geo-generative-engine-optimisation vs RankControl
geo-generative-engine-optimisation is a plugin bundle for AI coding tools published by arturseo-geo. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). RankControl is an MCP server published by rankcontrol. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-07. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  geo-generative-engine-optimisation |   RankControl |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 1.0.0 Forks (GitHub): 1 Stars (GitHub): 1 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.19.0 Downloads/month (npm): 2 049 Downloads/week (npm): 375 Forks (GitHub): 0 Stars (GitHub): 5 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | geo-generative-engine-optimisation | RankControl |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 (worse) | 5 (better) |
| Forks (GitHub) (differs) | 1 (better) | 0 (worse) |
| Last release (differs) | Not published | 2026-10-14 |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (api.rctrl.com/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 1, secrets among them: 1 |
| Parts of the bundle (differs) | 17 | Not a bundle |
| Licence | MIT | MIT |
| Repository (differs) | github.com/arturseo-geo/cowork-geo-plugin | github.com/rankcontrol/rankcontrol |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Status out of date: last check 2 days ago returned HTTP 405 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
geo-generative-engine-optimisation
Monitor AI citations, score content for AI search visibility, validate crawl parity, and optimise structured data for ChatGPT, Perplexity, and Google AI Overviews. The only plugin in the directory dedicated to Generative Engine Optimisation (GEO) — the emerging discipline of making content visible to AI search engines. Includes 6 skills: geo-score, citation-check, crawl-parity, schema-optimization, ai-content-strategy, and llms-txt.
RankControl
Plan, write and publish SEO articles on your own site, and track your Google and AI search traffic.
How to run each
geo-generative-engine-optimisation As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install geo-generative-engine-optimisation@claude-communityRankControl As a remote MCP server
claude mcp add --transport http rankcontrol https://api.rctrl.com/mcpRequires: RANKCONTROL_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only RankControl has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of geo-generative-engine-optimisation publish no settings it asks for, so we do not compare settings.
What it can do: geo-generative-engine-optimisation · What it can do: RankControl · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.