| Best fit | Public business websites where content, search and AI visibility drive growth. | Full-stack applications, prototypes and backend-heavy products. | Different strengths |
| First-site generation | A complete researched multi-page business site from a brief or an existing URL, with copy and structure produced together. | Generates working applications and websites from prompts, with code you can keep iterating on. | Different strengths |
| Design control | Generated design directions on a consistent system, steered through the brief. | Prompt-driven and code-level control, which is effectively unlimited if you can write or read the code. | Different strengths |
| SEO foundation | Full technical layer on every build: titles, descriptions, single H1, structured data, breadcrumbs, canonicals, sitemap, robots.txt and an internal-link map. | Documented SEO and AEO review features, including research tooling and Search Console integration. | Different strengths |
| Ongoing SEO workflow | Content-driven technical updates and owner-requested revisions; recurring supervised recommendations remain product direction. | Provides SEO/AEO review and research so you can act; the content production and cadence remain yours. | PolyDraft |
| GEO and AI visibility | Answer-first content structure, llms.txt, explicit AI-crawler policy and consistent entity naming built into every page. | Ships SEO/AEO review capability as part of the platform documentation. | Different strengths |
| Localization | Native across 100 languages with hreflang, RTL support and transcreated copy. | Localization is something you implement in your application like any other feature. | PolyDraft |
| Content and CMS | Blog CMS, image library, inquiry inbox and internal-link manager included with every site. | No built-in marketing CMS; you build or integrate what your project needs. | PolyDraft |
| Source and deployment | Astro-based output deployable to infrastructure you own, under your own domain. | Two-way GitHub sync and a self-host path, which is a genuine strength for engineering teams. | Different strengths |
| Apps and e-commerce | Content-and-lead websites; not an application framework. | Full-stack application capability including backend logic and data. | Lovable |
| Agency operations | Team seats and project transfer on Pro and above; Agency includes badge control and full source-code export. | Repository-based collaboration that suits engineering-led teams. | Different strengths |
| Change approval | Owner-requested changes reviewed before publication. | Review generated changes before shipping. | Different strengths |