Strategy & Workflows 28s
Multi-Agent SEO Prompt & Execution Flow (Kimi 2M Context)
Executes a 7-layer recursive SEO prompt workflow choreographing research, outline generation, semantic drafting, and schema validation.
Kimi SEO Tools: Moonshot API Catalog for Long Audits (2026)
DEEP MOONSHOT KIMI PLATFORM ARCHITECTURE
Human-Edited & Verified • Deterministic AI-assisted research. Editorial standards.
AI Edited
Last updated: 13 October 2026
Kimi SEO tools are the seoskillsai modules called through Moonshot’s OpenAI-compatible API at https://api.moonshot.ai/v1.
TLDR
- The quickstart uses model
kimi-k3, base URLhttps://api.moonshot.ai/v1, and the environment variableMOONSHOT_API_KEY(Kimi quickstart). - Kimi K3 is documented with a 1 million token context window. K2.6 and K2.7 Code are documented at 256K.
- Do not hard-code the key. Moonshot says to keep it in an environment variable.
- This hub owns the catalog query. Business-model queries are not a second article here.
- First-party GSC (10 Sep–8 Oct 2026):
/kimihad 26 impressions and 0 clicks as a template. Bing showedkimi seo skillwith 2 impressions and 0 clicks.
Contents
- What the catalog covers
- Call the API
- Skill modules on this hub
- Queries this page does not chase
- FAQ
- Related reading
- Sources
What the catalog covers
The skills directory is the full product list. This page is the Kimi slice: bulk audits, plans, schema, and content jobs that fit a long context window.
Moonshot documents an API. It does not document a Google ranking system. Write the findings into crawlable HTML (helpful content).
Call the API
From the current quickstart (Kimi API):
| Setting | Value |
|---|---|
| Base URL | https://api.moonshot.ai/v1 |
| Default model on that page | kimi-k3 |
| Key | MOONSHOT_API_KEY |
| K3 context | 1 million tokens |
| Faster code model | kimi-k2.7-code-highspeed |
K3 sets reasoning with reasoning_effort: low, high, or max. The default on the quickstart is max.
npx @seoskillsai/cli run kimi-bulk-audit
That command is the site CLI entry. It expects kimi_context_config.json in the runtime. The API key stays outside that file.
Skill modules on this hub
AI Edited
| Job | Recipe URL |
|---|---|
| Technical audit | /kimi/seo-audit |
| Topical plan | /kimi/seo-plan |
| Schema | /kimi/seo-schema |
| Content | /kimi/seo-content |
| GEO | /kimi/seo-geo |
Those rows are still templates. Do not copy this H1 onto them. A neighboring editor catalog is the Cline hub.
Queries this page does not chase
Search Console also showed a question about a Kimi search agency. That is not this product. This URL is the API catalog for the skill pack.
People-first pages still have to be unique. Do not ask the model to invent citations or a second Google algorithm.
FAQ
What does this Kimi catalog include?
The seoskillsai modules that run through the Moonshot API: audit, plan, schema, content, and GEO. The hub URL stays /kimi.
Which model name should the request use?
The quickstart defaults to kimi-k3. Use kimi-k2.7-code-highspeed when the job is code and you want the faster variant.
How large is the context window?
Kimi K3 is documented at 1 million tokens. K2.6 and K2.7 Code are documented at 256K. Use the figure on the model page you actually call.
Where does the API key go?
In MOONSHOT_API_KEY. Moonshot says not to hard-code it.
Does Search Console measure Kimi answers?
No. The 26 impressions on this URL are Google Search impressions.
Related reading
Sources
ACTIVE AGENT MODULES
Available Moonshot Kimi SEO Skill Modules (29)
Pre-configured agentic skills optimized for Kimi 2M Context.
Technical & Crawl 9s
Google Search Console & Indexing API Automation (Kimi 2M Context)
Automates Google Search Console API reporting, indexation requests, URL inspections, and performance delta alerts.
Strategy & Workflows 14s
Search Experience Optimization (SXO) & User Flow (Kimi 2M Context)
Optimizes user dwell time, click-input-click interactive loops, mobile centerpiece visibility, and eliminates bounce triggers.
Technical & Crawl 12s
Technical & On-Page AI SEO Audit (Kimi 2M Context)
Autonomous site crawl inspecting status codes, canonicals, DOM hierarchy, schema syntax, and semantic entity density in under 30 seconds.
Strategy & Workflows 18s
AI SEO Strategy & Topical Roadmap (Kimi 2M Context)
Generates 10-phase semantic topical authority roadmaps, crawl budget sequencing, and entity cluster matrices.
Structured Data 8s
JSON-LD Structured Data Automation (Kimi 2M Context)
Generates and validates interconnected JSON-LD schema graphs (WebSite, TechArticle, SoftwareSourceCode, FAQPage, BreadcrumbList).
Content & Entities 22s
Semantic AI Copywriting & Entity Grounding (Kimi 2M Context)
Authors high-converting, metric-backed developer content free of AI filler words, optimized for Information Gain and SERP triples.
Strategy & Workflows 14s
AI Backlink Profile & Anchor Sculpting (Kimi 2M Context)
Audits inbound link equity, detects over-optimized anchor text risks, and maps internal PageRank flow across topical silos.
Content & Entities 25s
SERP Overlap Topic Clustering (Kimi 2M Context)
Clusters 10,000+ raw keywords into non-cannibalizing topical silos using mathematical SERP URL overlap algorithms.
GEO & Future Search 16s
Generative Engine Optimization (GEO) (Kimi 2M Context)
Optimizes content structure and citation density for LLM search engines (Perplexity, ChatGPT Search, Gemini, Claude).
GEO & Future Search 6s
LLMs.txt & Markdown Standard Generator (Kimi 2M Context)
Generates standard-compliant llms.txt and llms-full.txt files to provide AI crawlers with structured context.
GEO & Future Search 15s
AI Overview & LLM Citation Tracker (Kimi 2M Context)
Monitors brand mentions, domain citations, and reference links across Google AI Overviews and Perplexity.
Technical & Crawl 5s
AI Crawler Access & robots.txt Manager (Kimi 2M Context)
Dynamically manages permissions and crawl budgets for GPTBot, ClaudeBot, Google-Extended, and PerplexityBot.
Technical & Crawl 10s
Core Web Vitals & Server Rendering Optimizer (Kimi 2M Context)
Audits TTFB, CLS, LCP, INP, font preloading, and Astro Server Island configurations for 100/100 Lighthouse scores.
Technical & Crawl 7s
Automated XML & HTML Sitemap Architecture (Kimi 2M Context)
Generates segmented XML sitemaps and dynamic, accessible HTML sitemap directories with real-time category counts.
Strategy & Workflows 12s
AI Ranking Drift & Content Decay Monitor (Kimi 2M Context)
Monitors organic keyword rank changes and proactively alerts when competitor updates cause content freshness decay.
Structured Data 16s
E-Commerce AI SEO & Product Schema (Kimi 2M Context)
Scales rich product schema (Product, AggregateOffer, MerchantReturnPolicy) and category faceted indexation rules.
Strategy & Workflows 14s
Local SEO, Geo-Targeting & GBP Automation (Kimi 2M Context)
Automates Google Business Profile entity optimization, local citations, NAP consistency, and geo-targeted landing pages.
Strategy & Workflows 11s
Google Maps & Local Pack Dominance (Kimi 2M Context)
Reverse-engineers map pack ranking algorithms, proximity signals, review velocity, and localized CTR.
Technical & Crawl 30s
Programmatic SEO & Template Scaling (Kimi 2M Context)
Generates 1,000+ programmatic landing pages with unique entity-attribute data, avoiding thin content penalties.
Content & Entities 20s
Competitor Topical Map Scraping & Gap Analysis (Kimi 2M Context)
Reverse-engineers competitor sitemaps, heading hierarchies, word counts, and keyword positions in real time.
Technical & Crawl 9s
Live SERP API & Data Grounding (Kimi 2M Context)
Directly connects AI agents to real-time Google and Bing SERP APIs for live search volume and ranking data.
Content & Entities 8s
Visual Semantic Image SEO & WebP Pipeline (Kimi 2M Context)
Automates responsive WebP/AVIF generation, 16:9 Google Discover aspect ratios, semantic ALT text, and C2PA badges.
Content & Entities 12s
Contextual AI Asset Generation & Alt Labelling (Kimi 2M Context)
Generates high-resolution, contextual editorial illustrations and diagrams with strict IPTC DigitalSourceType labeling.
Technical & Crawl 9s
Multilingual & Cross-Regional Hreflang Architecture (Kimi 2M Context)
Configures bidirectional hreflang tags, x-default fallback routing, and localized content silo synchronization.
Content & Entities 14s
AI Factuality & Hallucination Guardrails (Kimi 2M Context)
Enforces algorithmic source verification, Wikipedia Wikidata entity grounding, and anti-hallucination verification checks.
GEO & Future Search 16s
Vector Search, Semantic Embeddings & RAG Optimizer (Kimi 2M Context)
Optimizes content embeddings, chunking strategies, and vector distance for LLM retrieval and semantic search engines.
Structured Data 11s
Schema Knowledge Graph & Entity Reconciliation (Kimi 2M Context)
Builds interconnected Schema.org @graph knowledge networks with definedTerm, sameAs Wikipedia links, and semantic triples.
Content & Entities 8s
Single-Page Semantic SEO & Heading Tree Optimization (Kimi 2M Context)
Audits single-page semantic architecture, H1-H6 heading sequences, centerpiece annotations, and dwell-time retention hooks.
CONFIGURATION PROTOCOL
How to Install and Configure Moonshot Kimi SEO Skills
Step-by-step installation instructions for Moonshot Kimi API.
1
Install the Global CLI Package
Install the official SEO Skills AI CLI to manage agent configurations.
npm install -g @seoskillsai/cli 2
Inject Configuration into kimi_context_config.json
Register the MCP server or skill rules into your environment:
seoskillsai add kimi --config kimi_context_config.json 3
Execute Your First Autonomous Audit
Prompt Kimi 2M Context in natural language to analyze your website:
/seo:audit https://yourdomain.com --depth full MULTI-AGENT MATRIX
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