I build organic growth strategies around how search actually works.
Semantic SEO, topical authority and AI search optimization for healthcare, e-commerce, SaaS and international brands that need to be found on Google, and named inside ChatGPT, Perplexity and AI Overviews.
Working with healthcare, e-commerce, SaaS, and international businesses on semantic SEO and AI search visibility.
about me
Search behaves like a system. I read it like one.
I'm a Semantic SEO and organic growth strategist working with healthcare, e-commerce, SaaS and international businesses. My background is in software engineering, so I read the underlying logic of search before I touch anything on the surface.
I spend real time inside Google's patents and documentation, tracing how algorithms interpret meaning. The work still stays human. Behind every topical map is a person looking for an answer, and behind every client is a business I want to see grow.
Working with me looks like this: research before recommendations, strategy built around your market, and a plan that ties content back to real business outcomes, not just rankings.
That work now reaches past rankings into how ChatGPT, Perplexity, Gemini and AI Overviews understand, cite and recommend a business. Same semantic groundwork, wider surface.
how a machine reads this page
Every page I build declares what it is in machine-readable terms. That's the same signal an AI assistant reads before deciding whether to cite you.
what changed
You followed the rules. The rules were rewritten.
Search was rebuilt underneath everyone between 2019 and 2024. No announcement, no migration guide. The playbooks most sites still run were written for the engine that came before it.
Shift 01
From words to things
Google stopped matching phrases and started mapping things: brands, products, conditions, ingredients.
Covering a subject completely now beats repeating a keyword. That is why a page ranks for words it never uses.
repetition → relationships
Shift 02
From a list to an answer
A result page used to be ten options. Increasingly it is one answer, assembled before anyone scrolls.
The question is no longer where do I rank. It is whether your page gets named.
ten results → one citation
Shift 03
From more visitors to the right ones
Traffic up, revenue flat is the most common report I read. The numbers are accurate. They measure the wrong thing.
Broad content attracts browsers. Specific content meets buyers.
volume → the ones already deciding
In almost every site I audit, the effort was never the problem. The model underneath it changed.
where i work
The methodology is the same. The vocabulary isn't.
Semantic structure is universal. What changes by industry is the entity landscape, the compliance constraints and how buyers phrase what they need. Those get learned during research, never assumed.
Not listed? The framework still applies. Tell me your vertical and I'll tell you honestly whether I'm the right fit.
case studies
Results, tied to strategy.
Healthcare
Grove Healthcare
Approach
Semantic SEO strategy and topical mapping built around patient search intent and clinical trust signals.
Behavioral Health
Addiction Recovery Centers
Approach
Topical authority and content strategy focused on the specific questions people ask before reaching out.
Behavioral Health
Olympic Behavioral Health
Approach
Semantic content strategy and on-page optimization aligned to conversion intent, not just traffic volume.
Results shown reflect verified client outcomes. Detailed reporting for each engagement is available on request.
perspective
Search isn't a checklist of keywords. It's a map of how people ask questions, and how Google, or an AI assistant, decides who understands the answer best.
Meaning is measured as distance. Two people can phrase the same need in completely different words and land in the same region of that map. My work is making sure your content is already sitting there when they arrive.
Three differently worded questions. One neighbourhood.
the mechanism
What happens between a question and an answer.
A question is turned into a vector, matched against every indexed passage, narrowed to a handful, and rewritten into an answer. Being cited means being one of those passages.
The blue marker at the end is a citation. That is the whole objective.
unit of retrieval
A person reads meaning. A machine reads structure.
No AI system retrieves your page. It splits the page into passages, converts each one into coordinates, and retrieves the passages.
Whether a passage survives that split is a structural decision, made long before anyone searches.
how relevance resolves
Nothing gets cited for one reason.
Relevance is dozens of weak signals reinforcing each other: entity coverage, internal links, structure, corroboration across pages. A single strong page rarely wins. A connected body of work does, because the signal has somewhere to travel.
Watch a signal enter at the edge and resolve at the centre. That convergence is what a citation actually is.
signals propagate · the centre resolves
why it matters
A citation is the start of the journey, not the finish.
Being named in an AI answer puts you in front of someone already at the point of deciding. They arrive pre-qualified, with the recommendation already made. That is a very different visitor from a cold click.
the shape of the journey, not a measured funnel
services
What I do, and what lands in your hands.
Engagements are built from these and scoped to what your site actually needs. No packages, no tiers. The audit decides the shape.
Semantic SEO Strategy
A framework built around how your market actually searches, mapped to entities and topics instead of keywords.
Topical Maps
Every subtopic your site needs in order to be read as complete on a subject, sequenced by priority.
Semantic Content Briefs
Briefs that tell a writer what a page must say to satisfy both the reader's intent and the topic's semantic requirements.
AI Search Optimization
People increasingly ask an assistant instead of scanning links. I structure and position your content so those systems can find it, understand it and name your business in the answer. It runs on the same semantic foundation as your organic SEO rather than sitting beside it.
Content Strategy
How content gets planned, produced, and connected across the site so pages reinforce each other instead of competing.
On-Page SEO
How individual pages are structured: headings, internal links and schema, so readers and machines can both follow them.
Technical SEO
The structural issues that cap how well a site can perform: crawlability, indexation and site architecture.
SEO Audits
A full diagnostic of where a site stands today, technically and topically, and what is actually holding growth back.
Competitive Gap Analysis
What your competitors cover that you don't, and more usefully, the coverage nobody in your market has claimed yet.
signature methodology
Six stages, one strategic thread.
Audit the current site, market, and competitive search landscape.
Audit findings and an opportunity brief.
You can't build strategy on assumptions.
A clear starting point.
Study search intent, entities, and how Google's algorithms model a topic.
Entity and intent research.
Relevance is defined by meaning, not keywords.
A real map of the topic space.
Define every subtopic needed to demonstrate authority.
A topical map covering the full subject.
Topical maps are the backbone of semantic SEO.
A content roadmap grounded in topical completeness.
Translate the topical map into writable, structured guidance.
Semantic content briefs for each mapped topic.
Briefs translate strategy into content that can actually be written well.
Content built to be understood, not just read.
Execute the on-page and technical SEO the strategy requires.
On-page and technical SEO execution.
Strategy fails without disciplined execution.
A site structured the way the strategy intended.
Review performance against the original business goal, including how the brand shows up in AI-generated answers.
Ongoing performance reporting and refinement.
Search evolves, and strategy has to keep pace.
Compounding organic growth.
testimonials
What people say after working with me.
Noor is an experienced content brief creator with experience in all aspects of SEO. Very efficient and dedicated to her work. I'm very happy to work with her.
I've had the pleasure of working closely with Noor Khan at PLAY.FUN. Her innovative ideas and deep understanding of Google's algorithms have significantly boosted our online visibility. Noor is a fantastic team player, always ready to share new ideas.
I've had the privilege of working with Noor at Brand North. Her ability to strategize topical maps and optimize content for search engines has played a pivotal role in driving organic growth.
I highly recommend Noor Khan as an SEO expert. At PLAY.FUN, she has significantly boosted our online visibility and search rankings. Noor's deep expertise, collaborative nature, and positive attitude make her an invaluable asset to any team.
I had a great time working with Noor. She's an amazing Semantic SEO Specialist who really knows her stuff when it comes to Google's algorithms. She has a talent for building topical maps and content networks that work.
Noor is a true professional and an experienced Semantic SEO specialist. She is someone you can rely on and also very accountable for her work. I recommend her to anyone looking to work with someone who really knows what they're doing.
Noor was very helpful with writing semantic content at our agency. She does a great job and I highly recommend her.
Great knowledge in the fields of LLM and semantics.
I highly recommend Noor Khan as a talented Semantic SEO Specialist. Her knowledge of search engines and smart strategies consistently delivers excellent results.
I've had the pleasure of working closely with Noor Khan at Brand North. Her expertise in creating detailed, insightful and highly effective semantic content briefs sets her apart in the field.
Noor Khan has a strong command of SEO and the English language, which allows her to communicate complex strategies clearly. Her ability to analyze and optimize content based on keyword research has been instrumental in improving search visibility.
I strongly recommend Noor Khan, a talented semantic SEO specialist. She is passionate, hardworking, and dedicated to her work. Her sincerity and commitment are impressive, making her a great asset to any team.
Noor is great to work with. Professional, reliable, and knowledgeable in SEO. She communicates well, delivers on time, and brings real value to every project. I'm happy to recommend her.
My experience collaborating with Noor Khan on an e-commerce project was exceptional. Her semantic SEO strategy and teamwork were truly amazing. Her approach not only boosted our digital presence but also enhanced our sales significantly.
before you ask
The questions people actually ask.
Leading indicators like impressions, indexed page growth and ranking movement usually show within two to three months. Meaningful revenue impact usually lands between months four and eight, depending on where you're starting and how competitive your space is. Anyone promising meaningful results in 30 days is either misinformed or using tactics that will eventually cost you.
Conventional SEO targets keywords and measures placement. Semantic SEO targets entities and measures how completely you cover the topic Google associates with them. The practical difference is decay versus compounding: keyword-targeted content loses ground every time a competitor publishes something similar, while semantically complete coverage strengthens every related page you already have.
No, and I'd be suspicious of anyone selling it that way. The structure that makes content extractable by ChatGPT, Perplexity, and AI Overviews is the same entity-clear, well-organized structure that ranks in Google. Building it twice would mean it wasn't built properly the first time.
Probably, and I'll tell you if not. I've worked across healthcare, behavioral health, e-commerce, SaaS, cloud computing, automotive, and iGaming. The semantic principles hold across all of them. What changes is the entity landscape and the compliance constraints, and those get learned during research rather than assumed at the start.
Usually that's where the fastest gains are. An audit identifies which existing pages are underperforming because of missing entity coverage or weak structure, and which gaps genuinely need new content. Most engagements start by restructuring pages you've already paid for, before producing anything new.
The methodology is platform-independent, so the content architecture stays the same. Technical execution does: Shopify constrains URL structure in ways that affect category architecture, WordPress and WooCommerce give more freedom with schema and templates. I adapt the implementation and keep the architecture consistent.
Working artifacts, not slide decks: topical maps, semantic content briefs your writers can execute from, technical and on-page recommendations with priorities attached, and reporting tied back to the business goal we agreed at the start. You keep all of it.
Something I didn't cover? Ask me directly →
Let me show you exactly where your search visibility is breaking, and what to fix first.
Every month this waits, a competitor claims coverage you cannot take back.
Start with a written gap snapshot instead.
Send your URL. I'll compare your content to your top competitors and send back what I find in writing. No call, no follow-up sequence.
- How your topical coverage compares to your top three competitors
- The structural gaps affecting your most important pages
- Whether AI assistants can currently extract and cite you
- The openings in your market nobody has claimed yet