SEO Dashboard is the Singularity plugin that audits a site’s SEO and GEO from its URL and project. It computes a score from deterministic checks, then the agent configured in Singularity completes the analysis. Each finding becomes an item to handle, ignore or assign in a ticket.
Plugin screenshots on a fictional demonstration site. The plugin is paid.
What does an SEO and GEO audit check?
The engine covers metadata, headings, content, canonicals, robots, sitemaps, hreflang, structured data, images, internal links, cross-page duplicates, HTTP headers and indexability. For GEO, it also checks AI crawler access, llms.txt and Markdown mirrors. Search and training crawlers are told apart.
How do you read the score?
The score details show points lost per category and their sources, with a grade from A (90 and above) to E (below 40). Without a performance measurement, that category is excluded: a missing measurement carries no penalty. AI estimates remain advisory and never change the score.
How do you use it day to day?
- Add a site with its public URL, then a project and folder if you have them.
- Click Run audit: Singularity prepares an editable ticket for the agent.
- Review subjects by axis and priority, with their evidence.
- Work through the list, ignore what does not apply, or copy the plan as Markdown. A PDF report is also available.
- Run another audit: an item marked done but still detected returns to the list.
How do you compare a site with competitors?
Save up to 10 public competitor URLs and 100 target keywords. Multi-page analysis must cite evidence, document inaccessible sources and never invent a ranking. No paid API is needed: the agent uses the site, the project and its generic search.
What are the limits?
Checks cover a sample, not the whole site. The local performance probe uses lab medians, not field Core Web Vitals. Inaccessible data is declared unavailable, never invented. Neither these heuristics nor llms.txt prove that an AI will cite your site.
Frequently asked questions
Do I need a subscription to an external SEO tool?
No. No external SEO service is required. Enriched analysis uses the AI agent already configured in Singularity.
What is the difference between SEO and GEO in the plugin?
SEO groups classic checks such as metadata, canonicals and sitemaps. GEO examines readability for AI engines, including crawler access, llms.txt and Markdown mirrors.
Can another agent run the audit?
Yes. The plugin is model-agnostic: any tool-calling agent can run an audit through its MCP server.