Keyword Clustering and Topic Research That Builds Topical Authority
A flat list of keywords cannot win a competitive niche anymore. SDM groups search terms into semantic clusters, maps the entities behind them, and turns the output into a content plan that ranks on Google and gets cited by AI models such as ChatGPT and Gemini.
A Research Process Built for Search Engines and Language Models
Google and AI assistants both read your site the same way. They look for depth around a subject, not a pile of disconnected phrases. SDM structures your keyword data so both audiences find the same clear answer, your brand.
Semantic Clustering Method
We group thousands of queries by meaning and search intent instead of volume alone, using cosine similarity and n gram analysis to find the true shape of your niche.
Entity and Knowledge Graph Mapping
Every cluster is linked to the named entities, people, places, products, and concepts, that Google and large language models associate with your industry.
Ready for AI Overviews
Our briefs are written so your content can be pulled into AI Overviews, ChatGPT answers, and Gemini responses, not just ranked ten blue links deep.
ICP Aligned Prioritization
Clusters are scored against your ideal customer profile, so effort goes first to the topics your actual buyers search, not vanity keywords with empty traffic.
Global Market Coverage
We research in any language and locale your customers use, adjusting for regional phrasing, local competitors, and country specific search behavior.
Transparent Delivery
You get a dedicated strategist, a shared workspace, and a clear map of every cluster, priority score, and content brief, updated as the project moves.
Ready to Build Topical Authority in Your Niche
Get a free audit of your current keyword coverage and a preview of the clusters you are missing.
Our Keyword Clustering and Topic Research Deliverables
Every engagement moves from raw search data to a finished plan your writers and developers can act on the same week.
Seed Keyword Discovery
We pull the full universe of terms your market searches, including questions, comparisons, and long tail phrasing your competitors overlook.
Search Intent Classification
Every keyword is tagged as informational, commercial, transactional, or navigational, so content is matched to the stage of the buyer journey.
Topic Cluster Mapping
Parent topics and supporting subtopics are organized into a visual map that shows exactly how your pages should link to each other.
Competitor Keyword Gap Analysis
We reverse engineer the terms your top competitors rank for and surface the clusters they have not covered well yet.
Entity and NLP Term Extraction
Using natural language processing, we identify the supporting entities and terms Google expects to see for genuine topical depth.
AI Answer Engine Optimization
Content briefs are engineered for citation inside AI Overviews and chat based assistants, capturing visibility beyond the organic result page.
How We Turn Search Data Into a Topical Authority Plan
A structured sequence built for measurable, sustainable growth, from the first call to the final handoff.
Discovery and Business Analysis
We learn your offer, your ideal customer profile, and the markets you sell into worldwide.
Seed Keyword and Market Research
We build the raw dataset of queries across your niche, locale, and competitor landscape.
Search Intent Segmentation
Every term is classified by intent and funnel stage so nothing gets misprioritized.
Semantic Clustering and Mapping
Keywords are grouped into topic clusters using similarity scoring and entity relationships.
Entity and Schema Roadmap
We define the structured data and supporting entities each cluster needs to earn topical trust.
Content Brief and Prioritization
Clusters are scored by opportunity and turned into writer ready briefs, ranked by impact.
Delivery and Strategy Walkthrough
Your dedicated strategist walks the full map with your team and answers every question live.
Ongoing Refinement
As rankings and AI citations grow, we revisit clusters quarterly to close new gaps and trends.
Real Growth for Businesses Across Every Continent
SDM has mapped topical strategy for brands across software, retail, healthcare, finance, and travel worldwide.
Our old keyword list sat in a spreadsheet nobody used. The cluster map SDM built became the actual content calendar for our whole team.
We sell into six countries and needed keyword research that respected local phrasing. SDM handled every market without losing consistency.
Their entity mapping gave our developers exactly what schema to add. Our clinic pages started showing in AI Overviews within a quarter.
Industries We Build Topical Authority For, Worldwide
Search behavior differs by industry. Our clustering method adapts to the vocabulary and intent of your specific market.
SaaS and Technology
Ecommerce and Retail
Healthcare and Wellness
Finance and Insurance
Travel and Hospitality
Professional Services
The Complete Keyword Intelligence Package
You do not receive a spreadsheet of keywords. You receive a structured architecture ready for your writers, developers, and AI crawlers alike.
Topical Map Visualization
A visual hierarchy of your niche showing parent topics, child clusters, and the internal links that connect them into one authority.
Entity and Schema Roadmap
The specific structured data and named entities each page needs so your site speaks the native language of the knowledge graph.
Intent Based Content Briefs
Writer ready briefs listing the questions to answer, entities to mention, and the unique information gain needed to earn an AI citation.
Keyword Research Packages for Businesses Worldwide
Every plan starts with a free audit. Choose the depth of research your growth stage needs.
Starter
- Up to 150 target keywords
- Search intent classification
- 3 topic clusters mapped
- Competitor gap snapshot
- Delivered in 7 business days
Growth
- Up to 500 target keywords
- Full semantic clustering
- 10 topic clusters mapped
- Entity and schema roadmap
- 20 writer ready content briefs
- Strategist walkthrough call
Enterprise
- Unlimited keywords and clusters
- Multi country and multi language research
- Full entity and knowledge graph mapping
- AI answer engine optimization briefs
- Dedicated strategist and quarterly refresh
All packages include a free keyword audit. No long term contracts.
Frequently Asked Questions About Our Keyword Research Service
Ready to Own the Topic, Not Just the Keyword
Get a free audit of your current keyword coverage and see the clusters your competitors have not claimed yet.