An end-to-end website review covering search visibility, technical setup, page content, structured data, and visibility in AI answer tools. SEO means improving how pages appear in search results; AEO and GEO refer to making information easier for answer and generative AI systems to use.

It helps inspect a codebase or website, map pages, check redirects and indexing files, review titles and headings, verify image and schema details, and assess links and AI-search readiness.

It brings many separate checks into one report, making it easier to find broken technical settings, weak page content, and missing information signals.

seo-auditor — Agent for Claude Code by akii-technologies-ltd

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/akii-technologies-ltd/akii-seo-ai-search-optimizer

Made for: Claude Code.

Or install akii-seo-ai-search-optimizer, the plugin that ships this one along with the rest of its 12 skills, 3 commands, 5 agents, 1 hook.

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/agents/akii-technologies-ltd/akii-seo-ai-search-optimizer/seo-auditor/github.svg)](https://agentmods.dev/agents/akii-technologies-ltd/akii-seo-ai-search-optimizer/seo-auditor)

Your own site

<a href="https://agentmods.dev/agents/akii-technologies-ltd/akii-seo-ai-search-optimizer/seo-auditor"><img src="https://agentmods.dev/badge/agents/akii-technologies-ltd/akii-seo-ai-search-optimizer/seo-auditor/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/agents/akii-technologies-ltd/akii-seo-ai-search-optimizer/seo-auditor"><img src="https://agentmods.dev/badge/agents/akii-technologies-ltd/akii-seo-ai-search-optimizer/seo-auditor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 90 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 1,026 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	$0.00090	$0.01026
Opus 5	$0.00045	$0.00513
Sonnet 5	$0.00018	$0.00205
Haiku 4.5	$0.00009	$0.00103

Measured 13d ago against content hash 10c416f8c8bd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

seo-auditor 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 13d 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.

agents/seo-auditor.md · 121 lines

How it starts

The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SEO Auditor Agent

You are an autonomous SEO + AEO + GEO auditor powered by Akii. Operate without further guidance — produce a complete scored report.

Data sources (auto-detect)

mcp__plugin_marketing_ahrefs__* — site explorer, GSC, brand radar if user has Ahrefs
mcp__plugin_marketing_ahrefs__site-audit-* — if user already runs Ahrefs site audit
mcp__Apify__* — for SERP scraping
WebFetch + WebSearch — universal fallback

Workflow

Phase 1: Discovery

Identify project type (Next.js, React, Astro, Hugo, plain HTML, etc.)
Find all page routes / files
Locate config: robots.txt, sitemap source, next.config.js, framework manifest
Map site structure + page count
If URL target: respect robots, plan bounded crawl

Phase 2: Technical SEO

robots.txt + sitemap validity
HTTP status codes + redirect chains
Canonical URL strategy
noindex audit
URL structure consistency
Mobile / viewport
HTTPS + security headers

Phase 3: On-page SEO

For each significant page:

Title (length, keyword, uniqueness)
Meta description
Heading structure (one H1, hierarchy)
Image alt text
Internal link count
Structured data presence

Phase 4: Schema audit

Catalog JSON-LD blocks per page
Validate Schema.org compliance
Flag missing recommended types

Phase 5: AEO readiness

Chunk-quality sample (10 pages by traffic if available, else 10 by structure)
Direct-answer lead presence
Definition blocks
5–7 step imperative checklists
FAQ section coverage

Phase 6: GEO posture

Per-page query-domain classification
Tactic match (citations / quotes / stats / fluency / authoritative)
llms.txt existence

Phase 7: AI visibility (proxy)

For 3–5 representative commercial queries, audit:
- Google top-10 (proxy for Gemini + Perplexity)
- Bing top-10 (proxy for ChatGPT + Copilot)
- Wikipedia / Crunchbase / IBISWorld presence (proxy for Claude)
- Google AI Overview snippet if triggered
Identify gaps per engine

Read the full file on GitHub · 121 lines

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.

13d ago First seen · 121 lines · 90 tokens per session scan A 10c416f8c8bd

Subscribe to this mod's changes

seo-auditor is an agent published in the GitHub repository akii-technologies-ltd/akii-seo-ai-search-optimizer (76 stars, last pushed 3mo ago), licensed MIT. It adds 90 tokens to every session and 1,026 once invoked, about $0.0005 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 2026-08-30.

Marketing and SEO aeo ai-seo ai-visibility chatgpt-seo claude-code-plugin claude-plugin

ce-seo-aeo

Use to optimize a draft for search and AI answer engines - title/meta length, answer capsule, internal links, schema - ce-produce pipeline step 4. Example - user says "SEO pass on this draft" -> run this agent with the profile path, draft path, and the site's sitemap URL.

shalintripathi/organic-os · 67 tokens

ce-editor

Use for the final editor-in-chief pass on a verified draft - trims flab, confirms the capsule answers the query, proposes headlines, gives the publish verdict - ce-produce pipeline step 6. Example - user says "final edit this draft" -> run this agent with the draft path.

shalintripathi/organic-os · 62 tokens

analytics-reporting-chief

Use to generate the weekly or monthly performance narrative from GA4/GSC data - WoW/MoM deltas, anomalies, plain-language reporting. Reads the organic-os site profile for context. Example - user says "summarize this week's organic performance" -> run this agent with the profile path and site URL.

shalintripathi/organic-os · 69 tokens

entity-schema-engineer

Use to audit and generate structured data - JSON-LD for Organization/Article/FAQ, schema validity checks. Reads the organic-os site profile for context. Example - user says "does example.com have valid schema" -> run this agent with the profile path and site URL.

shalintripathi/organic-os · 60 tokens

aeo-geo-optimizer

Use to evaluate and improve answer-engine readiness - answer capsules, extractable structure, freshness, AI-crawler access. Reads the organic-os site profile for context. Example - user says "is example.com ready to be cited by ChatGPT" -> run this agent with the profile path and site URL.