In short:
ak-seopicks the right job from what you type (audit, GEO, keywords, schema, pSEO, optimize), gathers evidence from the live page, ReviewWeb.site, Google Search Console or PageSpeed, then returns a report or local files. Every number names its source, and when a source returns nothing it says unknown. It does not publish pages, submit sitemaps or send outreach emails without your permission.
Disclosure: I maintain AgentKit and have an affiliate relationship with it: the AgentKit link in this post is an affiliate link; buying through it gets you 30% off.
Summary
Use it when you need to know where your site is weak for Google and for AI assistants, when you need keywords backed by real data, or when you need schema and page templates. You do not need it if you want the skill to change your site's code for a framework: geo only states what must be true and checks it, and the install is the framework skill's job.
flowchart LR
A["SEO or GEO request"] --> B["ak-seo"]
B --> C["Audit, keyword, GEO report"]
B --> D["Local files: schema, pSEO template, sitemap"]
C --> E["You fix the site by priority list"]
D --> F{"Publish or send?"}
F -->|"Only with your permission"| G["Publish pages, submit sitemap, outreach"]Four things to know to use it well:
| Concept | Question | Example |
|---|---|---|
| Subcommand | Which job do you need this time? | audit (technical check of one page or the whole site), geo (how easily AI reads the site), keywords (keyword research), pseo (bulk page templates), optimize (on-page and technical fixes), schema (JSON-LD) |
| Evidence source | Where does this job get its data? | Fixing schema for an FAQ page needs only the page file and the JSON-LD in the project, no paid keyword API. Keyword research needs ReviewWeb.site. Real clicks and impressions need Google Search Console. |
| Sourced numbers | Where, when and for which market does this number come from? | "Difficulty 34, source ReviewWeb, date 2026-10-21, market vn, Vietnamese, top 50 keywords" |
| GEO contract | Can search engines and AI assistants read and cite the site? | /docs/intro has a /docs/intro.md version served as text/markdown, llms.txt lists the main pages, each page has its own 1200×630 share image, and there are "Copy as Markdown" and "Open in Claude" buttons. |
Blocking or allowing AI bots in robots.txt is your call: the skill never adds block rules on its own, and blocking search bots or bots that fetch pages on a user's request takes your site out of AI answers.
Sample prompt to audit a whole site:
/ak-seo audit https://<domain>
Audit the whole site: home page, pricing page, blog.
Rank issues by priority, each with a fix and an effort estimate.
Name the source of every number.This skill has no flags. The first word after the command can be a subcommand (audit, geo, keywords, pseo, optimize, schema) and the rest is the target. Leave the subcommand out and the skill reads the intent from your sentence.
Below is the detailed version: the run flow, 6 situations with prompts (whole-site audit, GEO check, keyword research, JSON-LD for one page, bulk page templates, finding low-CTR queries), how to call subcommands, the change history by ak release, and common pitfalls. The detailed version and the interactive page are for subscribers. Your agent can also search them through the portal's MCP.
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This guide is for subscribers
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Use this piece in your agent
Get an API keyCopy the text below and paste it into Claude Code, Codex or whichever agent you use. The agent reads the piece and checks it against the repo you have open.
Read "ak-seo: check and improve SEO and GEO with sourced numbers" on modernEngineer and apply it to this repo.
1. Call the content_get tool of the modernengineer MCP server with locale "en", slug "ak-seo". If the modernengineer MCP server is not connected, stop and walk me through connecting it from https://modernengineer.dev/en/mcp.
2. Summarize the main steps of the piece and point out which apply to this repo.
3. Propose concrete changes and ask me before editing any file.Connect MCP in Claude Code (once)
claude mcp add --transport http modernengineer \
https://api.modernengineer.dev/mcp \
--header "Authorization: Bearer <API key>"Reading the full piece over MCP needs an API key from a subscriber account or one that bought this guide. Without access, the agent only gets the opening.
- Version
- v1.0.0
- Updated
- 22/10/2026
- Licence
- All rights reserved
- Slug
- ak-seo
