diff --git a/docs/comparisons/reactive-resume-vs-jobscan.mdx b/docs/comparisons/reactive-resume-vs-jobscan.mdx
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+---
+title: "Reactive Resume vs Jobscan"
+description: "Compare Reactive Resume and Jobscan by free PDF creation, ATS analysis, job matching, exports, open source, and automation."
+---
+
+Jobscan is a better fit when your workflow centers on its resume scanner and job-description analysis. Reactive Resume is a better fit when you want structured resume data, multiple export formats, open-source deployment, and API or MCP automation without a native scoring product.
+
+## Quick comparison
+
+| Consideration | Reactive Resume | Jobscan |
+| --- | --- | --- |
+| Resume creation | Structured editor with PDF, DOCX, Markdown, and JSON exports | Free builder with nine current templates and PDF download |
+| Import | Supported resume imports | Existing-resume and LinkedIn import |
+| Analysis | No native ATS or keyword-match score | Separate resume scanner and job-description analysis workflow |
+| Automation | Authenticated API and MCP workflows | Scanner-centered hosted workflow |
+| Deployment | Hosted use or self-hosting | Hosted service |
+
+Jobscan's builder documents a free PDF-creation workflow, LinkedIn import, and nine ATS-friendly templates. Its separate scanner describes resume scoring, formatting checks, and job-listing analysis as product features. Those features are vendor positioning and do not guarantee ATS handling or hiring outcomes.
+
+Reactive Resume exports PDF, DOCX, Markdown, and JSON and supports authenticated automation through its API and MCP server. It does not provide a native ATS score or job-keyword scanner.
+
+## Where Jobscan is a better fit
+
+Choose Jobscan when you want its specialized scanner and job-description analysis alongside resume creation. The scanner's feature set is more direct when a documented score and its associated recommendations are central to your review process.
+
+## Where Reactive Resume is a better fit
+
+Choose Reactive Resume when you want to own structured resume data, choose a template, export in several formats, or automate authenticated resume workflows. Its API and MCP server can support scripts, integrations, and compatible AI clients.
+
+## Which should you choose?
+
+Choose Jobscan when its scanner and job-analysis flow are your primary need. Choose Reactive Resume when the builder, data portability, self-hosting, and automation are primary and a specialized score is not required.
+
+## Reactive Resume limitations in this comparison
+
+Reactive Resume does not include a native ATS score or job-keyword scanner. If you want Jobscan's specialized analysis in the same hosted workflow as the builder, it is the more direct fit.
+
+## Sources
+
+- [Jobscan resume builder](https://www.jobscan.co/resume-builder)
+- [Jobscan resume scanner](https://www.jobscan.co/resume-scanner)
+- [Reactive Resume: exporting your resume](/guides/exporting-your-resume)
+- [Reactive Resume: using the API](/guides/using-the-api)
+- [Reactive Resume: using the MCP server](/guides/using-the-mcp-server)
+
+Last checked: July 28, 2026
+
+
+ Build, export, and automate structured resume data in Reactive Resume when an ATS score is not your primary need.
+
diff --git a/docs/comparisons/reactive-resume-vs-kickresume.mdx b/docs/comparisons/reactive-resume-vs-kickresume.mdx
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+---
+title: "Reactive Resume vs Kickresume"
+description: "Compare Reactive Resume and Kickresume by free downloads, AI writing, content examples, templates, provider choice, and self-hosting."
+---
+
+Kickresume is a better fit when you want AI writing, imports, examples, and related career documents in one guided product. Reactive Resume is a better fit when you want a free, open-source resume editor with optional, provider-configured AI and self-hosting.
+
+## Quick comparison
+
+| Consideration | Reactive Resume | Kickresume |
+| --- | --- | --- |
+| AI | Optional; connect and configure your own provider | Integrated AI writing and rewriting tools |
+| Content help | Direct editing and AI assistance after provider setup | Examples, guides, and AI-generated drafts |
+| Imports | Supported resume imports | LinkedIn and PDF/DOCX import paths |
+| Documents | Resume-focused exports and versions | Resumes, cover letters, websites, and related tools |
+| Free plan | Core hosted workflow has no premium tier | Unlimited documents and downloads when using free customization options |
+| Deployment | Hosted use or self-hosting | Hosted service |
+
+Kickresume's help center documents AI writing, LinkedIn import, PDF import, examples, guides, and cover-letter and website workflows. Its free-plan FAQ says documents and downloads are unlimited when you use free customization options; premium-marked options are outside that boundary.
+
+Reactive Resume can export PDF, DOCX, Markdown, and JSON. Its AI features remain optional: you connect a provider, model, endpoint when needed, and API key. Provider use may incur separate provider costs.
+
+## Where Kickresume is a better fit
+
+Choose Kickresume when you want prewritten examples, guided prompts, integrated AI writing, or related career documents in one interface. Its import options can also be helpful when starting from a LinkedIn profile or an existing PDF or DOCX resume.
+
+## Where Reactive Resume is a better fit
+
+Choose Reactive Resume when you want to keep AI optional and select the provider that handles your resume content. It is open source, can be self-hosted, and offers API and MCP workflows for authenticated automation.
+
+## Which should you choose?
+
+Choose Kickresume for a bundled writing, examples, and career-document workflow. Choose Reactive Resume for structured resume data, several export formats, deployment control, or configurable AI and automation.
+
+## Reactive Resume limitations in this comparison
+
+Reactive Resume has a smaller built-in content-example library and requires provider setup before AI features can be used. It does not bundle Kickresume's wider guided career-document workflow.
+
+## Sources
+
+- [Kickresume general help and plan FAQ](https://www.kickresume.com/en/help-center/general/)
+- [Kickresume resume editor help](https://www.kickresume.com/en/help-center/resume/)
+- [Reactive Resume: AI resume builder](/use-cases/ai-resume-builder)
+- [Reactive Resume: using AI](/guides/using-ai)
+- [Reactive Resume: API and MCP automation](/use-cases/api-mcp-resume-automation)
+
+Last checked: July 28, 2026
+
+
+ Try Reactive Resume when you want AI to remain optional and configurable rather than bundled into the builder.
+
diff --git a/docs/comparisons/reactive-resume-vs-resumegemini.mdx b/docs/comparisons/reactive-resume-vs-resumegemini.mdx
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+---
+title: "Reactive Resume vs ResumeGemini"
+description: "Compare Reactive Resume and ResumeGemini by free PDF export, AI optimization, content examples, open source, and self-hosting."
+---
+
+ResumeGemini is a better fit when you want prewritten examples and integrated job-targeted AI suggestions while drafting. Reactive Resume is a better fit when open-source deployment control and an optional provider model matter more than a bundled optimization product.
+
+## Quick comparison
+
+| Consideration | Reactive Resume | ResumeGemini |
+| --- | --- | --- |
+| Writing help | Direct editing; optional provider-configured AI | Prewritten expert content and job-specific examples |
+| Job targeting | Manual edits or optional AI assistance | AI optimization, keyword alignment, and content tips for a target job |
+| PDF | PDF export | Site documents free-plan PDF download and free/premium templates |
+| Deployment | Hosted use or self-hosting | Hosted service |
+| Source access | Public MIT-licensed source | No equivalent source or self-hosting option documented on the cited pages |
+
+ResumeGemini describes prewritten, job-specific examples and AI recommendations, keyword alignment, and content tips based on a target job. Its product page documents free and premium templates, plus free-plan resume download. This supports at least one free-template/free-PDF path; it does not establish that every template is free.
+
+Reactive Resume supports PDF, DOCX, Markdown, and JSON exports. AI is optional and requires a tested, enabled provider that you configure; the provider account can have separate costs.
+
+## Where ResumeGemini is a better fit
+
+Choose ResumeGemini when you want a content library and job-targeted AI optimization in the same drafting workflow. Its examples and suggestions can be useful when the first version of the wording is the main problem.
+
+## Where Reactive Resume is a better fit
+
+Choose Reactive Resume when you want to inspect or deploy the software yourself, keep resumes as structured data, or select an AI provider independently. It also exposes authenticated API and MCP workflows for automation.
+
+## Which should you choose?
+
+Choose ResumeGemini for integrated examples and keyword-oriented suggestions. Choose Reactive Resume for open-source access, self-hosting, and control over the AI provider and automation workflow.
+
+## Reactive Resume limitations in this comparison
+
+Reactive Resume does not include a built-in content-example library or a native keyword-optimization product. Its AI workflow also requires you to configure provider credentials before using it.
+
+## Sources
+
+- [ResumeGemini product page](https://www.resumegemini.com/)
+- [ResumeGemini product overview](https://resumegemini.com/about-us)
+- [Reactive Resume: AI resume builder](/use-cases/ai-resume-builder)
+- [Reactive Resume: using AI](/guides/using-ai)
+- [Reactive Resume: API and MCP automation](/use-cases/api-mcp-resume-automation)
+
+Last checked: July 28, 2026
+
+
+ Use Reactive Resume when source access and deployment control matter more than integrated content examples.
+
diff --git a/docs/comparisons/reactive-resume-vs-resumod.mdx b/docs/comparisons/reactive-resume-vs-resumod.mdx
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+---
+title: "Reactive Resume vs Resumod"
+description: "Compare Reactive Resume and Resumod by AI writing, resume scoring, job targeting, exports, open source, and self-hosting."
+---
+
+Resumod is a better fit when you want role-specific content, resume scoring, and job-targeted AI in one hosted product. Reactive Resume is a better fit when you want open-source deployment, optional bring-your-own AI, and structured resume exports.
+
+## Quick comparison
+
+| Consideration | Reactive Resume | Resumod |
+| --- | --- | --- |
+| Content help | Direct editing; optional provider-configured AI | Role-specific samples and AI resume-building tools |
+| Review | No integrated ATS-style score | Product lists an ATS Resume Checker and scoring workflow |
+| Job targeting | Manual edits or optional AI assistance | Job-targeted AI workflow |
+| Exports | PDF, DOCX, Markdown, and JSON | Product documents PDF and Word output |
+| Plans | Core hosted workflow has no premium tier | Free and paid templates; full plan matrix is not clear on the cited pages |
+| Deployment | Hosted use or self-hosting | Hosted service |
+
+Resumod's product pages list role-specific samples, an ATS Resume Checker, an AI resume builder, and resume outputs including PDF and Word. These scoring and targeting descriptions are product positioning, not evidence of application outcomes. Its pages describe both free and paid templates, but do not provide a complete plan matrix, so template and AI access should be checked before relying on a particular feature.
+
+Reactive Resume offers PDF, DOCX, Markdown, and JSON exports. Its AI features are optional: you connect and enable a provider using your own credentials, and that provider can have separate costs.
+
+## Where Resumod is a better fit
+
+Choose Resumod when role-specific examples, an integrated score, and job-targeted AI are more useful than provider choice. It is also the more direct option if you want its documented PDF and Word workflow with these tools in one place.
+
+## Where Reactive Resume is a better fit
+
+Choose Reactive Resume when source access, self-hosting, and separate provider choice are important. It keeps resumes as structured data and exposes authenticated API and MCP workflows for automation.
+
+## Which should you choose?
+
+Choose Resumod for its bundled content, score, and job-targeting surfaces. Choose Reactive Resume for configurable AI, deployment control, several export formats, and data-oriented automation.
+
+## Reactive Resume limitations in this comparison
+
+Reactive Resume does not include an integrated ATS-style score or a built-in role-specific content library. Its AI features also need provider setup before they are available.
+
+## Sources
+
+- [Resumod product page](https://resumod.co/)
+- [Resumod AI resume builder](https://resumod.co/ai-resume-builder)
+- [Reactive Resume: AI resume builder](/use-cases/ai-resume-builder)
+- [Reactive Resume: using AI](/guides/using-ai)
+- [Reactive Resume: API and MCP automation](/use-cases/api-mcp-resume-automation)
+
+Last checked: July 28, 2026
+
+
+ Try Reactive Resume when self-hosting and optional bring-your-own AI matter more than bundled scoring tools.
+
diff --git a/docs/comparisons/reactive-resume-vs-rezi.mdx b/docs/comparisons/reactive-resume-vs-rezi.mdx
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+---
+title: "Reactive Resume vs Rezi"
+description: "Compare Reactive Resume and Rezi by free limits, ATS scoring, keyword targeting, AI writing, provider choice, and self-hosting."
+---
+
+Rezi is a better fit when you want its integrated score, keyword-targeting, AI writing, interview tool, and expert-review option. Reactive Resume is a better fit when you want optional provider-configured AI, open-source self-hosting, and API or MCP automation.
+
+## Quick comparison
+
+| Consideration | Reactive Resume | Rezi |
+| --- | --- | --- |
+| AI | Optional; connect your own provider | Integrated AI writing and editing |
+| Targeting | Manual edits or optional AI assistance | Rezi Score and keyword-targeting features |
+| Review | No specialist human-review service | Expert resume-review option |
+| Interview help | No equivalent built-in interview tool | AI Interview feature |
+| Free limits | Core hosted workflow has no premium tier | One resume and three PDF downloads |
+| Deployment | Hosted use or self-hosting | Hosted service |
+
+Rezi's pricing page documents the free plan's one-resume and three-PDF-download limits, plus integrated AI writing and editing. It also lists Rezi Score, keyword targeting, AI Interview, and an expert resume-review option. These are documented product features and positioning, not a promise of ATS passage, interviews, or hiring results.
+
+Reactive Resume's AI is optional and bring-your-own-provider: you configure provider credentials, and provider use can incur separate costs. It does not have Rezi's specialist scoring, keyword-targeting, interview, or human-review tools.
+
+## Where Rezi is a better fit
+
+Choose Rezi when you want its score, keyword-targeting, AI writing, interview practice, or expert-review option in one product. The documented free limits are also useful to consider if you only need one resume and up to three PDF downloads.
+
+## Where Reactive Resume is a better fit
+
+Choose Reactive Resume when provider choice, open-source access, and self-hosting are more important than an integrated score. It also provides authenticated API and MCP workflows for resume and application automation.
+
+## Which should you choose?
+
+Choose Rezi for an integrated scoring and review-oriented workflow. Choose Reactive Resume for deployment control, configurable AI, structured exports, and API or MCP automation.
+
+## Reactive Resume limitations in this comparison
+
+Reactive Resume does not offer Rezi's specialist score, keyword-targeting, interview tool, or human-review option. Its AI features require provider setup and may involve separate provider costs.
+
+## Sources
+
+- [Rezi pricing and feature comparison](https://www.rezi.ai/pricing)
+- [Rezi official product summary](https://www.rezi.ai/ai-llm-info)
+- [Reactive Resume: AI resume builder](/use-cases/ai-resume-builder)
+- [Reactive Resume: using AI](/guides/using-ai)
+- [Reactive Resume: API and MCP automation](/use-cases/api-mcp-resume-automation)
+
+Last checked: July 28, 2026
+
+
+ Use Reactive Resume when provider choice, open source, self-hosting, and API or MCP automation matter more than an
+ integrated ATS score.
+