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Tool comparison
Both tools graded on the same fifteen criteria. The verdict lists the criteria where one tool leads the other by two points or more.
Verdict
Verdict
Research depth
Discovery
How well the tool supports keyword, competitor, SERP, backlink, or market research before execution.
Featured
Broad opportunity and AI-visibility research surface.
Featured documents ranked, de-duplicated opportunity matches with contact details, plus GEO answers and cited sources across four AI engines. https://featured.com/docs
Read the full reviews: Featured and Keyword.com.
Keyword.com
Useful keyword, competitor and SERP research, but not a broad market-research suite.
Keyword Intelligence provides competitor keywords, related keywords, search intent, difficulty and SERP features: https://www.keyword.com/keyword-research/
Keyword research quality for SEO content
Discovery
How well the tool identifies, qualifies, clusters, and prioritizes keywords specifically for SEO content creation.
Featured
No dedicated keyword-research workflow is documented.
The official capability list focuses on media opportunities and GEO visibility; it does not document keyword-volume, difficulty, clustering, or SERP keyword research. https://featured.com/features
Keyword.com
Strong discovery and filtering grounded in practical SEO metrics.
The product exposes search volume, CPC, difficulty, intent, competition, word count and competitor gaps: https://www.keyword.com/keyword-research/
Content execution
Execution
How well the tool helps produce, optimize, or operationalize SEO content.
Featured
Strong PR drafting, limited SEO content production evidence.
Featured drafts pitches, byline queries, community comments, speaking abstracts, award submissions, and press releases for review. https://featured.com/docs
Keyword.com
No official content drafting, briefing or optimization execution feature found.
The official feature set focuses on keyword research, rank tracking, AI visibility and reporting rather than content execution: https://www.keyword.com/rank-tracker/
Context gathering
Grounding
How well the tool gathers the business, competitor, SEO, internal, third-party, and custom API context needed for differentiated recommendations and content.
Featured
Uses expertise, topic, audience, outlet, deadline, and opportunity context.
MCP opportunity search supports filters for outlet, topic, deadline, and audience, while the product asks for context in natural language. https://featured.com/mcp
Keyword.com
Some first-party analytics context through integrations, but limited company-context ingestion is documented.
Public integrations include Google Search Console and Google Analytics: https://www.keyword.com/keyword-com-integrations/
AI-search / GEO
Visibility
How directly the tool helps teams improve visibility in AI answer engines and citation-oriented search journeys.
Featured
Explicit GEO audit and citation-gap workflow.
GEO Audit checks ChatGPT, Claude, Perplexity, and Gemini descriptions and their cited sources, then identifies what to pitch. https://featured.com/features
Keyword.com
Detailed measurement of brand visibility, citations, competitors and sentiment in AI answers.
AI tracking covers ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini, Copilot, Mistral and DeepSeek, including citations and sentiment: https://www.keyword.com/ai-search-visibility/
GEO readiness
Visibility
How ready the tool is for generative engine optimization: answer-engine visibility, citation likelihood, AI-search prompt surfaces, and content structures that AI systems can use.
Featured
Provides visibility scoring, source inspection, and a scheduled GEO workflow.
Docs says GEO output includes a visibility score, sources behind answers, and what to pitch; Workflows includes GEO / AI Visibility. https://featured.com/docs
Keyword.com
Dedicated AI-answer visibility and citation tracking provide GEO measurement, without a documented content-execution loop.
The AI Search Visibility feature tracks brand visibility, citations, competitors, and sentiment across ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini, Copilot, Mistral, and DeepSeek. https://www.keyword.com/ai-search-visibility/
Technical SEO
Diagnostics
How strong the tool is for crawling, audits, indexability, metadata, status codes, and technical site health.
Featured
No technical SEO auditing or implementation feature is documented.
The official Features and Docs capability lists do not describe crawling, indexation, Core Web Vitals, schema, or technical issue remediation. https://featured.com/features
Keyword.com
No crawler, technical-audit or issue-remediation workflow is documented.
The official rank-tracker feature list documents rankings, SERP features, reporting and integrations, not technical auditing: https://www.keyword.com/rank-tracker/
Publishing workflow
Operations
How well the tool moves work into CMS, publishing, approvals, or automated production workflows.
Featured
Supports drafting and user-controlled sending, not autonomous publication.
Users can connect Gmail or Outlook and send from their own inbox; the Docs page explicitly says workflows do not send to recipients on the user's behalf. https://featured.com/docs
Keyword.com
No CMS publishing or content workflow is documented.
The official reporting page describes reports and dashboards, not publishing to a CMS: https://www.keyword.com/reporting/
Measurement & tracking
Measurement
How well the tool monitors rankings, content performance, visibility, or ongoing SEO progress.
Featured
Tracks media mentions, competitor coverage gaps, and AI visibility.
Featured lists media monitoring, a reviewable coverage ledger with domain authority and sentiment, competitor visibility watch, and GEO scores/sources. https://featured.com/docs
Keyword.com
Core strength: daily/weekly/on-demand rankings, history, SERP features, Share of Voice and AI monitoring.
The product promises daily updates, historical trends, visibility metrics, Share of Voice and SERP analytics: https://www.keyword.com/rank-tracker/
Team collaboration
Operations
How well the tool fits multi-person workflows, agencies, approvals, handoffs, and repeatable processes.
Featured
Team positioning and multi-channel delivery are documented.
The Pro plan is described as built for teams, and results can be delivered via Slack, email, or in-app. https://featured.com/pricing
Keyword.com
Strong client and team collaboration through users, permissions, live dashboards and white-label reports.
Pricing lists unlimited users/projects and user permissions, while Reporting supports shareable scheduled white-label reports and custom domains: https://www.keyword.com/pricing/
Value accessibility
Buying
How easy it is for a team to reach value relative to pricing, setup complexity, and required expertise.
Featured
Free entry and feature parity make initial access easy.
Featured offers Free at $0 forever, no credit card required, and says every plan includes every feature with usage scaling. https://featured.com/pricing
Keyword.com
Low entry price, annual savings and a no-card trial make access unusually easy for agencies.
Search Visibility starts at $3/month annually ($4 monthly) and the site offers a 14-day no-card trial: https://www.keyword.com/pricing/
Free tools
Buying
How useful the tool is before payment through free tools, free plans, trials, or public utilities.
Featured
A substantive free plan is publicly available.
The Free plan includes Featured Chat, daily pitching tools, journalist request matching, and core workflows, with a daily allowance. https://featured.com/pricing
Keyword.com
A trial and free-with-plan MCP access exist, but there is no permanent free product tier documented.
The MCP is free with every plan and the trial, while pricing lists paid plans and a 14-day trial: https://www.keyword.com/mcp/
Estimated customer scale
Market proof
Estimated customer or user scale based on public claims, with source claims stored separately for auditability.
Featured
A first-party platform-wide user claim indicates meaningful scale, but is not product-specific.
Featured's Features page states that 100,000+ experts, founders, and comms teams use Featured's platforms; the wording is platform-wide rather than a verified count for this exact product. https://featured.com/features
Keyword.com
The site makes a numeric first-party adoption claim above 2,000 customers/agencies.
The homepage says Keyword.com is trusted by 2,000+ agencies and SEO teams worldwide: https://www.keyword.com/
Agent readiness level
Automation
How ready the product is to operate as or inside an AI agent workflow, based on tracked subcriteria for autonomy, controls, integrations, memory, and evaluation.
Featured
Official MCP server exposes search, workflows, connections, and plan/usage tools.
Featured documents an OAuth 2.1 MCP endpoint for Claude, Cursor, VS Code, and custom agents with organization-scoped calls. https://featured.com/mcp
Keyword.com
Native MCP and REST APIs cover many research, rank, alert, and AI-visibility operations, but durable agent memory and formal evaluation are limited.
Keyword.com's MCP documentation lists 67 tools and approval-gated write actions across ranking, research, alerts, sharing, and AI visibility. https://www.keyword.com/docs/mcp/
Ease of use and autonomous level
Automation
How easy it is for a team to reach useful outcomes, and how much work the product can perform autonomously after setup.
Featured
Scheduled monitoring is automated, but human review remains required for sending.
Workflows run in the background and deliver results on a schedule, while Docs states the user reviews and sends and no workflow sends outreach autonomously. https://featured.com/workflows
Keyword.com
Plain-language queries and bulk operations enable substantial autonomy, with human approval for writes and destructive actions.
MCP read tools run silently, while write tools prompt for approval and destructive deletes cannot be undone: https://www.keyword.com/docs/mcp/