6 self-improving AI agents master the Advanced Semantic SEO framework. They crawl, analyze, plan, and produce — across Google, ChatGPT, Perplexity, and AI Overviews. Fully autonomous or human-in-the-loop.
Used by SEO professionals and growth teams worldwide
BENCHMARK PERFORMANCE
Specialized semantic SEO agents vs. general-purpose models across 1,200 production workflows.
Mar 2026 | Internal benchmark
WHY TOPICAL OS IS DIFFERENT
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.
LEVEL 0
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 TOOLSLEVEL 1
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 TOOLSLEVEL 2
Topical OS agents optimize their own evaluation criteria, scoring models, and analysis strategies. Recursive self-improvement applied to your search visibility.
TOPICAL OSAGENT PIPELINE
Each agent masters a specific domain of the Semantic SEO framework. They chain results, learn from previous runs, and improve autonomously.
Deep-crawls up to 10,000 pages. Extracts structure, metadata, headings, internal links, and content patterns.
Generates entity-based topical maps with clusters, contextual bridges, and query-intent mappings.
Audits every page against 33 Semantic SEO rules: entity coverage, NLP salience, information gain, contextual hierarchy.
Designs internal linking: content hubs, contextual vectors, and entity-based silos for topical authority.
Identifies missing queries, SERP opportunities, and content gaps where competitors rank and you don't.
Produces publication-ready content, meta tags, schema markup, and optimization instructions.
SEO + GEO
Users search on Google, ask ChatGPT, query Perplexity, and talk to Claude. Our agents optimize your content for all of them simultaneously.
SEO + AI Overviews
Generative Engine Optimization
Answer Engine Visibility
AI Assistant Discovery
HOW TOPICAL OS WORKS
No briefs. No agency retainers. No waiting. Enter your URL, choose your mode, and watch your search visibility compound.
Start free trial →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.
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.
Track entity coverage, topical authority, and AI citations in one dashboard. Agents continuously learn and improve, compounding your results every cycle.
TWO EXECUTION MODES
You decide how much control you want. Switch anytime.
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.
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.
PRICING
Start free. Scale with credits or go Pro for unlimited analysis.
No credit card required
Run the full 6-agent pipeline on a 100+ page site. No strings attached.
Scale without limits
Buy credits when you need them. Auto-recharge available. 50 credits per dollar.
For agencies & power users
Agents 1-5 included free. Only pay credits for content production (Agent 6).
Site Analyzer
100 pages
~120 cr
FREE on Pro
Topical Map
100 pages
~80 cr
FREE on Pro
SEO Executor
100 pages
~190 cr
Full Pipeline
100 pages
~620 cr
Fits in free trial
All crawl data stored in your browser. Nothing on our servers.
Agents learn from each run. Better results over time, automatically.
Choose model, page count, speed, language, country. Full control.
1,000 free credits. Full 6-agent pipeline. No credit card required.
GET STARTED FREE