Semantic SEO,
fully automated.
Finally.

Optimized for

What is The AI Semantic SEO Tool Topical OS?

The AI Semantic SEO Tool Topical OS is a platform that uses 7 AI agents to crawl, map, audit, and ship publication-ready content : so you show up everywhere people search.

HOW IS WORKS
Start with 1,000 free credits : no credit card required
app.topicalos.com/dashboard/seo-scoreLIVE
Project
agence-seo.fr
Site URL
https://agence-seo-exemple.fr
Target Keyword
semantic seo
Lang
EN
Country
🇫🇷 France
Pages
47
 
Run All
Credits
847
4/7 agentsRunning...
SEO Score
GSC Evolution
Dashboard6 of 6 agents scored
47 pages crawled
3 no meta, 14 with schema
SEO Score Dashboard
Analyzer78Retrieval85Topical72Auditor64Network81Queries5873OVERALL
Site Analyzer
Apr 23 10:24
78
Cost of Retrieval
Apr 23 10:26
85
Topical Map
Apr 23 10:29
72
Semantic Auditor
Apr 23 10:32
64
Content Network
Apr 23 10:35
81
Query Gaps
Apr 23 10:38
58
Site Analyzer
78

Crawl and semantic identity extraction for the full site.

Site crawlCentral entitySemantic contexts
Cost of Retrieval
85

Technical and retrieval-cost signals impacting crawl and indexing.

TTFBHeavy pagesSchema coverage
Topical Map
72

Topical clusters and content structure planning.

ClustersBordersEntity bridges
Semantic Auditor
64

Page-level semantic quality checks and corrective actions.

Rule checksPage auditsFixes
Content Network
81

Network planning and internal linking recommendations.

PhasesInternal linksPublishing order
Query Gaps
58

Search demand gaps and missed opportunities.

Missing queriesShiftsCompetitor gaps
Dashboard: crawl status, radar score, and per-agent cards

What The AI Semantic SEO Tool Topical OS does?

The AI Semantic SEO Tool Topical OS optimize your content for all platform simultaneously. Users search on Google, ask ChatGPT, query Perplexity, talk to Claude, etc.

Your Content, Everywhere People Search

PLATFORM 01

Google Search

SEO + AI Overviews

Topical authority mapping
Entity-based ranking
Search intent coverage
PLATFORM 02

ChatGPT

Generative Engine Optimization

Citation optimization
Source authority signals
Structured data markup
PLATFORM 03

Perplexity

Answer Engine Visibility

Information gain scoring
Contextual completeness
Source credibility signals
PLATFORM 04

Claude

AI Assistant Discovery

Semantic triple coverage
Knowledge graph alignment
Content depth analysis

How does The AI Semantic SEO Tool Topical OS work?

The AI Semantic SEO Tool Topical OS work by enter a URL, choose your mode, and watch your search visibility compound. No briefs. No agency retainers. No waiting.

From URL to Publication-Ready in 3 Steps

STEP 01

Enter Your URL

Paste your site URL and target keyword. Select how many pages to analyze (1 to 10,000). Choose full autonomy or human-in-the-loop. That's it.

STEP 02
Analyzer
Topical
Auditor
Network
Gaps
Executor
PIPELINE RUNNING

Agents Get to Work

6 specialized agents crawl your site, build topical maps, audit semantic structure, find gaps, plan content networks, and produce assets. You approve or let them run.

STEP 03

Watch It Compound

Track entity coverage, topical authority, and AI citations in one dashboard. Agents continuously learn and improve, compounding your results every cycle.

Start with 1,000 free credits : no credit card required at all

Which AI Semantic SEO execution mode propose Topical OS?

Topical OS propose two execution modes: Full Autonomy and Human-in-the-Loop. You decide how much control you want. Switch anytime.

Full Autonomy or Human-in-the-Loop

Full Autonomy

Set it and forget it

Enter your URL, hit run. Agents crawl, analyze, build topical maps, audit content, find gaps, and produce publication-ready assets.

One-click full pipeline
Agents chain results automatically
Export-ready deliverables
Ideal for batch processing
CRAWL>MAP>AUDIT>GAPS>PLAN>PRODUCE
Pipeline complete : 247 pages in 14m 32s

Human-in-the-Loop

Review, adjust, approve

Run agents one at a time. Review each output before the next starts. Adjust parameters, refine topical maps, and validate at every step.

Step-by-step execution
Edit and refine between stages
Full control over every decision
Perfect for learning semantic SEO
Site AnalyzerApproved
Topical MapApproved
Semantic AuditAwaiting review
Query GapsQueued

Which AI Semantic SEO agents run your SEO on Topical OS?

The AI Semantic SEO Tool Topical OS propose 7 specialized agents that run your SEO. The Site Analyzer, The Cost of Retrieval Estimator, The Topical Map Architect, The Semantic Auditor, The Content Network Planner, The Query Gap Analyzer and The SEO Executor

7 Specialized Agents. One Unified Pipeline.

01

Site Analyzer

Knows your site better than you do

Running

Deep-crawls up to 10,000 pages. Extracts structure, metadata, headings, internal links, and content patterns.

02

Cost of Retrieval

Scores speed and bloat signals that hurt crawl budgets

Queued

Performance and technical gaps that slow crawling, rendering, and indexing.

03

Topical Map Architect

Maps every topic Google expects you to own

Queued

Generates entity-based topical maps with clusters, contextual bridges, and query-intent mappings.

04

Semantic Auditor

Grades every page like Google's quality team

Queued

Audits every page against hundreds of SEO / GEO patent-derived rules: entity coverage, NLP salience, information gain, contextual hierarchy.

05

Content Network Planner

Designs the internal links that move rankings

Queued

Designs internal linking: content hubs, contextual vectors, and entity-based silos for topical authority.

06

Query Gap Analyzer

Finds the queries your competitors steal from you

Queued

Identifies missing queries, SERP opportunities, and content gaps where competitors rank and you don't.

07

SEO Executor

Ships publication-ready content, not briefs

Queued

Produces publication-ready content, meta tags, schema markup, and optimization instructions.

Our Semantic SEO Pipeline

Full Autonomy or Human-in-the-Loop Semantic SEO Pipeline

Choose full autonomy, set it and forget it. Or choose Human-in-the-Loop, and we'll guide you through the process step by step.

01
02
03
04
05
06
07
Current step0%
Site Analyzer

Knows your site better than you do

Handoff
Site AnalyzerCost of Retrieval

The current agent finishes its pass, then hands structured output to the next step in the pipeline.

Start with 1,000 free credits : no credit card required at all

Why is The AI Semantic SEO Tool Topical OS different?

The AI Semantic SEO Tool Topical OS is different because the search game changed. Your competitors show up in AI answers. You don't need another dashboard : you need an employee that does the work and gets smarter doing it.

Most SEO tools lack semantic intelligence

Run a Script

Most AI SEO tools run a static playbook. Write a blog post. Optimize a title tag. No learning. The agent on day 300 is identical to day 1.

OTHER AI SEO TOOLS

Track Results

Track what worked. Adjust strategy based on results. Better over time : but only reactively, and only on the metrics you told it to watch.

SOME EMERGING TOOLS

Get Smarter Every Audit

Each audit feeds the next. Your topical map gets sharper, your gaps narrower, your content stronger : every single run.

TOPICAL OS

What Is The Price Of The AI Semantic SEO Tool Topical OS?

The price of the AI semantic SEO tool Topical OS is based on the number of pages you want to analyze. Start with 1,000 free credits : enough for a full pipeline run on a 100-page site. No credit card required.

Get Your First Article Free. Scale from There.

Free Trial
FREE
1,000CREDITS INCLUDED
Full 7-agent pipeline
All execution modes
Google Sheets export
Up to 10,000 pages

NO CREDIT CARD REQUIRED

POPULAR
Flexible
$0.02/credit
~$12PER 100-PAGE AUDIT
Everything in Free Trial
Auto-recharge option
Unlimited pages & agents
Volume discounts

PAY ONLY WHAT YOU USE

Pro
$49/mo
SAVE 70%VS PAY-AS-YOU-GO
Unlimited analysis (5 agents)
Content from ~$3.80/audit
Priority execution queue
Dedicated support

LEARN MORE WHAT THIS PLAN INCLUDES

Pro pays for itself at ~6 audits/month
Full audit (100 pages)Free / FlexiblePro ($49/mo)
1 audit/month$12.40$3.80 + $49
5 audits/month$62$19 + $49
10 audits/month$124$38 + $49

What do customers say about The AI Semantic SEO Tool Topical OS?

Customers say about The AI Semantic SEO Tool Topical OS that they can see concrete outcomes: visibility growth, AI citations, and faster execution after switching to TopicalOS.

Proof From Real Teams

What do people ask about The AI Semantic SEO Tool Topical OS?

People use to asl the following questions about The AI Semantic SEO Tool Topical OS. Get quick answers before you launch your first pipeline and start getting visibility gains.

Frequently Asked Questions

What are Topical OS Semantic SEO Fundamentals?

Topical OS Semantic SEO Fundamentals are our 8 best long-form guides on entities, topical authority, GEO, and practical implementation paths—anchored by the semantic SEO methodology guide that ties the set together.

8 best articles to master semantic SEO

Open all Semantic SEO Fundamentals →

Your First Semantic SEO Audit Is Free.

1,000 free credits. Full 7-agent pipeline. Entity-based analysis + publication-ready content.

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