacy, ZeroFox, Dragos, Huntress, plus the dense cybersecurity and intelligence-services ecosystem around BWI and Fort Meade. We position cybersecurity and cloud firms so AI tools recommend them when enterprise and federal buyers research.
Johns Hopkins Medicine, MedStar Health, University of Maryland Medical System, LifeBridge Health, Adventist HealthCare, plus the deep health-tech base feeding the BioHealth Capital Region. We build the citation footprint that gets hospitals, device makers, and healthtech vendors recommended.
T. Rowe Price (Baltimore), Legg Mason / Franklin Templeton (Baltimore), Stifel, plus the dense RIA and asset-management bench across the Baltimore-Washington corridor. We position banks, asset managers, RIAs, and fintech firms so AI tools recommend them when institutional buyers research.
NASA Goddard Space Flight Center, U.S. Naval Academy (Annapolis), Naval Air Station Patuxent River, plus the Port of Baltimore and a deep maritime and shipbuilding base. We build the citation footprint that gets cleared suppliers and primes recommended.
Under Armour (Baltimore), McCormick & Company (Hunt Valley), Discovery Inc. (Silver Spring), Marriott International (Bethesda), plus a deep DTC and Shopify ecosystem. We help retail and consumer brands show up when shoppers ask AI models for product recommendations.
AI is changing how prospective clients research attorneys, especially for federal regulatory, pharma, healthcare, and corporate work. We position Maryland firms — solo, mid-size, or large — to be the firm AI cites when a Baltimore, Bethesda, Annapolis, or Rockville client asks for help.
We map exactly where your brand currently shows up — and does not — across ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, and Bing Copilot. You see your starting score, your top-three competitors’ scores, and the queries you are losing.
Most Maryland businesses have weak or fragmented entity data. We fix it. Wikidata, Google Knowledge Panel, schema.org, industry directories, third-party knowledge graphs — all aligned, all consistent, all pointing back to you.
Traditional SEO content does not get cited by LLMs. We rebuild your highest-value pages and create new ones in the structure AI models actually pull from — clear answer blocks, defensible claims, structured comparisons, clean entity references.
AI models trust what other trusted sources say about you. We pursue mentions, reviews, and references across the publications and directories the AI models weight most heavily for your category and geography.
You get a monthly report showing your AI visibility score, your citation count, your competitors, and the prompts you now own versus the ones still up for grabs. We iterate every month.
We work with businesses across the state. Our most common engagements come from these metro areas:
We also serve businesses in Germantown, Wheaton, Catonsville, Ellicott City, Glen Burnie, Aspen Hill, Dundalk, Severn, and the surrounding metros.
ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, and Bing Copilot each weight content differently. We track all six and tune for the ones your buyers actually use.
The thing that moves revenue is whether your brand gets cited when a prospect asks a real buying question. That is what we measure and what we report on.
Cleaning up Wikidata entries, fixing knowledge graphs, aligning schema across a site — it is unglamorous work, and it is the foundation of AI visibility. We do it.
This is what we do. Every system, every report, every playbook is built for AI search — not bolted on to an SEO service line.
Started with zero AI citations across the major models. After ninety days of entity setup, content rework, and citation building, the company was being recommended in ChatGPT and Perplexity for its top three product queries. The pharma R&D leads who used to find them on page two of Google were now hearing the brand name first.
Selling into federal CISOs that increasingly start with AI research. We rebuilt the knowledge graph and got the company cited in Gemini and Claude for its specific capability profile. Inbound RFQs sourced from AI-led searches went up.
The competitor was already showing up in AI answers. We did the audit, found the structured-content gaps, and rebuilt the cornerstone pages. Within a quarter the firm was being cited for the high-intent queries the partners cared about.
Examples reflect typical engagement patterns. Specific results depend on industry, starting position, and category competitiveness.
SEO gets you ranked on Google’s blue links. AEO and GEO get you cited inside ChatGPT, Gemini, Perplexity, and Google AI Overviews — where an increasing share of your buyers start. Most MD businesses already do SEO. Almost none are optimized for AI search yet, which is why the window is open.
Most clients start seeing citation movement in 60 to 90 days. Full visibility for high-intent queries usually takes 4 to 6 months. Biotech, defense, and healthcare take longer because the AI models are more conservative in those verticals.
Yes. Our process is the same whether you are in Frederick, Gaithersburg, Annapolis, Columbia, Salisbury, or a smaller community. AI models do not care about geography the way Google’s local pack does — they care about authority signals, which we can build for any Maryland business.
We have packages built for small Maryland businesses, mid-market firms, and enterprises with multiple product lines. The audit is free.
No. We work alongside your existing SEO team, content agency, or in-house marketers. AEO and GEO are additive layers on top of solid SEO foundations.
Monthly reports showing your citation count by AI platform, your visibility score versus your top three competitors, the prompts you now win, the prompts still up for grabs, and the revenue-relevant queries we have moved you on. No vanity metrics.
Highly regulated and cleared categories require specific entity work — FDA references, ITAR/DoD credentials, FedRAMP, SOC 2, ISO certifications. We build that into the content and schema layer so AI models treat your firm as a credible reference.
It is mostly technical content and entity work, and we do the heavy lifting. Your team reviews and approves. The lift on your side is usually one or two hours of subject-matter input per month after the initial audit.
We benchmark your brand across ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, and Bing Copilot, compare you to your top three Maryland competitors, and hand you a written report with the queries you are losing and the ones you can win first.
No sales pitch. No pressure to buy. Even if we never work together, the report is yours to keep.