SE Ranking AI visibility analyst

SEO seranking

by AgriciDaniel · MIT license · ★ 17,394 on GitHub · updated Sep 11

SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.

---
name: seo-seranking
description: SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.
metadata:
  version: "2.3.1"
compatibility: "Requires an SE Ranking API key (set SERANKING_API_KEY by running extensions/seranking/install.sh)."
---

# seo-seranking

Live AI visibility tracking via the SE Ranking REST API.

## Prerequisites

- Run `extensions/seranking/install.sh` (or `install.ps1`).
- An SE Ranking API key (https://seranking.com/api.html).
- Before any call, verify `SERANKING_API_KEY` is present in `~/.claude/settings.json` under `env.`. If absent, tell the user to run the installer.

Overview

SE Ranking samples each AI platform's responses for brand mentions across a configurable prompt set. The scorer is the same logic used by Profound / Peec AI but bundled into one MCP/API. Output fields:

The SKILL.md below is the copy AgentAlley read and checked. The repo has changed it since; the other files are from commit e77e783.

Manual install (npx, ZIP)

Claude Codenpx skills add AgriciDaniel/claude-seo --skill seo-seranking -g -a claude-code

Claude Code (manual)

mkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/AgriciDaniel/claude-seo/tar.gz/e77e783e38ee \
  | tar -xz -C ~/.claude/skills --strip-components=4 claude-seo-e77e783e38ee/extensions/seranking/skills/seo-seranking

Windows (PowerShell)

New-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/312426824efe7a7921ed/seo-seranking.zip" -OutFile "$env:TEMP\seo-seranking.zip"; Expand-Archive "$env:TEMP\seo-seranking.zip" -DestinationPath "$HOME\.claude\skills" -Force

Claude.ai / desktopDownload the ZIP and upload it under Settings → Capabilities → Skills.

Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

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SKILL.md2.2 KB

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seo-seranking

Live AI visibility tracking via the SE Ranking REST API.

Prerequisites

Run extensions/seranking/install.sh (or install.ps1).
An SE Ranking API key (https://seranking.com/api.html).
Before any call, verify SERANKING_API_KEY is present in ~/.claude/settings.json under env.. If absent, tell the user to run the installer.

Routing

Command	Purpose
`/seo seranking ai-visibility <brand>`	Share-of-voice for `brand` across ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode
`/seo seranking serp <keyword>`	Top 100 organic positions + SERP features
`/seo seranking backlinks <url>`	Backlink profile (alternative vendor source to Ahrefs / DataForSEO)
`/seo seranking competitors <url>`	Top 10 organic competitors and shared-keyword gaps

chatgpt_sov: % of sampled prompts where the brand appears in the response.
gemini_sov: same, against Google Gemini.
perplexity_sov: same, against Perplexity.
ai_overviews_sov: brand citation rate inside Google AI Overviews.
ai_mode_sov: brand citation rate inside Google AI Mode (US English first).

Report each as a percentage with a confidence note based on sample size.

Cost guardrails

SE Ranking API uses unit accounting. Single AI visibility query is ~5 units (1 per platform). Use "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run dataforseo_costs.py to log spend across vendors.

Cross-skill delegation

For traditional backlinks + content audit, fall back to seo-backlinks / seo-content.
For platform-specific deep-dives (ChatGPT only, Perplexity only), prefer the dedicated seo-geo skill which has Brand Mention Correlation guidance.

1	---
2	name: seo-seranking
3	description: SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.
4	metadata:
5	version: "2.3.1"
6	compatibility: "Requires an SE Ranking API key (set SERANKING_API_KEY by running extensions/seranking/install.sh)."
7	---
8
9	# seo-seranking
10
11	Live AI visibility tracking via the SE Ranking REST API.
12
13	## Prerequisites
14
15	- Run `extensions/seranking/install.sh` (or `install.ps1`).
16	- An SE Ranking API key (https://seranking.com/api.html).
17	- Before any call, verify `SERANKING_API_KEY` is present in `~/.claude/settings.json` under `env.`. If absent, tell the user to run the installer.
18
19	## Routing
20
21	\| Command \| Purpose \|
22	\|---\|---\|
23	\| `/seo seranking ai-visibility <brand>` \| Share-of-voice for `brand` across ChatGPT, Gemini, Perplexity, AI Overviews, AI Mode \|
24	\| `/seo seranking serp <keyword>` \| Top 100 organic positions + SERP features \|
25	\| `/seo seranking backlinks <url>` \| Backlink profile (alternative vendor source to Ahrefs / DataForSEO) \|
26	\| `/seo seranking competitors <url>` \| Top 10 organic competitors and shared-keyword gaps \|
27
28	## AI Share-of-Voice scoring
29
30	SE Ranking samples each AI platform's responses for brand mentions
31	across a configurable prompt set. The scorer is the same logic used
32	by Profound / Peec AI but bundled into one MCP/API. Output fields:
33
34	- `chatgpt_sov`: % of sampled prompts where the brand appears in the response.
35	- `gemini_sov`: same, against Google Gemini.
36	- `perplexity_sov`: same, against Perplexity.
37	- `ai_overviews_sov`: brand citation rate inside Google AI Overviews.
38	- `ai_mode_sov`: brand citation rate inside Google AI Mode (US English first).
39
40	Report each as a percentage with a confidence note based on sample size.
41
42	## Cost guardrails
43
44	SE Ranking API uses unit accounting. Single AI visibility query is
45	~5 units (1 per platform). Use `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run dataforseo_costs.py` to log
46	spend across vendors.
47
48	## Cross-skill delegation
49
50	- For traditional backlinks + content audit, fall back to `seo-backlinks` / `seo-content`.
51	- For platform-specific deep-dives (ChatGPT only, Perplexity only), prefer the dedicated `seo-geo` skill which has Brand Mention Correlation guidance.
52