Akii - SEO & AI Search Optimizer is a free, MIT-licensed Claude Code plugin that audits SEO, AEO, and GEO; generates schema; aligns with Google’s AI Optimization Guide; applies cross-engine tactics from the Princeton/IIT Delhi GEO study where Google doesn’t have jurisdiction; and scores AI visibility across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews - all from your terminal in ~30 seconds.
/plugin marketplace add https://github.com/akii-technologies-ltd/akii-seo-ai-search-optimizer/plugin install akii-seo-ai-search-optimizer@akiiGoogle AI surfaces follow Google’s official AI Optimization Guide (foundational SEO, helpful content). The 5 other engines (ChatGPT, Claude, Perplexity, Copilot, standalone Gemini) use cross-engine tactics from the Princeton/IIT Delhi GEO study (Aggarwal et al., KDD 2024) - up to +40% lift overall, +97-115% for pages currently outside the top 5 in the paper benchmark.
Keyword stuffing is now a 10% penalty. We never apply it.
Already pay for Ahrefs Brand Radar, Google Search Console, DataForSEO, or Apify? Skills detect them and use them for real data. Zero config. Otherwise WebFetch + WebSearch keep every skill working standalone.
Your enterprise tools, now usable from your IDE.
First plugin to encode actual signal weights for ChatGPT (41% lists), Gemini (49% + 3.5★ cutoff), Perplexity (64% lists), Claude (68% business DBs), and Copilot. Each fix path tailored to the engine.
One “SEO score” hides where you are invisible.
Akii backend returns a 0–100 score (Llama 4 / DeepSeek as LLM judge against your public footprint) with four-dimension breakdown. Claude (your session model) then layers a per-engine signal-correlation proxy for all six major answer engines. Direct per-engine querying is part of done-for-you Akii Managed AI Search Visibility.
Full SEO + AEO + GEO health check.
Crawlability, Core Web Vitals, JS rendering, indexation.
404, 5xx, redirect chains, mixed content.
Side-by-side SEO + AEO + GEO + AI visibility scorecard vs named competitors.
Full SEO + AEO + GEO pass on a single page. Applies tactics from the Princeton/IIT Delhi GEO study (paper benchmark: +40% AI visibility lift). Modes: full / seo / aeo / geo.
JSON-LD with sameAs, granular LocalBusiness, AEO fields.
Orphan detection, anchor diversity, link-equity flow.
Pillar + cluster topology + 90-day publishing queue.
SERP-grounded brief with PAA + entity coverage.
Intent-matched clusters → page mapping.
Generate + maintain llms.txt + llms-full.txt.
Per-locale keyword research + hreflang + cultural adaptation.
Akii encodes observed correlations (per FirstPageSage’s 2024 GEO study) so the plugin can prescribe a fix tailored to the engine you are losing in.
| Engine | Rooted in | Dominant signal | Notes |
|---|---|---|---|
| ChatGPT | Bing | ChatGPT (rooted in Bing) ranks brands primarily by authoritative list mentions, which account for ~41% of the observed signal. | Plus 18% awards / accreditations, 16% third-party reviews (TrustPilot, Capterra, BBB), and 11% social sentiment (Reddit, news). |
| Gemini | Gemini (rooted in Google) ranks brands primarily by authoritative Google list mentions, which account for ~49% of the observed signal. | Plus 23% domain authority, a hard <3.5★ aggregate-review cutoff, and 38% Google Business Profile weight for local queries. | |
| Perplexity | Perplexity ranks brands primarily by appearance in the top-5 of Google list results, which accounts for ~64% of the observed signal. | Plus 31% online review presence and ordering. | |
| Claude | Static + business DBs | Claude ranks brands primarily by presence in trusted business databases (Hoovers, Bloomberg, IBISWorld, Crunchbase), which account for ~68% of the observed signal. | Plus 19% awards / affiliations, 13% customer usage data; skews enterprise, weak on hyper-local queries. |
| Copilot | Bing | Copilot mirrors ChatGPT (both rooted in Bing) with a slight bias toward Microsoft-ecosystem signals. | No separate vendor breakdown. Treat as ChatGPT-equivalent for fix prioritization. |
Sources: Aggarwal et al., “GEO: Generative Engine Optimization” (Princeton/IIT Delhi, KDD 2024, arXiv:2311.09735); FirstPageSage GEO Algorithm Breakdown (2024, updated 2026). Per-engine weights are observed correlations, not model internals.
One-off audits, schema, content, and AI visibility scoring belong in the plugin. Continuous monitoring across all six AI engines, strategist-prioritized fixes, and human QA on every change belong in Akii Managed AI Search Visibility.
| Capability | Plugin · free | Akii Managed AI Search Visibility · done-for-you execution |
|---|---|---|
| Codebase + URL audits | ||
| Schema, AEO, GEO optimization | ||
| Content briefs + generation | ||
| Keyword clustering | ||
| One-shot AI visibility score | ||
| Continuous monitoring across all six AI engines | - | |
| Real-time alerts when visibility drops | - | |
| Strategist-prioritized fix queue | - | |
| Citation, content, and schema execution done for you | - | |
| Geo-targeted visibility activation | - | |
| Competitor counter-moves | - | |
| Human QA on every shipped change | - | |
| Historical trend reporting | - |
Free forever. No login. No usage cap. When you want continuous monitoring across all six AI engines with proprietary agents and human strategists running the fixes for you, that is Akii Managed AI Search Visibility.
MIT licensed · 13 skills · 5 agents · 8 commands · v2.2.0