What is geo-citations?

A command that checks how suitable a brand’s web page is for citation by AI systems. Citability means having evidence and references that an AI can use when linking to or describing a page.

Use it with a URL to receive a 0–100 citability score, a breakdown of what is working and missing, a recommended top improvement, and a related content audit.

It reveals missing authority links, statistics, named quotes, research links, or sameAs structured data, instead of relying on a single overall score.

geo-citations — Command for Claude Code by studiomeyer-io

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/studiomeyer-io/studiomeyer-marketplace

Made for: Claude Code.

Or install studiomeyer-geo, the plugin that ships this one along with the rest of its 1 skill, 4 commands, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/commands/studiomeyer-io/studiomeyer-marketplace/geo-citations/github.svg)](https://agentmods.dev/commands/studiomeyer-io/studiomeyer-marketplace/geo-citations)

Your own site

<a href="https://agentmods.dev/commands/studiomeyer-io/studiomeyer-marketplace/geo-citations"><img src="https://agentmods.dev/badge/commands/studiomeyer-io/studiomeyer-marketplace/geo-citations/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/commands/studiomeyer-io/studiomeyer-marketplace/geo-citations"><img src="https://agentmods.dev/badge/commands/studiomeyer-io/studiomeyer-marketplace/geo-citations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 18 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 285 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00018	$0.00285
Opus 5	$0.00009	$0.00143
Sonnet 5	$0.00004	$0.00057
Haiku 4.5	$0.00002	$0.00028

Measured 6d ago against content hash e5aa1d287e26, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

geo-citations scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/studiomeyer-geo/commands/geo-citations.md · 23 lines

What it actually says

Run a citability analysis on $ARGUMENTS.

Call geo_citation_sources with url: "$ARGUMENTS". This returns a citability score 0-100 with a breakdown of:
- Authority links (outbound to reputable sources)
- Statistics and concrete numbers
- sameAs JSON-LD linking to Wikidata, Crunchbase, LinkedIn
- Quote blocks from named sources
- Research links
Also call geo_content_audit with the same URL for the 10-dimension audit based on the KDD 2024 GEO paper (+30-40% citations when done right).
Present:
- Citability score: 0-100
- What is working: sub-scores above 70
- What is missing: sub-scores below 50, with the specific fix
- Top improvement: the single change that would raise the score most
If the score is below 40, tell the user this page needs substantial work before it gets cited by any AI. If above 70, tell them they are in the top tier.

Be honest about the numbers. Do not soften weak scores.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

6d ago Changed e5aa1d287e26
11d ago First seen · 23 lines · 18 tokens per session scan A b315aa4200db

Subscribe to this mod's changes

geo-citations is a command published in the GitHub repository studiomeyer-io/studiomeyer-marketplace (2 stars, last pushed 6d ago), licensed MIT. It adds 18 tokens to every session and 285 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Claude Code Marketing and SEO agent-personas ai-memory claude-code-plugin crm geo

geo-citations

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

Other commands, from other repositories

status

open

visibly-seo-potential

visibly-seo-status-quo

visibly-seo-offer

seo-fix