Where Do Floyi and Semrush Actually Overlap?

Floyi's topical research, topical map and Content Editor cover the ground Semrush's keyword research, Keyword Strategy Builder and SEO Writing Assistant cover, and that core SEO Toolkit is what this comparison measures against. The difference is what comes with it. Content briefs, article drafts and AI search visibility are part of Floyi. Semrush sells its Content Toolkit and AI Visibility Toolkit as separate purchases.

How Does Floyi's Content Editor Compare With Semrush's Writing Tools?

Floyi's live content score benchmarks your article draft against SERP competitors and AI responses at the same time, checking weighted topic and entity coverage, natural term usage, heading structure, AI chunkability, and reading ease. The AI Writing Assistant edits inline in the voice set in your Brand Foundation, and the Page Quality Scorecard then judges the finished page against the content brief it came from. Semrush's SEO Writing Assistant scores readability, SEO, originality and tone of voice against your target keywords and ranking competitors, and its Compose, Rephraser and Ask AI tools draw on a Smart Writer word allowance that varies by plan.

Does Floyi Replace Technical SEO Audits?

No. Keep a specialist technical SEO tool for crawl health, indexability and other site diagnostics. Floyi focuses on topical strategy and content execution.

Why Use Floyi When You Already Have Semrush's Keyword Research?

Keyword Magic Tool and Keyword Overview hand you opportunities. Floyi connects them to your brand, your personas, a topical hierarchy, content briefs, article drafts, and the performance priorities that tell you which one to execute next, so a keyword doesn't stop at a spreadsheet.

Does Floyi Cover What Semrush Sells as a Separate Content Toolkit?

Yes, in the same subscription. Floyi's content brief and article draft generation covers what Semrush's SEO Brief Generator and AI Article Generator do, and the Content Editor and Optimizer covers its Content Optimizer. Buying the core SEO Toolkit compared here gets you none of that, so the like-for-like comparison is two Semrush purchases against one Floyi plan.

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Floyi vs Semrush

Turn keyword opportunities into a topical map, content briefs and article drafts.

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Last verified: September 2026

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Is Floyi or Semrush Better for You?

Floyi covers what the core Semrush SEO Toolkit does for content, with two exceptions: Floyi has no backlink index and runs no technical site audit, so keep Semrush for those.

The rest overlaps more than it looks. Floyi's topical research is keyword research, grounded in live Google Web and YouTube autocomplete and checked against what ChatGPT, Google Gemini and Google AI Mode recommend. Clusters feed a four-level topical map, and every topic on it drives a content brief, an article draft, publishing, and a score that tracks your Top 10 and Top 20 rankings, share of voice and competitor movement. The AI Writing Assistant edits inline, and the Content Editor scores coverage while you write.

Choose Floyi When

You want keyword research guided by your brand and audience, not by a keyword database alone.
You want content briefs and article drafts built with your brand, audience and internal-link plan.
You want AI search visibility folded into the same map, not sold as a separate toolkit.

Choose Semrush When

You need data from Semrush's proprietary backlink index.
You want a technical site audit for crawl health and indexability.
You need keyword research and rank tracking inside the same toolkit you already use for backlinks and audits.

Floyi vs Semrush: Key Differences

Floyi connects brand-led topical planning to content briefs, article drafts, publishing and authority priorities, taking you through the content strategy and execution pipeline from start to finish. Semrush is built for keyword and backlink data without a pipeline into content production.

Floyi and Semrush: capabilities and workflow differences
Capability	Floyi	Semrush
Product scope	A topical authority platform connecting strategy, research, mapping, measurement, content briefs, article drafts, optimization, and publishing.	The core SEO Toolkit includes research, technical diagnostics, rank tracking, keyword planning, and SEO Writing Assistant. Access and usage limits vary by subscription tier.
Topical and keyword research	Generate topics and keywords from your Brand Foundation, buyer personas and core topic, grounded in live Google Web and YouTube autocomplete. AI Search Gaps then asks ChatGPT, Google Gemini and Google AI Mode what they recommend for your buyer personas and adds the topics your research is missing to the hierarchy, each with a suggested level and parent topic.	Keyword Magic Tool, Keyword Overview and Topic Research generate ideas from the Semrush keyword database and competitor rankings, and Keyword Strategy Builder groups them into two-level clusters. Researching what AI assistants recommend belongs to the separate AI Visibility Toolkit.
SERP clustering	SERP-overlap clustering turns a keyword list into intent groups built from the URLs that actually rank together, then feeds those groups into the topical map. Each keyword carries search volume, CPC and competition, but the grouping comes from shared ranking URLs rather than from volume.	Keyword Strategy Builder groups keywords by semantic relevance rather than by measured overlap of search intent and the URLs that rank.
Brand and audience	Brand Foundation holds positioning, USP, competitors, brand voice analyzed from your own writing samples, visual style, and Content Guide rules for terminology and compliance. Buyer personas add roles, pain points and objections. It's set once and inherited by research, maps, content briefs, article drafts, and images.	SEO Writing Assistant checks your writing against a target keyword and ranking competitors, and flags sentences that drift from your tone. It doesn't hold buyer personas, objections or terminology rules, and there's no map for that context to carry into, so each document starts from the keyword in front of it.
Research to roadmap	Every topic sits at one of four levels, Pillar, Hub, Branch, or Resource, in an information architecture built from what actually ranks. Each one knows its level, its parent and its siblings, and that is what tells a content brief which pages to link to and what your score is measured across.	Keyword Strategy Builder groups seed keywords into two-level clusters of pillar pages and subpages, then sends them to SEO Writing Assistant, Position Tracking or the separate Content Toolkit. Two levels is as deep as the structure goes, and it doesn't carry internal-link relationships between them.
Internal links and anchor text	The map defines parent, sibling and subtopic relations, so every content brief carries internal-link targets with anchor text options. Write your own anchors or generate suggestions, and the Research tab tracks which links the article already uses.	Site Audit reports the internal links it crawled on pages you already published. It doesn't suggest new links, and it doesn't structure them for the article you are about to write.
Site architecture	Site Architecture plans service, location, industry, feature, integration, and category pages across four site types with more than 40 page types. It generates the URL hierarchy, service and location matrices and LocalBusiness schema, then exports to Excel, CSV or Google Sheets.	There's no site architecture planning. The core SEO Toolkit works from search demand, not from a service or location page structure.
Knowledge Base	Upload your own documents, up to 2,000 on the Scale plan, organized into categories. Scope exactly which ones a content brief may draw on: all documents, a category, specific files, or none. Floyi grounds original angles in that evidence. When an angle needs proof you haven't supplied, the content brief flags a Blocked Opportunity and asks you for the data. Floyi won't invent the number.	SEO Writing Assistant only targets a tone of voice you set. There's no document library its recommendations are grounded in.
Content briefs and article drafts	Content briefs define the audience and the page goal, then read the top SERP competitors and the AI responses in full. They carry consensus claims with a source count on each, key entities, an information gain pass against your Knowledge Base that surfaces original angles, and internal-link targets with anchor options. Content type detection picks one of 24 dedicated outline templates, so your writer gets a real structure built for that format rather than a list of H2s. Blocked Opportunities flag the angles that still need your evidence.	SEO Writing Assistant generates keyword-based recommendations and includes Compose, Rephraser and Ask AI under Smart Writer limits. There's no consensus claims with a source count, no key entities, no angle grounded in documents you own, and no internal-link targets. A dedicated brief and article generator exist too, in the separate Content Toolkit.
Content optimization	The live content score updates from 0 to 100 as you write, checking weighted topic and entity coverage, natural term usage, heading structure, AI chunkability, and reading ease. The AI Writing Assistant edits inline to simplify, expand, shorten, fix grammar or optimize, all in your brand voice. Behind it, the Term Coverage Heatmap is a matrix of term and entity frequency per source, across 6 top-ranking SERP competitors and 3 AI engines: Google AI Overview, AI Mode, and ChatGPT, so you can see the terms each engine used to build its answer, not only the ones your competitors used.	SEO Writing Assistant scores readability, SEO, originality and tone of voice in real time, against your target keywords and ranking competitors. Pro caps you at two documents and 500 Smart Writer words total. There's no entity coverage, no AI chunkability check, and no view of the terms AI engines used that your competitors didn't.
Page quality review	Use the Page Quality Scorecard to review relevance, content quality, information gain, next step, and trust and authorship. It cites passages from your article draft and checks whether you delivered the original contribution set out in the content brief.	SEO Writing Assistant scores readability, SEO, originality, and tone of voice. There's no whole-page quality judgment and no check on whether the page adds anything new.
Schema markup and AI images	Auto-generates JSON-LD for Article, FAQ, HowTo, LocalBusiness, Organization, and BreadcrumbList with no AI credits. Entity schema connects the entities in your article to Wikipedia, Wikidata and Google Knowledge Graph identifiers. Brand-aligned AI images generate in the editor with suggested placements.	There's no schema generation and no in-editor image generation.
Content Audit and Organic Audit	Content Audit scans your live site against your topical map and tells you which pages to keep, improve, merge or delete, including the ones competing with each other and the topics you never covered. Organic Audit connects Google Search Console to the same map so you can see which topics earn clicks and which pages need a refresh.	There's no audit that scores your published pages against a topical map you defined.
Competitor comparison	The Competitor Matrix shows you, topic by topic across the whole map, which competitors rank, at what positions, the exact URLs they rank with, and their AI search status for AI Overviews, AI Mode, Gemini, and ChatGPT. The Topical Authority Scorecard adds a share of voice leaderboard, domain rankings and 7-day to 1-year trends across up to 10 tracked competitor domains. Content Audit puts your map side by side with a competitor's in the same shape, or recolors one map by who wins each topic.	Domain Overview, Keyword Gap and Backlink Gap compare domains, and Position Tracking reports competitive movement. The comparison runs on keyword and backlink sets rather than on a topical map you defined, so no competitor position is attached to a topic with a level and a parent.
Measurement	The Topical Authority Scorecard tracks Content, Market and AI Authority on your map, with Top 10 and Top 20 rankings, a share of voice leaderboard, up to 10 tracked competitor domains, and 7-day to 1-year trends. Silo Analysis marks each topic area Leading, Contested or Trailing, and the Authority Planner turns that into what to work on next.	Position Tracking and competitive reports watch your organic rankings, and Keyword Strategy Builder can send keywords into tracking. There's no AI Authority alongside it, no Leading, Contested or Trailing read on a topic area, and nothing that turns the result into what to work on next.
AI search visibility	AIRS Analyzer runs an on-demand analysis of any query across nine AI engines and two SERPs, with a Brand and Entity Landscape showing who the answers name and AI citations counted separately from organic rankings. AI Authority tracks the same map over time across AI Overviews, AI Mode, Gemini, and ChatGPT.	AI visibility sits in the separately packaged AI Visibility Toolkit, outside the core SEO Toolkit this page compares.
Publishing	Publish to WordPress or GitHub, single or in bulk, with SEO metadata and optional JSON-LD. GitHub covers Astro, Next.js, Hugo and other static builds with custom frontmatter. Scores, maps, content briefs, and article drafts also export to Google Docs, DOCX, XLSX, CSV, and PDF. WordPress status syncs back to update your coverage records.	SEO Writing Assistant works inside Semrush, Google Docs, WordPress and MS Word, and its WordPress plugin lets a writer score and edit the post before publishing. There's no Git-based publishing, no bulk publish from a map, and no export of maps or scores alongside the draft.

What Floyi Adds to a Semrush Research Workflow

Give Keyword Research a Place in the Map

A keyword opportunity needs a place in the broader strategy: who the page serves, what it contributes and which pages it should support. Floyi carries those decisions into the content brief. There's no need to reconcile a spreadsheet of keywords with a separate briefing tool, or rebuild the audience and internal-link context by hand for every piece.

Keep Strategy Inside Production

Every decision in the content brief carries into the draft: the audience, the brand rules, the consensus claims, the original angle, and the internal-link targets. Writer and Editor agents write against the outline template for that content type, then Fact Checker, Web Research, Conversion Coach and Evidence Integrator passes run over the result before you check coverage and page quality in the Content Editor.

Choose the Next Topic From Your Results

Review coverage, competitor position and AI visibility by topic area. Use the Authority Planner to move from a gap to the specific content brief or article draft that addresses it.

Turn Semrush Keyword Research Into a Floyi Content Plan

Give selected keyword opportunities a place in your topical map, then carry the strategy into each content brief and article draft.

A Practical Workflow

Use Semrush to research keywords, investigate backlinks and diagnose technical SEO issues. Bring selected keyword opportunities into Floyi and organize them around your topical scope.

Choose a topic from the map, generate its content brief and article draft, publish the content and return to the Authority Planner to review the next priority.

See Topical Research See content briefs and article drafts See the Authority Planner

Floyi Topical Authority dashboard connecting coverage and competitive performance

Floyi vs Semrush: Common Questions

Where Do Floyi and Semrush Actually Overlap?
Floyi's topical research, topical map and Content Editor cover the ground Semrush's keyword research, Keyword Strategy Builder and SEO Writing Assistant cover, and that core SEO Toolkit is what this comparison measures against. The difference is what comes with it. Content briefs, article drafts and AI search visibility are part of Floyi. Semrush sells its Content Toolkit and AI Visibility Toolkit as separate purchases.
How Does Floyi's Content Editor Compare With Semrush's Writing Tools?
Floyi's live content score benchmarks your article draft against SERP competitors and AI responses at the same time, checking weighted topic and entity coverage, natural term usage, heading structure, AI chunkability, and reading ease. The AI Writing Assistant edits inline in the voice set in your Brand Foundation, and the Page Quality Scorecard then judges the finished page against the content brief it came from. Semrush's SEO Writing Assistant scores readability, SEO, originality and tone of voice against your target keywords and ranking competitors, and its Compose, Rephraser and Ask AI tools draw on a Smart Writer word allowance that varies by plan.
Does Floyi Replace Technical SEO Audits?
No. Keep a specialist technical SEO tool for crawl health, indexability and other site diagnostics. Floyi focuses on topical strategy and content execution.
Why Use Floyi When You Already Have Semrush's Keyword Research?
Keyword Magic Tool and Keyword Overview hand you opportunities. Floyi connects them to your brand, your personas, a topical hierarchy, content briefs, article drafts, and the performance priorities that tell you which one to execute next, so a keyword doesn't stop at a spreadsheet.
Does Floyi Cover What Semrush Sells as a Separate Content Toolkit?
Yes, in the same subscription. Floyi's content brief and article draft generation covers what Semrush's SEO Brief Generator and AI Article Generator do, and the Content Editor and Optimizer covers its Content Optimizer. Buying the core SEO Toolkit compared here gets you none of that, so the like-for-like comparison is two Semrush purchases against one Floyi plan.

Turn SEO Research Into a Floyi Content Plan

Sources for These Semrush Capabilities

Every Semrush capability on this page was checked against its own documentation and product pages in September 2026. Features and plan limits change, so confirm the current details with the vendor.

Semrush: core SEO Toolkit
Semrush: SEO Writing Assistant and tier limits
Semrush: Keyword Strategy Builder
Separate product: Content Toolkit

The Rest of the Closed Loop

Most tools have a brand kit, applied as an input at the moment something gets written. In Floyi, Brand Foundation and the Knowledge Base are the source everything else reads from, so topical research, the map, content briefs, article drafts, images, and the authority score all work from the same positioning, personas, rules, and evidence. That's the loop, and it's the part a feature-by-feature table can't show.

One Brand Foundation

Positioning, voice, Content Guide rules, and buyer personas are set once, then inherited by research, maps, content briefs, article drafts, and images without being restated.

Workspaces and Teams

A separate brand workspace per client, with role-based access and a shared credit pool across the team.

Knowledge Base

Up to 2,000 documents on the Scale plan, organized by category and scoped per content brief, so original angles are grounded in your evidence instead of invented.

Local and Multi-Location

Content briefs and article drafts built for service pages, location pages and service-area landing pages, with NAP consistency and local schema.

Developer API and MCP Server

A REST API across the whole pipeline, plus an MCP server so an AI assistant drives the real Floyi rather than a copy of it.

Client-Ready Exports

Authority scores, coverage data, maps, content briefs, and article drafts export to XLSX, DOCX, CSV, PDF, and Google Docs.

The Floyi Tools in This Comparison

Each one sits behind a row in the table above, from topical mapping through publishing.

Topical Maps

Turn SERP clusters into a four-level topical map that doubles as your content plan.

Briefs & Drafts

Turn any topic into a SERP-grounded content brief and a writer-ready article draft.

Content Plans

Turn your topical map into a ranked publishing queue, with an owner for each topic.

Topical Authority

Track your Topical Authority Score, coverage, and presence in AI Overviews, AI Mode, Gemini, and ChatGPT.

Content Editor & Optimizer

Real-time content scoring, page quality review, competitor benchmarking, and term coverage.

AI Writing Assistant

Edit inline with SEO entity guidance, grammar fixes, and rewrite suggestions.

Topical Audit

Reverse-engineer any website's topical structure and find its authority gaps.

Site Architecture

Plan hundreds of pages at once, with a clean URL hierarchy for every page type.

Compare Floyi With Other Tools

See how Floyi compares with other SEO, content optimization and AI search platforms.

Turn Keyword Opportunities Into a Content Plan

Organize selected research around your brand, build the topical map and carry the strategy into each content brief and article draft.

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