POWERED BY CLAUDE · 87 TOOLS

Build a semantic topical map with the AI semantic SEO tool

SemanticOS turns your domain into a semantic topical map: an entity-based plan of pillar, cluster and supporting pages with search intents, URL paths and internal links. Then it writes a semantic-SEO brief for every page and gives you 87 semantic SEO tools to build topical authority.

Full core workflow for 7 days · upgrade anytime — your projects carry over.

You bring your own Claude API key to use the tool.

Every review 5 stars on Trustpilot

From a domain to a complete topical map in 3 steps

A topical map creation tool that does the work a spreadsheet never could — no manual clustering, no guesswork.

  1. STEP 01

    Enter your domain & niche

    Type your domain or seed keyword. Tell SemanticOS your entity type, audience, and target market. That’s all the input you need — no technical setup, no onboarding calls.

    INPUT
    domain.com · "specialty coffee" · global
  2. STEP 02

    AI builds your topical map & briefs

    SemanticOS analyzes entity-attribute relationships, keyword clusters, and SERP intent to generate a complete pillar–cluster–supporting architecture with semantic-SEO briefs for every article.

    PROCESSING
    pillars · clusters · entities · briefs
  3. STEP 03

    Publish, track & close gaps

    Export to CSV, XLSX, Markdown or PDF. Track entity drift, detect cannibalization, monitor E-E-A-T signals, and use 87 tools to close every semantic gap until you dominate your niche.

    OUTPUT
    csv · xlsx · pdf · gsc sync

What is a semantic topical map?

A semantic topical map is a topical map built from entities and their relationships instead of from a keyword list. It starts with one central entity (what your site is about), breaks it into the attributes searchers care about, and turns each attribute into a page with a search intent, a URL and internal links to its parent and siblings.

A keyword-based map groups queries that look alike. A semantic SEO topical map decides what your site should publish, where each page sits in the hierarchy, and how meaning flows between pages, so search engines can read your coverage of the whole topic, not just one query at a time. That is how topical authority is built.

Topical map generator

Create a semantic topical map from your domain in minutes: pillars, clusters, intents and URL paths.

Semantic SEO tool

Central entity, EAV architecture, entity drift and schema: the entity-based SEO layer around the map.

Topical authority tool

Measure coverage, find topical gaps and fix cannibalization until the site owns its topic.

Content brief generator

Turn every node on the map into a writer-ready semantic SEO content brief.

People who’ve backed this build.

Founders and operators from the SEO and digital marketing world who’ve supported SemanticOS along the way.

Viktor Iwan
Viktor Iwan
CEO & Founder, Doxadigital · Ambassador @Semrush
Cyle Patnode
Cyle Patnode
Founder, Your Online Advisors & Case Engine Rincon
Fred Vinson
Fred Vinson
Founder, Lead Automation Systems · Healthcare AI Systems Engineer
Igor Mateski
Igor Mateski
Digital agency founder, web developer & organizational consultant
Han Vandevenne
Han Vandevenne
Digital designer, brand strategist & creative consultant · Antwerp, Belgium
Andriy Terentyev
Andriy Terentyev
Travel SEO · ex-SEO Lead @ Kiwi.com

Swipe to see more well-wishers

Topical map software that builds the whole map in minutes

SemanticOS starts from your central entity, not from a keyword list. Enter your domain, confirm the entity and its attributes, and SemanticOS constructs a full pillar–cluster–supporting architecture aligned with how Google models a topic. See how to create a topical map with AI →

SEMANTIC TOPICAL MAP · entity → pillar → cluster → article
Example semantic topical map for specialty coffee: one central entity, three Core pillars and one Outer pillar, eleven clusters with 45 supporting articles, three gaps, and the detail SemanticOS stores for each page. Specialty coffee CENTRAL ENTITY CORE · PILLAR Brewing methods Espresso 8 Pour-over 6 Cold brew 5 CORE · PILLAR Coffee beans Origins 7 Roast levels 4 Processing GAP CORE · PILLAR Equipment Grinders 6 Kettles GAP Espresso machines OUTER · PILLAR Café business Opening a café 4 Pricing GAP Espresso machines CLUSTER · COMMERCIAL INTENT semanticos.site/equipment/espresso-machines/ PARENT Equipment SUPPORTING 5 articles INTERNAL LINKS 6 in · 4 out CONTENT BRIEF ✓ ready

Swipe to see the full map →

● covered   ○ gap   # = supporting articles4 pillars · 11 clusters · 45 articles · 3 gaps

Auto topical map builder from domain intelligence

Input your domain and business context. SemanticOS analyzes your niche, entity type, and competitive landscape to generate a semantically complete topical map structured around entity-attribute relationships.

Pillar, cluster & supporting architecture

Every map follows a strict three-tier structure: pillar pages establish authority, cluster articles cover intent variations, and supporting content closes semantic gaps — mirroring Google’s entity model.

Topical gap heatmap & cannibalization detection

Visualize coverage on a live heatmap — which attributes are covered, which are thin, which articles compete for the same intent. Fix gaps before they cost you rankings.

AI content briefs built on entity-based semantic SEO.

SemanticOS generates semantic-SEO content briefs that tell writers exactly what to cover, how to structure it, and which entities to include — not just a keyword list. Explore the content brief generator →

BRIEF · espresso-brewing.md SEMANTIC-SEO NATIVE
H1Espresso brewing: complete guideentity:espresso
H2What is espresso? (definition)attr:definition
H2Espresso machine attributesattr:hardware
H3Pressure (9 bar standard)val:9bar
H3Boiler types: single, dual, heat-exchangeval:boiler
H2Grind size and dose ratioattr:grind
H2Related: ristretto, lungo, americanorel:variants

Semantic-SEO H2 & H3 outlines

Every brief includes a semantically ordered heading hierarchy — central entity, attributes, related entities, question-based sub-topics — structured to match how Google reads a comprehensive article.

Intent conflict detection before you write

SemanticOS checks SERP intent signals before generating a brief. If two articles compete for the same query, it flags the conflict and recommends consolidation or redirection — saving you from cannibalization before it happens.

Brief → Draft pipeline with NLP injection

Turn any brief into a full draft. SemanticOS injects NLP-confirmed semantic terms, entity co-occurrences, and contextual phrases at the right density — natural reading, full signal coverage.

Google ranks on entities, not keywords. Now you can too.

Google’s ranking model is built on entities, not keywords. SemanticOS gives you the tools to define, build, and protect your entity identity across your entire site. What makes it a semantic SEO tool → · How it measures topical authority →

EAV STRUCTURE — espresso_machine.json
kindkeymetavalue
entityEspresso machinetypeproduct
attributepressureunitbar
value9confidence0.97
attributeboiler_typeunitenum
valuedualconfidence0.91

Entity-Attribute-Value (EAV) architecture

Map every entity your site claims to be about — its attributes, values, and relationships. The EAV structure becomes the backbone of your topical map, internal linking, and schema markup.

Entity drift analyzer

Close the gap between claimed and perceived identity. Entity Drift compares what your content claims versus what Google’s entity model assigns, then surfaces the exact articles causing misalignment.

E-E-A-T credential builder & author schema

Build structured author profiles, credential pages, and organization schema that demonstrate real Experience, Expertise, Authoritativeness, and Trustworthiness — the signals that decide high-stakes queries.

87 semantic SEO tools — from keyword research to local SEO.

SemanticOS replaces the fragmented stack most SEOs use — a topical map tool, a content brief generator, a keyword clustering tool and an entity SEO auditor in one. Everything is connected: your topical map drives your briefs, your briefs drive your audits, your audits update your map.

See all 87 tools →

Competitor semantic analysis

Reverse-engineer competitor topical maps. See which entity clusters they dominate and which gaps they left open.

Google Business Profile optimizer

Apply entity SEO principles to your GBP listing. Align profile attributes with what Google expects for your category.

GSC sync & PPR tracking

Connect Search Console to track Pillar Page Rank — a composite authority score per cluster based on impressions, clicks, position trends.

Semantic distance & context vector

Measure how semantically close any two pieces of content are. Confirm internal links make semantic sense before publishing.

Multilingual semantic SEO mode

Generate topical maps and briefs in 15+ languages, with entity-attribute structures adapted for regional search intent — not just translated.

Programmatic SEO planner

Design entity-driven programmatic templates at scale. Define entity, attributes, and pattern once — generate thousands of unique pages.

SemanticOS vs Surfer vs MarketMuse vs TopicalMap AI.

Most SEO tools treat semantic SEO as an afterthought and bolt a cluster view onto a keyword tool. SemanticOS is purpose-built topical map software, built on entity-based semantic SEO principles — giving you depth no general tool can match.

Feature SemanticOS BEST VALUE Surfer SEO MarketMuse TopicalMap AI
Pricing model
Starting price$59/mo$99/mo$199/mo$56/mo
Lifetime option$1,999 one-time———
AI usageYour own Claude key, at costBundled creditsBundled queriesBundled credits
Generation capsNonePer-plan limitsPer-plan limitsPer-plan limits
Topical map architecture
Topical map builderfull pillar–cluster–supportbasic outline onlytopic modelcluster-only
Entity SEO framework✓ native EAV architecture———
Central entity + Source Context modeling✓———
Semantic field → pillar spine → URL paths✓———
Silo architecture planner✓———
Internal link plan generated from the map✓partial——
Briefs & content production
Content brief generatorentity-aware, semantic-SEO nativeNLP-basedtopic-basedbasic
Intent conflict check before writing✓———
Brief → draft with NLP injection✓✓✓—
Question → heading (Q2H) outlines✓———
Analysis & authority
E-E-A-T credential builder✓———
Entity drift analyzer✓———
Cannibalization detector✓✓——
Topical gap heatmap✓—topic inventory—
Semantic distance / embedding analysis✓———
GSC sync + competitor radarPro+✓✓—
Query fan-out, SPO triples, KG alignment✓———
Scale & delivery
Google Business Profile optimizer✓———
Schema markup library✓———
Bulk URL audit✓———
Programmatic SEO planner✓———
Multilingual mode15+ languages✓——
White-label PDF exportAgency plan——Pro+
Total SEO tools included87~12~8~5

Competitor rows reflect what Surfer SEO, MarketMuse and TopicalMap AI advertise on their own public pricing and feature pages, checked September 2026. A dash means the capability is not offered as part of a topical map workflow, not that the tool is incapable of anything similar. Plans change — verify before you switch.

+312%

avg. organic traffic after 6 mo

Across 240 audited sites

47s

to generate a full topical map

12 pillars · 180+ sub-topics

4–8 wk

until first measurable ranking lift

Self-reported by 600+ users

Real reviews, straight from Trustpilot.

Unprompted 5-star reviews from SEOs using SemanticOS to build topical maps — screenshotted as published.

Read all reviews on Trustpilot
“It’s been an absolute game changer for us so far! I used to spend hours manually scraping the SERP’s and putting together semantic content briefs… the team was averaging about 16 hours per topical map for onboarding clients, which is now done in minutes to a super high standard. The tool has paid for itself twice over already!!”
Alannah Picking
Customer email · Sep 2026
Trustpilot 5-star review by Fred Vinson (US): "This is the most advanced topical map software I've ever used! It's very thorough and it replicates Koray's topical map framework very well."
Trustpilot 5-star review by Abdullah: "I always struggled to get a good tool for semantic SEO ideas and validate them. Semanticos made it very easy for me. I was able to plan my new website in a couple of minutes."
Trustpilot 5-star review by Babji Kittu (IN): "One of the Great semantic SEO tool for topical map builder i loved it."
Trustpilot 5-star review by md nirob (BD): "Awesome Tools. Semantic seo tool. For topical map generation. Like the content brief and nlp injector as well."
Trustpilot 5-star review by Sujeet (IN): "Must buy product for complete Semantic SEO."

Swipe to see more reviews

Starter, Pro, Agency. Or buy it once for life.

Every plan is the same topical map building tool — the same builder, the same content brief generator, the same entity architecture. What changes is how many projects you run and how deep the semantic SEO toolkit goes. All plans include commercial use, and you bring your own Claude API key.

Not sure yet? Try everything that matters for $7.

7-day full trial — just $1/day. It is a preview of Starter, feature for feature: the complete core workflow (Domain Input → Topical Map → Briefs → Internal Links → Audit) on 1 project. The deep Pro and Agency analysis tools stay locked — upgrade any time and your work carries over.

Start 7-day trial — $7 →

Starter

MONTH
$59/month

For a solo SEO taking one site all the way from a domain to a published, audited topical map.

Projects1 site
Modules19 core modules
WorkflowComplete, through Audit Mode
  • Topical Map BuilderDomain Input → Source Context → Semantic Field → a full pillar–cluster–supporting topical map with URL paths.
  • Content Brief GeneratorAn entity-aware brief for every node on the map: H2/H3 outline, entities to cover, questions to answer.
  • EAV entity architecture + Semantic FieldDefine your central entity, its attributes and values — the spine your map, silos and internal links follow.
  • Internal Links + Audit ModeCloses the loop: a semantic internal-link plan across the whole map, then an audit of the live site against it.
  • Keyword research, clustering & the draft pipelineGroup queries by intent and attach each cluster to the node that should rank for it, then write: AI writer, heading builder, snippet optimizer, author profiles, content scorer, CMS publishing queue.
  • 1 project · 19 core modulesOne site, and the whole core workflow is open — the $7 trial is a 7-day preview of exactly this plan. Starter projects are permanent; deleting them is an Agency feature.

Not included: Entity Drift, E-E-A-T tools, GSC sync, competitor analysis and the 32 further analysis modules that start on Pro.

Get Starter →
MOST POPULAR

Pro

MONTH
$99/month

For SEOs and content teams who need the full entity stack and want to measure it.

Projects5 sites
Modules51 — Starter + 32
AddsMeasurement + analysis layer
  • Everything in Starter — across 5 projectsRun five client or portfolio sites side by side instead of one.
  • Semantic distance, embeddings & proximity mapMeasure how close any two pages really are, so every internal link and every new node is justified by the numbers.
  • Entity Drift + E-E-A-T credential builderCompare the identity you claim against the one Google assigns, and build author, credential and organization trust signals.
  • GSC sync, competitor & SERP analysisPull Search Console performance, reverse-engineer competitor topical maps, read SERP intent query by query.
  • Gap heatmap, cannibalization & intent conflictSee thin coverage and pages competing for one intent before they cost you rankings — each with a one-click fix.
  • Import existing URLs, schema, PDF & spreadsheet exportMap an existing site onto your topical map, generate schema, and export briefs into your editorial workflow.

Not included: white-label exports, unlimited projects, bulk auditing and the 36 advanced semantic modules on Agency.

Get Pro →

Agency

MONTH
$199/month

For agencies running a topical map service across many client sites at once.

ProjectsUnlimited
ModulesAll 87
DeliveryWhite-label, client-ready
  • Everything in Pro — unlimited projectsAdd a project per client, and delete or archive them when an engagement ends (Starter and Pro projects are permanent).
  • White-label PDF reportsRemove the SemanticOS credit line and hand the map, briefs and audit to a client as your own deliverable.
  • Bulk URL audit + Google Business Profile optimizerAudit hundreds of URLs in one pass, and apply the same entity SEO logic to local listings.
  • Strategic planner suiteSilo Architect, Query Intent Topology, Content Sequencer, SERP Landscape, Entity Radar and Publishing Sprint.
  • Advanced semantic modulesQuery fan-out, SPO triples, knowledge-graph alignment, cost of retrieval, frame consistency, LLM optimization, surround sound.
  • All 87 modules · unlimited projectsThe complete toolkit — nothing in SemanticOS stays locked on the Agency plan.

Nothing is locked. The lifetime deal below is this exact plan, paid once instead of monthly.

Get Agency →

What actually changes between plans

The core topical map creation tool is in every plan. This is the line-by-line difference.

  Trial Starter Pro MOST POPULAR Agency Lifetime
Cost & limits
Price$7 once$59/mo$99/mo$199/mo$1,999 once
Billing7 days, then endsMonthlyMonthlyMonthlyOne-time, forever
Projects (sites)115UnlimitedUnlimited
Modules included191951All 87All 87
Generation limitsNone — your API keyNone — your API keyNone — your API keyNone — your API keyNone — your API key
Delete / archive projects———✓✓
Core workflow — the topical map itself
Domain Input + Source Context✓✓✓✓✓
EAV entity architecture✓✓✓✓✓
Semantic Field + pillar spine✓✓✓✓✓
Topical Map Builder✓✓✓✓✓
Content Brief Generator✓✓✓✓✓
Keyword research + clustering✓✓✓✓✓
Internal Links + Audit Mode✓✓✓✓✓
Brief → Draft → CMS publish✓✓✓✓✓
Analysis & measurement
Entity Drift analyzer——✓✓✓
E-E-A-T credential builder + score——✓✓✓
GSC sync + Pillar Page Rank——✓✓✓
Competitor + SERP analysis——✓✓✓
Gap heatmap + cannibalization——✓✓✓
Semantic distance + embeddings——✓✓✓
Import existing URLs——✓✓✓
Schema generator + location pages——✓✓✓
Scale, agency & advanced semantics
Bulk URL audit———✓✓
Google Business Profile optimizer———✓✓
Strategic planner suite (Silo Architect & co.)———✓✓
Advanced semantic modules (query fan-out, SPO, KG)———✓✓
Content Studio + custom brief templates———✓✓
Output & delivery
CSV, XLSX, JSON & Markdown export——✓✓✓
PDF report——✓✓✓
White-label PDF (your branding)———✓✓
Commercial & client use✓✓✓✓✓
Future features included—While subscribedWhile subscribedWhile subscribedForever

The $7 trial is a 7-day preview of Starter, not a tier of its own — it opens exactly what Starter opens, so upgrading never takes a feature away. Every plan runs on your own Claude API key, which is why there are no credit packs or generation caps anywhere in this table: AI usage is billed to you by Anthropic at cost.

Ayon Chy — Founder of SemanticOS
◆ FOUNDER

Ayon Chy

Founder & Builder, SemanticOS

SemanticOS exists because I got tired of SEO tools that chased keyword density while Google had already moved to entity-based search. I spent years studying entity-based semantic SEO — how Google’s Knowledge Graph models topics, entities, and their attributes — and realised there was no platform that actually operationalised it for practitioners.

So I built one. SemanticOS is the tool I needed when I was manually constructing topical maps in spreadsheets at 2 a.m. Every workflow in the platform comes from real SEO work: the topical map builder, the EAV architecture generator, the entity drift analyser, the E-E-A-T credential system — all of it. No bloat, no buzzwords. Just the frameworks that produce durable rankings.

If you’re serious about topical authority, I built this for you.

Frequently asked questions

52 straight answers, grouped by what you’re trying to decide.

What can SemanticOS actually do?

The short version: it plans what your site should publish, why, and how every page connects.

What is SemanticOS?
SemanticOS is a semantic SEO platform that turns a domain into a semantic topical map: an entity-based plan of pillar, cluster and supporting pages with search intents, URL paths and internal links. It then writes a brief for every page and gives you 87 tools to validate, publish, audit and grow that map. It runs on Claude, using your own API key.
What is a topical map and why does it matter for SEO?
A topical map is the content architecture your site needs to cover a topic completely: every pillar, cluster and supporting page, and how they relate. Search engines reward sites that cover a subject in depth over sites that publish disconnected articles. SemanticOS builds that map for you, including the entity–attribute relationships behind it and the gaps you have not covered yet.
How does SemanticOS build a topical map?
Step by step, so each layer constrains the next. Domain Input sets your business model and markets. Source Context defines your Central Entity and what makes your site the right source. EAV Architecture maps that entity's attributes and values. The Semantic Field turns those into a pillar spine. Finally the Topical Map fills in Core and Outer sections with clusters, supporting pages, intents and URL paths. Real top-ranking pages are fetched along the way to ground the output.
Can SemanticOS build a topical map from my website?
Yes. Enter your domain and SemanticOS researches your niche, the entities top sites cover and your own positioning. On Pro and above, Import Existing URLs reads your sitemap and maps pages you already have onto the new map, so you see what exists, what is missing and what should merge.
Can SemanticOS analyze my competitors?
Yes, on Pro and above. Competitor Analysis reverse-engineers a competitor's topical map, and Competitor Radar (Agency) plots topical overlap against up to three competitors so you can see white space and cannibalization risk. Content briefs also fetch the pages currently ranking for each topic.
Can SemanticOS identify topical gaps and missing entities?
Yes. Map validation flags entity gaps, entities your niche expects that your map does not cover, and fixes them in one click. The Topical Gap Heatmap shows thin coverage cluster by cluster, and Topical Audit turns coverage gaps into a 90-day action plan.
Can SemanticOS help with internal linking?
Yes. The Link Matrix builds an intent-progressive internal linking plan across the whole map: which page links to which, with what anchor, in what direction. Agency adds Anchor Intent Audit and Authority Transfer to model how authority flows through those links.
Can SemanticOS help optimize existing content?
Yes. Content Scorer, Heading Audit, Snippet Optimizer and the NLP Injector work on pages you already have, and Content Refresh tells you which articles to update first. Audit Mode checks your live site against the map you planned.

How is SemanticOS different?

SemanticOS doesn’t replace your keyword or backlink tools. It’s the planning and architecture layer that sits on top of them.

Why should I use SemanticOS if I already have Ahrefs or Semrush?
Because they answer different questions. Ahrefs and Semrush tell you what exists: keywords, volumes, backlinks, who ranks. SemanticOS decides what your site should be: which entity you are the authority on, which pages that requires, how they relate, which intent each one owns, and in what order to publish. Keep your data suite and use SemanticOS as the semantic planning layer on top of it. Keyword lists you export from either tool can be clustered onto your map.
How is SemanticOS different from Ahrefs or Semrush?
Ahrefs and Semrush are SEO data suites, built around keyword databases, backlink indexes, rank tracking and site audits. SemanticOS has no backlink index and isn't trying to be one. It's a content architecture tool: it models your topic as entities, attributes and intents and turns that into a publishable site structure with briefs and internal links. Most teams use both.
How is SemanticOS different from Surfer SEO, MarketMuse or Frase?
Surfer, MarketMuse and Frase work mostly at the level of the page or the content inventory: scoring a draft against the SERP, suggesting terms, or producing a brief for a keyword you have already chosen. SemanticOS starts one level higher. It decides which pages should exist, then briefs each one with its place in the network: its parent pillar, the entities and attributes it must cover, the intent it owns and the pages it links to. Optimizing a page that shouldn't exist, or that competes with your own page, is the problem SemanticOS is built to prevent.
How is SemanticOS different from other AI SEO tools?
Most AI SEO tools generate text. SemanticOS generates structure first and checks it: every map is validated for entity gaps, intent conflicts and cannibalization before you can finalize it, and each step is built on documented entity-based semantic SEO doctrine rather than a single prompt. It writes too, but the writing comes after the map, not instead of it.
Is SemanticOS a keyword research tool?
Not primarily. It includes keyword research and SERP-based clustering, with real volumes if you connect DataForSEO, but keywords are attached to the map rather than used to build it. The map comes from your entity, its attributes and the intents around them.
Is SemanticOS just an AI content generator?
No. Content generation is one module out of 87, and it sits at the end of the workflow. The core of SemanticOS is the topical map, the briefs that inherit from it, the internal link plan and the validators that keep it consistent.
Is SemanticOS a topical map tool or a topical map service?
It is topical map software you run yourself, not an agency that builds maps for you. You keep full control of the output, and there is no turnaround time: the generator produces a map in under a minute. Agencies can also run their own topical map service with it, using white-label PDF exports on the Agency plan and the lifetime deal.

Can I trust the output?

What happens under the hood, and where you stay in control.

How does SemanticOS decide which topics belong together?
Topics are grouped by meaning, not by keywords that look alike. Every node hangs off your Central Entity through a specific attribute, sits in the Core or Outer section depending on how close it is to your source context, and carries a semantic distance score. Pillars come from the Semantic Field's pillar spine, so clusters follow one taxonomy instead of being invented per page.
What semantic SEO framework does SemanticOS use?
An entity-first framework that models a topic the way a knowledge graph does: entities, their attributes and values, and the relationships between them. Each module loads a written doctrine skill (source context, entity and intent, query networks, EAV, topical maps, briefs and more), so its output follows explicit rules rather than improvised prompts.
How does SemanticOS determine search intent?
Each node gets an intent type and funnel stage, informed by live SERP grounding (the pages that actually rank for that query) rather than guessed from the wording alone. Query Intent Topology maps the full intent landscape of a niche before the map is built, and the Intent Conflict detector flags any two nodes chasing the same intent.
How does SemanticOS identify entities and semantic relationships?
Source Context research reads the niche and the top-ranking sites to find the entities they cover. You can edit that list. EAV Architecture then maps each entity's attributes, values and subject–predicate–object triples, and the topical map links nodes through those relationships. Advanced modules (Predicate Coverage, SPO Triple Auditor, KG Alignment) audit the result.
How does SemanticOS avoid duplicate topics and keyword cannibalization?
Validation runs before the map can be finalized. The Cannibalization detector finds node pairs that would compete for one query, the Intent Conflict detector finds pairs that share an intent, and Semantic Duplication finds pages repeating the same macro context. Each issue gets a one-click fix (merge, differentiate or re-scope), and the counters update as you fix them.
Can I manually edit the generated topical map?
Yes. You can edit any node's title, slug, intent, section, parent and keywords, add your own nodes, and lock nodes you've decided on so no regeneration or auto-fix can rename, move or delete them. Locked nodes are still analysed, so the validators keep warning you about real problems.
Does SemanticOS use search volume? Does it include zero-volume topics?
Search volume is optional. Connect DataForSEO for real volumes, CPC and People Also Ask data. The map itself is built from coverage, not volume, so it deliberately includes low- and zero-volume topics when your entity needs them to be covered completely. Those pages often carry the context that helps your high-volume pages rank.
How does SemanticOS decide which topics I should publish first?
Every node carries a priority sequence. Pillars and the Core section that define your entity come before the Outer section, and supporting pages come right behind their cluster so authority builds in a logical order. The Content Sequencer and Publishing Sprint (Agency) refine the order further, and you can export it as a publishing calendar.

Will it work for my website?

Whichever kind of site you run, the method is the same: start from your entity and source context, then build outward.

Can SemanticOS work for a new website?
Yes, and it is the best time to use it. Build a New Website walks a fresh domain through every layer in order (foundations, trust pages, entity and intent, EAV, topical map, briefs, publishing momentum) and tracks which steps are done.
Can SemanticOS work for an established website?
Yes. Import your existing URLs from your sitemap, map them onto the topical map, then use the gap heatmap, cannibalization checks, Content Refresh and GSC Search Analytics to decide what to keep, merge, refresh or create. Audit Mode checks the live site against the plan.
Can SemanticOS work for ecommerce and SaaS websites?
Yes. Domain Input captures your business model and the map tags commercial "money pages" (product, service and landing pages) separately from informational articles, so each gets the right brief template. An ecommerce doctrine guides category and product architecture, and for SaaS the map connects feature, use-case and comparison pages to the informational content that feeds them.
Can SemanticOS work for local businesses?
Yes. Lean Local Launch turns a niche and city into the 8–15 commercial pages that deserve to exist. Location Pages plans multi-location sites, and on Agency the Google Business Profile Optimizer and Local SEO SOP cover the listing itself.
Can SemanticOS work for affiliate sites and publishers?
Yes. Both depend on topical authority across a large content network, which is exactly what the map, the publishing sequence and the internal link plan are for. Source Context makes sure the map reflects your angle as a source, not a generic list of the same topics everyone else covers.
Can SemanticOS work for agencies?
Yes. All paid plans include commercial use. The Agency plan adds unlimited projects, white-label PDF reports, bulk URL auditing and the full advanced toolkit, so you can deliver the map, briefs and audit to clients under your own brand.
Can SemanticOS handle large websites?
Yes. Every node gets a permanent short ID (like SOX-42) so large maps stay trackable across briefs and exports, sitemap import onboards big existing sites, and Bulk URL Audit (Agency) checks hundreds of URLs in one pass.
Do I need technical SEO knowledge to use SemanticOS?
No. Enter your domain and niche and the workflow guides you step by step, with inline guides on every tool. Experienced SEOs get full control over every layer; newcomers can follow the defaults.

What do I get after generating the map?

The map is where the work starts, not where it ends.

What can I do with a SemanticOS topical map?
Turn it into work: generate a brief for every node, build the internal link plan, sequence publishing, push drafts into a publishing queue, and audit the live site against it. Every downstream module reads the same map, so your briefs, links and audits always describe the same structure.
Can SemanticOS generate content briefs from the map?
Yes. Every node gets an entity-aware brief: H2/H3 outline, entities and attributes to cover, questions to answer, its place in the cluster and its internal links, grounded in the pages that currently rank. Briefs export as Markdown, PDF or a semantic-model workbook.
Can SemanticOS identify pillar and supporting pages?
Yes. Every node is labelled Pillar, Cluster or Supporting, with its parent, its URL path and its section (Core or Outer), so the hierarchy is explicit rather than implied.
Can SemanticOS track topical coverage and tell me which pages to create next?
Yes. The Publish Queue tracks the status of every node, the Gap Heatmap shows where coverage is thin, and the priority sequence tells you what to write next. On Pro and above, GSC Search Analytics adds striking-distance opportunities from your real Search Console data.
Can I export my topical map?
Yes. Export the map and publishing calendar as CSV, JSON or Markdown, briefs as Markdown, PDF or an XLSX workbook, and the whole project as a PDF report (white-label on Agency). CSV and XLSX open directly in Google Sheets, Excel, Notion or Airtable.
How quickly will I see ranking improvements after using SemanticOS?
It depends on how fast you publish and how competitive your niche is. Users typically report measurable movement within 4–8 weeks of executing their map, with compounding growth over 3–6 months as clusters fill in and internal links mature.

Is SemanticOS worth paying for?

Plain answers on cost, trials and limits.

Is SemanticOS free? Is there a free trial?
You get 2 hours of free access, no credit card needed, to build your first topical map. For a full project, the 7-day trial is $7 ($1/day) and opens exactly what Starter opens: Domain Input, Topical Map, Content Briefs, Internal Links and Audit. Upgrade any time and your projects carry over.
How much does SemanticOS cost?
Starter is $59/month for 1 project and the 19 core modules (the complete workflow through Audit Mode). Pro is $99/month for 5 projects and 51 modules. Agency is $199/month for unlimited projects, all 87 modules and white-label exports. The lifetime deal is the Agency plan for a one-time $1,999, with every future update included.
Which SemanticOS plan should I choose?
Starter if you're taking one site from domain to published map. Pro if you run several sites or need measurement: GSC, competitor and SERP analysis, gap heatmap and cannibalization checks. Agency if you deliver to clients and need unlimited projects, white-label reports and the advanced semantic modules. If you're unsure, start with the $7 trial.
Do I need my own Claude API key? Are there credits that expire?
Yes, every plan runs on your own Claude API key, which you add once in Settings. That's why there are no credits, no credit packs and nothing to expire: AI usage is billed to you by Anthropic at cost, and SemanticOS never caps how many maps or briefs you generate.
How many websites and topical maps can I create?
Each website is a project: 1 on Starter and the trial, 5 on Pro, unlimited on Agency and the lifetime deal. There's no cap on how many maps, briefs or regenerations you run inside a project.
Can I cancel, upgrade or downgrade?
Plans are monthly with no contract, so you can cancel any time. You can upgrade at any point and all your projects carry over; moving to a smaller plan simply locks the modules that plan doesn't include.
Is there a lifetime deal?
Yes. It's the Agency plan permanently: all 87 modules, unlimited projects, white-label exports and every future feature, for a single $1,999 payment with no renewals.
Can I use SemanticOS with my existing SEO tools?
Yes, and it's designed for that. Bring keyword lists from Ahrefs, Semrush or anywhere else to cluster onto your map, import Search Console data, connect DataForSEO for volumes, and export the map, calendar and briefs to the spreadsheets and docs your team already uses.

SemanticOS vs. keyword clustering

Clustering groups keywords that look alike. A semantic map decides what your site should publish.

Keyword clustering gives you
  • Groups of queries that look alike
  • Only topics people already search for
  • No hierarchy: every group looks equal
  • No links, no order, no URL plan
A SemanticOS map gives you
  • Pages derived from your entity and its attributes
  • Complete coverage, zero-volume topics included
  • Pillar → cluster → supporting, with URL paths
  • Intent per page, internal links and a publish order
Is SemanticOS just a keyword clustering tool?
No. It includes SERP-based keyword clustering, but clustering is one step inside the map, not the map itself. SemanticOS starts from your Central Entity, builds its attributes into a pillar–cluster–supporting structure, and only then attaches keyword clusters to the node that should rank for them.
What is the difference between keyword clustering and semantic mapping?
Keyword clustering answers which queries can share a page? Semantic mapping answers which pages should exist, why, and how they connect? A semantic map adds the things a cluster list doesn't have: the entity and attribute each page covers, its intent and funnel stage, its place in the hierarchy, its URL path, its internal links and its publishing priority.
Why isn't a list of grouped keywords a complete topical map?
Grouped keywords only cover what people already search for, in the words they happen to use. They leave out the attributes nobody searches for yet but your topic needs, they don't say which page is the pillar, and they don't say how pages link or what order to publish in. A topical map fills those gaps; a cluster list just inventories demand.
How does SemanticOS connect topics, entities, search intents and pages?
Through one chain: Central Entity → attributes and values (EAV) → pillar spine → nodes. Each node records the entity and attribute it covers, its intent, its parent pillar or cluster, its URL path and its keyword targets. Briefs, internal links and audits all read that same record, so the connections never drift apart.
Can keyword clustering alone build topical authority?
Rarely. Authority comes from covering a topic completely and connecting it coherently. Clustering helps you avoid two pages fighting over one query, but it can't tell you which attributes are missing, which page should carry the most authority, or how authority should flow through internal links. That's what the rest of the map is for.
Why can two similar keywords require different pages?
Because the intent behind them differs, even when the words overlap. "best espresso grinder" wants a comparison, "how an espresso grinder works" wants an explanation, and "espresso grinder for home use" may target a different audience. Forcing them onto one page makes it worse at all three; splitting them gives each intent its own page and its own internal link.
How does SemanticOS decide whether two queries belong on the same page?
It checks whether they share the same entity, the same attribute and the same central intent, and whether the live SERPs show the same pages ranking for both. If all of these line up, they become one node. If they differ, they become separate nodes and the validators watch the pair for cannibalization.
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