The marketing site and AI app have different jobs.
Public pages explain the product, audience, evidence, pricing context, documentation, and policies; authenticated routes deliver the application.
Audit the Public Product Surface, Not Private AI Workflows.
Find crawl, content, and source-quality gaps while preserving authentication, API, billing, and user-data boundaries.
Turn one verified production finding into a bounded implementation task.
Open the Vibe SEO Workspace
Quick Answer
A free SEO and GEO tool for AI projects should check the public production website for access, redirects, index controls, canonical and sitemap consistency, source and rendered content, clear product entities, direct answers, visible evidence, contextual links, accurate structured data, and AI crawler policy. It should keep private AI inputs, outputs, API routes, accounts, billing, and user data protected and turn the highest public finding into a testable implementation task.
AI Summary
This action page serves founders and developers launching an AI product, agent, SaaS, or generated application. It combines technical SEO and generative source readiness without claiming access or schema guarantees recommendations.
GEO begins with a usable source.
Clear entities, claims, limitations, citations, and supporting pages matter only after the canonical public route is accessible and technically coherent.
One focused workspace
Stop jumping between tools.
Stop jumping between tools.
Keep the workflow in one place.
Audit, AI visibility, research, content optimization, and reporting-organized around the website you are improving.
ReplacesWhat you getOther tools
TruboRankAI
TruboRankAIEverything above vs TruboRankAI - one subscription$755+/mo$19.99/moSave ~97%
Third-party names and logos are trademarks of their owners and are shown for comparison. Other-tool prices are illustrative monthly benchmarks; exact plans and costs may vary.
Free AI project readiness
Check technical eligibility and source quality together
Use one production scan to identify whether the next task belongs to access, implementation, content, or evidence.
What the free AI project SEO and GEO check should inspect
Inventory the public product surface: homepage, features, audiences, pricing explanation, documentation, support, security or privacy information, and focused use cases. Remove unfinished, duplicate, or private routes from the sitemap. Confirm each public URL has one visitor job and a stable canonical identity.
Check production delivery. Follow redirects, record status and robots directives, compare source and rendered output, open routes directly, test invalid paths, and verify the sitemap. An AI-generated interface can work during client navigation while direct requests expose an empty shell, stale metadata, or a fallback response.
Evaluate the page as a source. Name the product and audience consistently, explain what the AI does and does not do, describe inputs and outputs without exposing private data, support claims with visible evidence, state limitations, and link to accurate policies or documentation. Structured data must match the page.
Keep measurement honest. Search Console can provide Google search evidence after verification; logs can record crawler requests; analytics can record referrals and conversions; controlled observations can record AI mentions or citations. A free scan evaluates readiness and cannot see every downstream platform outcome.
Keep the public acquisition layer separate from the application. Useful marketing, feature, audience, pricing, documentation, comparison, support, and policy pages may be indexable. Account, dashboard, billing, checkout, API, webhook, admin, staging, preview, test, and user-data routes should remain protected and outside public sitemaps and machine-readable inventories.
Map every finding to its owner before editing. Routes and metadata may belong to the framework, content may come from a CMS, redirects and headers may be controlled at the server or edge, and domains may belong to the hosting platform. Ask a coding agent for the smallest bounded correction, preserve unrelated behavior, run syntax and project tests, deploy, and repeat the exact production request.
Measure stages separately after release. A successful scan is readiness evidence, Search Console reports Google discovery and performance, infrastructure tracking records supported crawler requests, analytics records attributed visits, and controlled observations or provider reports record AI appearances. None of these signals guarantees indexing, ranking, citation, recommendation, traffic, or conversion.
Frequently asked questions
Can the checker scan a private AI dashboard?
Use it for the public acquisition surface. Private dashboards and user data should remain protected.
Does GEO require a special AI file?
No single file guarantees inclusion. Prioritize accessible useful pages; optional machine-readable resources can support compatible consumers.
Is this only for AI SaaS?
No. It applies to public websites around AI products, agents, applications, tools, and generated projects.