SEO Agent is an engine that provides Codex with real SEO data, standardized workflows, and website execution capabilities. Users don't need to learn professional SEO first; they just describe their website, market, and goals in everyday language, and Codex can use SEO Agent to research, identify issues, create content, and publish and monitor after user confirmation.

SEO data and workflows for Codex

Help Codex Complete SEOwith Real Data

What is SEO Agent? It connects Google search results, keyword, ranking, competitor, and GEO / AI search data. Once authorized, it can also use your GSC and GA4 data. Built-in Google SEO workflows and industry knowledge help site operators reduce tool switching and repetitive research, work more efficiently, and strengthen their SEO capability over time.

Real SEO data Organized workflows Approval before action

You do not need to open SEMrush, Ahrefs, and separate tools for every SEO task. SEO Agent supports the full SEO workflow, so beginners can operate an independent website with confidence.

Connect SEO Agent in 5 minutes See what it can do

SEO Agent

Start an SEO task with one request

I don't know SEO. Help me see what the website should do first this month.

SEO Agent is checking: search opportunities · page issues · real traffic

I'll first list the top 3 actions worth doing, explain why, which page to fix first, and estimated effort. You just need to make decisions. When changes or publishing are involved, I'll wait for your confirmation.

What SEO Agent can do

Four types of SEO work, from finding opportunities to measuring results

The page starts with business outcomes, not tool names. State the goal in Codex without memorizing API, MCP, SERP, or GEO terminology.

Research markets and growth opportunities

See what customers search for, which competitor pages attract traffic, and which keywords, topics, and markets deserve investment first.

KeywordsCompetitorsDemand

Diagnose website and page issues

Check whether search engines can find and understand the site, then identify problems in page structure, titles, links, content, speed, and technical settings.

Site auditOn-page SEOTechnical SEO

Create plans and execute improvements

Plan content, refresh old pages, draft articles, and prepare fixes from the research. After approval, Codex can edit pages or create WordPress drafts.

Content planningPage editsWordPress

Connect real data and keep improving

Use GSC, GA4, rankings, and AI-search visibility to measure outcomes, detect changes, and decide what to improve next.

GSCGA4Monitoring and GEO

How a real task gets completed

You set the goal. Codex and SEO Agent turn it into a measurable result.

You do not need to choose a technical tool first. Each stage shows its evidence, and any website change or publication waits for your approval.

1 · State the goal“Help my website attract more U.S. customers.”

Share the website, target market, and desired outcome.

2 · Gather evidenceResearch searches, competitors, pages, and real traffic.

Use data to decide which opportunities deserve attention first.

3 · Build the planSee which page to improve, what to create, and the expected effort.

Technical findings become a clear action list.

4 · Approve executionEdit pages, create drafts, publish, and monitor.

You stay in control of every important change.

Get started in three steps

Connect once, then describe every SEO goal in Codex

The How to Use page keeps the complete beginner setup for Codex, a model provider, and the SEO Agent MCP connection.

1Prepare Codex

Install Codex and CC Switch, then configure a working model provider.

2Connect SEO Agent

Create an account and API Key, then let Codex add the SEO Agent MCP server.

3Send the first request

Describe the website, target market, and desired result. Codex chooses the right SEO capabilities.

View the complete setup guide

Pricing and control

No monthly fee. Important actions require approval.

Your balance remains valid, and SEO data or workflow usage is charged based on actual use. Page edits and publishing pause until you review and approve the result.

Usage based Data calls and tasks are charged by actual usage. Approve first Editing and publishing wait for your confirmation. Long-lived balance No monthly fee and no fixed charge while idle.

View detailed pricing View usage instructions Built for small businesses, ecommerce teams, SaaS companies, SEO professionals, and agencies.

Help

You don't need to know SEO to have AI optimize your website.

In Codex, clearly describe your website, market, and goals, and SEO Agent will help you research, explain issues, and organize action checklists. For batch tasks, you can also connect scripts and internal systems via API / MCP.

Product Features

Core capabilities currently available in SEO Agent

01MCP Integration with AI ToolsConnect SEO Agent to MCP-compatible AI tools like Codex, letting AI call keyword, GEO, competitor, site audit, and authorized data capabilities on demand to complete data retrieval and analysis first drafts.Example query: In Codex, ask SEO Agent to analyze SEO opportunities for your real domain in the US English market.

02API Data IntegrationUse API Keys to call keyword research, competitor, ranking, GEO, site audit, GSC search performance, and GA4 traffic quality diagnostic interfaces, suitable for automation scripts, client reports, and internal systems.Example query: Create an API Key in your profile, then go to the API / MCP page to see REST and MCP integration examples.

03GEO / AI Search and Deep AuditQuery current mentions, high-frequency sources, historical trends, new/lost, multi-target share, and brand-category landscape across Google AI Overview and ChatGPT; also verify page copy, public crawler rules, llms.txt, and actual JSON-LD types on the page.Example query: View my website's AI visibility trend over the past 6 months and compare it with 3 competitors.

04Keywords and Market DemandQuery keyword search volume (monthly average), KD, CPC, trend, search intent, question words, commercial words, keyword grouping, and priority to help determine which keywords to target first and the page they should be consolidated into.Example query: Deep-dive analysis of keyword difficulty, search intent, and related keywords for 'running shoes' in the US English market.

05Competitor Strategy and Content GapOrganize top-ranking peers, competitor keywords, keyword gaps, content gaps, page types, and content gap filling routes to support page planning.Example query: Analyze competitor keyword strategies for 'custom hoodie manufacturer' in the US English market.

06Site Audit and Technical SEOCheck page status, title, description, H1, canonical, internal/external links, image alt, body content relevance, keyword coverage, duplicate content, and structured data.Example query: Run a site audit for https://your-real-domain.com, crawling 20 pages around custom hoodie manufacturer.

07GSC / GA4 Authorized Data DiagnosticsAfter connecting your own GSC and GA4, you can analyze real search performance, page opportunities, content decay, channel quality, landing page engagement, and key events.Example query: Using my connected GSC and GA4 data, identify the SEO pages that should be prioritized for optimization.

08Reports, Deliverables, and ExportsGenerate SEO/GEO consultant reports, Title, Meta, FAQ, Schema, llms.txt, page modules, action checklists, and CSV tables based on data; reports will prioritize Chinese structure, data evidence, credibility, and prioritization, avoiding unsupported numbers.Example query: Based on the data just mentioned, generate FAQ, Schema, and a page optimization checklist.

Usage Instructions

You can have Codex complete these tasks.

State the target clearly first

Enter your main site, landing pages, keywords, competitor domains, or brand name. The more complete the information, the closer the report will be to a deliverable solution.

Specify market scope

Indicate the target country, language, and search engine, e.g., US English Google, UK English Google, Bing, or the Chinese market.

Clarify business goals

Tell the Agent whether you care more about organic traffic, sales inquiries, landing page conversions, catching up with competitors, content topics, or technical fixes.

For batch tasks, use API / MCP

When you need to integrate Codex, internal systems, automation scripts, MCP clients, or batch data retrieval, go to the API / MCP page to view interfaces, MCP configuration, and request examples.

Website SEO Opportunity Analysis In-depth Keyword Research Keyword ranking lookup Competitor keyword strategy analysis Competitor Content Gap Analysis Backlink Risk Analysis Site-wide Technical SEO Audit Brand Buzz Analysis Competitor Tech Stack Analysis GEO Data Query AI Visibility Historical Trends AI Gains and Losses Monitoring Multi-Target AI Visibility Comparison AI Brand and Category Landscape GEO Execution Outputs

FAQ

Frequently Asked Questions (FAQ)

What is SEO Agent?+

SEO Agent is an engine that provides Codex with real SEO data, standard workflows, and website execution capabilities. As long as you clearly state your website, market, and business goals, Codex can use SEO Agent to look up data, identify issues, create content, and publish and continuously monitor after your confirmation.

What features does SEO Agent support?+

Supports natural language creation of SEO workflows, covering keyword research, SERP and ranking queries, competitor analysis, technical SEO, site architecture, page optimization, content generation, WordPress/CMS publishing, scheduled monitoring and notifications, GEO/AI search visibility, and diagnostics using authorized GSC/GA4 data.

How does billing work? Is there a monthly fee?+

SEO workflows are billed by stage, with keyword research, article generation, checks, publishing, and monitoring calculated separately. After recharging, charges are based on actual usage, with no monthly fee. You can view estimated costs before use, and stages that are not executed will not incur corresponding charges.

After connecting WordPress, can SEO Agent modify the website?+

It can modify post content that the authorized WordPress user has permission to manage, such as creating drafts and updating titles and body content. It will wait for user confirmation before publishing. SEO Agent currently does not modify themes, plugins, site settings, or server files; actual permissions are determined by the WordPress user account.

How do I integrate API or MCP?+

After logging in, create an API Key on the personal settings page, then go to the API / MCP page to review the REST APIs and MCP configuration instructions. Multiple interfaces are supported, including keywords, rankings, competitors, GEO, site audit, GSC search performance and advanced diagnostics, and GA4 traffic quality diagnostics. The API supports batch calls and cost estimation, and MCP can be directly connected to AI tools that support the MCP protocol, such as Codex.

How many pages can the site audit crawl?+

The site audit crawls 20 pages by default and supports up to 100 pages, with a maximum crawl depth of 5 levels. It can check technical SEO issues such as page status codes, title, meta description, H1-H6 headings, canonical, internal and external links, image alt text, content relevance, keyword coverage, duplicate content, noindex, structured data, and JS rendering.

What is GEO analysis? What can SEO Agent do?+

GEO (Generative Engine Optimization) focuses on the visibility of brands and content in AI search. SEO Agent uses the new LLM Mentions to query mentions, high-frequency sources, historical trends, new/lost, multi-target comparison, and brand-category landscape in Google AI Overview and ChatGPT, and can review page representation, public crawler rules, llms.txt, and structured data. The database sample does not query each model in real time one by one; llms.txt is also an optional experimental item and does not guarantee AI citations.

What is MCP? What is the difference between MCP and API?+

MCP (Model Context Protocol) is a protocol that allows AI tools to directly invoke external capabilities. With the API, you need to write code yourself to call and process data. After MCP is connected, AI tools that support MCP (such as Codex) can automatically understand your goals, proactively call SEO Agent's standardized data capabilities, and complete continuous workflows such as querying, organizing, and analyzing draft reports, without the need to manually switch tools or organize data.

Where does keyword data come from? How accurate is it?+

Keyword and ranking data comes from SEO Agent's standardized SEO data capabilities, covering major search engines and supporting multiple countries and languages globally. The data is updated frequently and includes rich dimensions such as search volume, competition, CPC, trends, and search intent, meeting the needs of professional SEO analysis.

How do I get started with SEO Agent?+

Get started in four steps: 1. Download Codex and CC Switch; 2. Configure a third-party relay service so Codex can chat normally; 3. Create an API Key in your profile and connect the SEO Agent MCP to Codex; 4. Use everyday language in Codex to describe your website, market, and goals.

What types of users is it suitable for?+

Suitable for SEO operations staff, standalone website sellers, and foreign trade companies. SEO operations staff can reduce repetitive work in checking data, organizing tables, and writing drafts; foreign trade business owners can reduce duplicate tools and outsourcing communication costs, and directly see evidence, actions, and progress.

Can I export data? What formats are supported?+

Supports exporting raw data tables in CSV format, and can also generate complete SEO consultant reports (Markdown format), including core findings, data evidence, impact analysis, priorities, and action lists. In addition, it can directly generate Title/Meta suggestions, FAQ content, Schema code, page module plans, llms.txt suggestions, and other ready-to-use deliverables.

How is it different from tools like Ahrefs, Semrush, etc.?+

Traditional SEO tools give you data and dashboards, and you need to analyze and organize the data yourself. SEO Agent is an AI-driven SEO consultant that not only provides data, but also helps you interpret data, discover opportunities, assess impact, prioritize, and generate executable plans and deliverables. It also supports MCP integration, allowing AI tools to directly call SEO capabilities and form automated workflows. The billing model is also more flexible, with pay-as-you-go pricing and no monthly fees.

Which countries and languages are supported for keyword queries?+

Supports the vast majority of countries and languages globally, including major markets such as the United States, the United Kingdom, Canada, Australia, Germany, France, Japan, South Korea, and China. When querying, you can specify country codes (e.g., us, gb, de, jp) and language codes (e.g., en, de, ja, zh) to obtain localized search data for the corresponding market.

How is the security of the API Key guaranteed?+

API Keys are stored encrypted, and the full key is only displayed once at creation time and cannot be viewed later. You can set different API permissions (scope), spending limits, and expiration dates for each key to reduce risk. Keys can be deactivated or deleted at any time. We recommend creating separate keys for different purposes and rotating them regularly.

Can I get a refund after recharging?+

In principle, recharged amounts are non-refundable, but if you encounter service failures or major usage issues, you can contact customer service for resolution. We recommend starting with a small recharge to try the service, and then recharging based on usage after confirming it meets your needs. Your balance is valid indefinitely and will not expire or be reset.

Account Management

Personal Settings

Manage your balance, API Keys, project profile, and account records.

Account Balance$0.00

Voucher

API / MCP Usage

Create and manage API Keys here. MCP and API share the same Key: AI tools such as Codex use it to call MCP, while Python, automation scripts, or internal systems use it to call the API.

0 Keys

Before creating The full Key is shown only once. It is recommended to create separate keys for each use case, for example one for Codex, client reports, Python scripts, or internal systems.

New Keys have every endpoint enabled by default. Create separate Keys for different uses to keep them organized.
SEO companies: It is recommended to create separate keys by client or delivery tool, making it easier to export records and troubleshoot.
Foreign trade enterprises: create separate keys for Codex and internal scripts, and set quotas or expiration dates.

My API Keys

Change Password

Recharge History

Recent Spending History

WhatsApp Support WhatsApp

For questions about recharges, charges, account, and usage, scan the QR code to contact customer service.

API / MCP Integration

Integrate SEO Agent with Codex, Scripts, and Internal Systems

API / MCP is for standalone website sellers, SEO agencies, and international businesses. You can use the same SEO Agent API Key to integrate MCP, API, GEO, keyword research, competitors, site audits, authorized GSC search performance, and authorized GA4 traffic quality data into Codex, client reports, databases, Python scripts, or internal automation workflows.

Choose an Integration Method First

MCP is suitable for letting AI tools directly handle continuous SEO tasks; API is suitable for your systems, scripts, or client reports to reliably pull standardized data. Both share the same SEO Agent API Key.

1 MCP: For AI Tools Suitable for AI tools like Codex. You set goals in natural language, and the AI calls SEO Agent tools based on the task.

2 API: For Systems and Scripts Suitable for Python, internal systems, client reports, and batch tasks, directly returning standardized data and the cost information for this request.

3 Batch Delivery for SEO Agencies Integrate multiple clients' keyword, GEO, competitor, GSC, and GA4 data into internal delivery workflows.

4 Standalone Websites and Foreign Trade Teams Build reusable workflows for keyword selection, auditing, and page optimization around your target market, product keywords, and competitors.

Capabilities

MCP integration: lets AI tools like Codex call SEO Agent according to your goals without manually remembering API endpoints.
API integration: plug standardized SEO data into scripts, internal systems, client reports, and automation workflows.
GEO current visibility: check current mentions, metrics, and top sources in Google AI Overview or ChatGPT.
GEO trend monitoring: view historical monthly trends, week/month/year changes, and gained or lost mentions.
GEO competitive landscape: compare 2 to 10 brands, domains, or topics side by side, and query top brands and brand categories.
GEO deep audit: check page citability, AI crawlers, llms.txt, Schema, brand platform recommendations, and optional PDF reports.
Keyword research: query search volume, competition, related keywords, deduplicated results, and priority.
Deep keyword research: complete with KD, CPC, trends, question keywords, commercial intent, page type, and keyword grouping.
Domain-specific keyword opportunities: based on the target domain's existing rankings, decide which keywords should optimize existing pages and which should get new pages.
Domain keywords: view the website's current organic ranking keywords and opportunities to improve.
Competitor analysis: get competitor keyword gaps, top-ranking peers, and competitor keyword strategies.
Ranking lookup: check the organic ranking of a specified domain for a specified keyword.
Site audit: use the built-in crawler to check pages, links, content, duplicate content, and technical issues.
GSC search performance: read clicks, impressions, CTR, and average position for authorized sites, and output keyword opportunities, page opportunities, period summaries, content decay, keyword cannibalization, and prioritized action plans.
GA4 traffic quality: read sessions, users, channels, landing pages, engagement rate, bounce rate, and key events for authorized properties, and output landing page opportunities, channel diagnostics, and prioritized action plans.
Cost estimation: use the estimate endpoint to estimate the maximum cost before running a query.

How to get started

Go to “API / MCP Usage” in “Profile” to create a key. Every endpoint is enabled by default; SEO agencies can create separate keys per client or tool, while foreign trade businesses can create separate keys for internal scripts and Codex to manage quotas and records.

Codex remote MCP integration

The new Codex can have the AI write the remote MCP configuration directly in the conversation, without needing to find the old MCP button or download a local startup script. Once configured, Codex will call SEO Agent capabilities as tasks require.

View Codex configuration steps

Send in the Codex conversation

After replacing the API Key, send it to Codex. It will append the configuration; the legacy MCP button is not needed.

Please append the SEO Agent remote MCP to ~/.codex/config.toml on your local machine, keep the existing config, and do not echo the API Key:

[mcp_servers.seoagent]
enabled = true
url = "https://www.seoagent.vip/mcp"

[mcp_servers.seoagent.http_headers]
Authorization = "Bearer YOUR_SEO_AGENT_API_KEY"

Supported MCP tools

seoagent_keyword_researchKeyword research.

seoagent_keyword_intelligenceIn-depth keyword research and grouping.

seoagent_domain_keyword_opportunitiesDomain-personalized keyword opportunities.

seoagent_domain_keywordsDomain ranking keywords.

seoagent_competitor_gapCompetitor keyword gaps.

seoagent_competitor_keyword_strategyCompetitor keyword strategies.

seoagent_serp_rank_queryKeyword ranking lookup.

seoagent_geo_visibilityGEO visibility.

seoagent_geo_visibility_historyAI visibility historical trend.

seoagent_geo_visibility_deltaAI visibility change.

seoagent_geo_visibility_new_lostAI new and lost mentions.

seoagent_geo_visibility_comparisonAI visibility comparison for up to 10 targets.

seoagent_geo_brand_landscapeAI top brands and brand-category landscape.

seoagent_geo_deep_auditGEO deep audit.

seoagent_site_auditSite audit.

seoagent_gsc_sitesGSC authorized sites.

seoagent_gsc_search_analyticsGSC search performance.

seoagent_gsc_keyword_opportunitiesGSC keyword opportunities.

seoagent_gsc_page_opportunitiesGSC page opportunities.

seoagent_gsc_performance_summaryGSC performance summary.

seoagent_gsc_content_decayGSC content decay.

seoagent_gsc_cannibalizationGSC keyword cannibalization.

seoagent_gsc_action_planGSC prioritized action plan.

seoagent_ga4_propertiesGA4 authorized property.

seoagent_ga4_reportGA4 report data.

seoagent_ga4_traffic_summaryGA4 traffic summary.

seoagent_ga4_landing_page_opportunitiesGA4 landing page opportunities.

seoagent_ga4_channel_insightsGA4 channel quality diagnosis.

seoagent_ga4_action_planGA4 priority action plan.

seoagent_estimateEstimate before actual query.

MCP calls still use the same SEO Agent API Key, complying with the key's interface permissions, quota, validity, and account balance rules. If not passed location、language then the MCP tool defaults to United States / English query.

Available APIs

High-frequency SEO data capabilities are opened first, with further expansion possible based on customer usage.

API	Purpose	Required parameters	Suitable scenario
`POST /api/dev/keyword-research`	Keyword Research	`keyword` or `keywords`	Query seed keyword search volume, competition, related words, and priority; batch keywords are deduplicated first.
`POST /api/dev/keyword-intelligence`	In-depth Keyword Research	`keyword`	Fill in KD, CPC, trends, search intent, question keywords, and commercial value, and return keyword groups and suggested page types.
`POST /api/dev/domain-keyword-opportunities`	Domain-specific keyword opportunities	`domain` + `keyword`	Combining the target domain's existing organic rankings and seed keyword expansion data, output opportunity score, current ranking, matching pages, difficulty fit, and page action suggestions.
`POST /api/dev/estimate`	Cost Estimation	`endpoint` + `params`	Estimate the maximum cost before the actual query; no query is executed and no fee is charged.
`POST /api/dev/domain-keywords`	Domain Keywords	`domain`	View the website's current organic ranking keywords.
`POST /api/dev/competitor-gap`	Competitor gap	`domains` or `domain` + `competitor`	Find keyword opportunities where competitors have rankings but you are missing.
`POST /api/dev/competitor-keyword-strategy`	Competitor Keyword Strategy	`keyword`	Enter a seed keyword to return top-ranking peers, competitor keywords, keyword type, search intent, page type, and strategic judgment.
`POST /api/dev/serp-rank-query`	Ranking Query	`keyword` + `domain`	Query the target website's ranking for the specified keyword.
`POST /api/dev/geo-visibility`	GEO Visibility	`topic`、`keyword` or `domain`	Query Google AI Overview or ChatGPT current mentions, target metrics, high-frequency source domains, and pages by brand, domain, or topic.
`POST /api/dev/geo-visibility-history`	AI Visibility Historical Trends	`topic`、`keyword` or `domain`	View historical monthly mentions and AI search volume, with support for specified platforms and date ranges.
`POST /api/dev/geo-visibility-delta`	AI visibility delta	Analysis object + optional date and `groupRange`	View the magnitude of changes in mentions and AI search volume by week, month, or year.
`POST /api/dev/geo-visibility-new-lost`	New and lost mentions	Analysis object + optional date and `groupRange`	Separately monitor AI mentions gained and lost during the period.
`POST /api/dev/geo-visibility-comparison`	Multi-target visibility comparison	`targets`(2 to 10)	Unify market, language, and platform to calculate the relative visibility share of multiple objects.
`POST /api/dev/geo-brand-landscape`	Brand and category landscape	`topic`、`keyword` or `domain`	Query high-frequency brands and brand categories in AI answers; Lite mode supported.
`POST /api/dev/geo-deep-audit`	GEO Deep Audit	`url` or `domain`	Generate page representation review clues; check public AI crawler rules, llms.txt, and the page's actual JSON-LD types. Internal scoring is only for prioritizing reviews; an optional PDF report can be returned.
`POST /api/dev/site-audit`	On-site audit	`url` or `domain`	Use SEO Agent's built-in crawler to check page status, title, description, H1, canonical, internal and external links, image alt, content relevance, keyword coverage, duplicate content clustering, response speed, noindex, and structured data; optionally enable JS rendering.
`POST /api/dev/gsc-sites`	GSC authorized sites	None	Query the list of GSC sites connected to the account associated with the current API Key; before use, connect GSC on the profile page first.
`POST /api/dev/gsc-search-analytics`	GSC Search Performance	Optional `siteUrl`、`startDate`、`endDate`	Read queries, pages, clicks, impressions, CTR, and average ranking for the authorized site; if not passed `siteUrl` use the default site selected on the profile page.
`POST /api/dev/gsc-keyword-opportunities`	GSC keyword opportunities	Optional `siteUrl`、`minImpressions`	Identify Quick Win keyword opportunities, such as high impressions with low clicks and rankings 8-20, based on real GSC search performance.
`POST /api/dev/gsc-page-opportunities`	GSC page opportunities	Optional `siteUrl`、`startDate`、`endDate`	Aggregate GSC query performance per page to output page opportunities requiring title, content coverage, and internal link optimization.
`POST /api/dev/gsc-performance-summary`	GSC performance summary	Optional `siteUrl`、`startDate`、`endDate`	Compare the current period with the previous equal-length period, and output changes in clicks, impressions, CTR, average ranking, as well as sources of growth and decline.
`POST /api/dev/gsc-content-decay`	GSC content decline	Optional `minPreviousClicks`、`dropRateThreshold`	Identify pages and queries with significant declines in clicks or rankings, for content refresh, indexation checks, and title review.
`POST /api/dev/gsc-cannibalization`	GSC keyword cannibalization	Optional `minQueryImpressions`、`minCompetingPages`	Detect situations where the same query is served by multiple pages, helping to determine primary page, merging, canonical, or content differentiation strategies.
`POST /api/dev/gsc-action-plan`	GSC priority action plan	Optional `siteUrl`、`limit`	Synthesize keyword opportunities, page opportunities, content decay, and keyword cannibalization, and output a P0/P1/P2 execution checklist and review metrics.
`POST /api/dev/ga4-properties`	GA4 authorized property	None	Query the list of GA4 properties connected to the account corresponding to the current API Key; before using, you need to connect GA4 on the profile page first.
`POST /api/dev/ga4-report`	GA4 report data	Optional `propertyId`、`dimensions`、`metrics`	Read standard report data from authorized properties, which can be broken down by landing page, channel, country, device, and date.
`POST /api/dev/ga4-traffic-summary`	GA4 traffic summary	Optional `propertyId`、`startDate`、`endDate`	Summarize sessions, users, views, key events, channels, devices, and country performance to assess traffic quality.
`POST /api/dev/ga4-landing-page-opportunities`	GA4 landing page opportunities	Optional `minSessions`、`rowLimit`、`limit`	Identify landing pages that have visits but poor engagement, high bounce rates, or insufficient key events, and output page optimization priorities.
`POST /api/dev/ga4-channel-insights`	GA4 channel quality diagnosis	Optional `minSessions`、`limit`	Break down sessions, engagement, bounces, and key events by channel to determine which sources need to be re-evaluated for landing experience quality.
`POST /api/dev/ga4-action-plan`	GA4 priority action plan	Optional `propertyId`、`minSessions`、`limit`	Combine GA4 traffic summary, landing page opportunities, and channel diagnostics, and output a P0/P1/P2 execution checklist and review metrics.
`POST /api/dev/site-audit-async`	Site Audit (Async)	`url` or `domain`, optional `callbackUrl`	Asynchronously submit a site audit task and immediately return the task ID. Supports via `callbackUrl` Receive completion notification, or via `GET /api/dev/site-audit-async/{taskId}` Query task status and results.
`GET /api/dev/site-audit-async/{taskId}`	Query async task status	Path parameters: `taskId`	Query the current status (pending / processing / completed / failed) and result data of the async audit task.
`POST /api/dev/balance`	Account Balance	None	Query the account balance, available credit, and plan information associated with the current API Key.
`POST /api/dev/usage-records`	Consumption record details	None	Query the historical usage records of API calls, including endpoint type, call time, charged amount, and call status.

Common optional parameters: location、language、limit、dryRun. For batch keywords, you can pass keywords, for similar word selection you can pass dedupeMode: "all" or dedupeMode: "smart"; for domain-specific keyword opportunities, you can pass domainKeywordLimit Controls the domain ranking keyword sample used for matching. For competitor keyword strategy, you can pass competitorLimit and keywordsPerCompetitor, with standard edition limits of 5 and 10 respectively; for site audit, you can pass limit、maxDepth、targetKeywords、duplicateSimilarityThreshold、renderJavascript、renderWaitMs、respectRobots and includeSubdomains, no country or language parameters needed. The GSC API uses authorized sites and date ranges; you can pass siteUrl、startDate、endDate、dimensions、rowLimit、searchType; for deep diagnosis, you can pass minPreviousClicks、dropRateThreshold、minQueryImpressions and minCompetingPages. The GA4 API uses authorized properties; you can pass propertyId、startDate、endDate、dimensions、metrics、rowLimit and minSessions.

Default market reminder: if the request does not pass location and language, API/MCP defaults to United States / English query; when querying other countries or languages, please pass it explicitly.

Competitor keyword strategy analysis output content

This API returns up to 5 competitors and 10 high-search-volume keywords per competitor, organizing the keyword strategies of top-ranking peers into a standardized structure for further analysis.

Return fields	Content	Purpose
`competitorCount` / `keywordCount`	Actual number of competitors and total keywords returned.	Used to determine the sample size of this data; when below the limit, the actual count is shown.
`competitors`	List of top-ranking competitor websites, including rank, domain, page title, and URL.	Used to identify which competitors dominate the top Google results for the current keyword.
`keywords`	Competitor keyword details, including competitor domain, keyword, keyword rank, search volume, estimated traffic, ranking URL, keyword type, search intent, suggested page type, and opportunity assessment.	Used to analyze which keywords and page types competitors use to drive traffic, and to plan your own pages.
`strategySummary`	SEO Agent's summary of keyword structure and business opportunities.	Used to quickly determine whether to prioritize category pages, product pages, scenario pages, tutorial pages, review pages, or comparison pages.

In the field, competitorLimit and keywordsPerCompetitor it is the query limit, not a guarantee of full return. The returned results are organized into SEO Agent's unified fields, making it easy for Codex, Python, or internal systems to continue processing.

Quick integration

Follow these 4 steps to integrate: get your Key first, then decide whether to use MCP or API, estimate costs before querying, and finally read the standardized fields.

1 Create an API Key Go to your profile page to create a Key. MCP and API share the same Key, and permissions and quotas are also shared.

2 Choose an access method Prioritize MCP for AI tools; prioritize API for scripts, reports, and internal systems.

3 Estimate costs first Before batch queries or new process launches, call estimate to check expected charges and cache status.

4 Read standard fields From data read results, from billing read billing and cache status.

Minimal request example

All endpoints use POST requests and include your own API Key in the Header.

curl -X POST https://www.seoagent.vip/api/dev/domain-keyword-opportunities \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "domain": "example.com",
    "keyword": "custom hoodie manufacturer",
    "location": "United States",
    "language": "English",
    "limit": 10
  }'

Focus on these items in the response

queryThe actual query parameters for this request, for easy recording and review.

dataStandardized results, e.g., competitors, keywords, pages.

billingCharge for this request, estimated cost, and cache hit status.

apiVersionCurrent API response version.

{
    "scope": "domain-keyword-opportunities",
    "query": { "domain": "example.com", "keyword": "custom hoodie manufacturer" },
    "data": {
      "keywords": [
        { "keyword": "custom hoodie manufacturer", "priority": "P0", "recommendation": "Optimize existing page" }
      ],
      "groups": []
    },
  "billing": {
    "amountCents": 386,
    "cached": false
  }
}

Cache mechanism and cost-saving strategies

Requests with identical parameters automatically hit the cache. Repeated calls during the cache period are charged according to cache reuse rules. Making good use of the cache can significantly reduce batch query costs.

Cache rules

Cache validity periodDefault 7 days (604,800 seconds), counted from the first successful call.

Cache key compositionAPI identifier + request parameters (serialized after sorting object keys).

Parameters excluded from cachingkeywordDeduplication Deduplication mode does not affect cache hits.

Cacheable endpointsAll cacheable SEO data endpoints (keyword-research, keyword-intelligence, domain-keyword-opportunities, domain-keywords, competitor-gap, competitor-keyword-strategy, serp-rank-query, geo-visibility, geo-deep-audit, site-audit).

Cache hit chargesBilled according to cache reuse rules. In the response billing.cached is true, the specific amount is based on billing.amountCents as the standard.

Cache fields in the response

Each endpoint response's billing fields contain cache status, which can be used to determine whether it is a cache hit and the remaining validity period.

{
  "billing": {
    "cached": true,
    "amountCents": 18,
    "cacheExpiresAt": "2026-07-11T10:30:00.000Z",
    "cacheTtlSeconds": 518400
  }
}

cachedWhether the cache is hit.

cacheExpiresAtCache expiration time (ISO 8601 format).

cacheTtlSecondsThe current remaining valid seconds of the cache (when hit), or the default cache validity period (when not hit).

Money-saving strategy: use estimate first, then batch queries

Before batch queries, first use /api/dev/estimate to check whether each request is already in the cache, and only make formal calls for requests that are not cache hits.

// Step 1: Batch estimate, filter out uncached requests
POST /api/dev/estimate
{ "endpoint": "keyword-research", "params": { "keyword": "seo tools" } }

// If cacheHit = false, then make the formal call
POST /api/dev/keyword-research
{ "keyword": "seo tools" }

Cache fields in the estimate response

{
  "cacheHit": false,
  "cacheTtlSeconds": 604800,
  "estimatedMaxAmountCents": 120
}

cacheHitWhether this parameter combination is already in the cache.

cacheExpiresAtIf cached, returns the cache expiration time.

cacheRemainingSecondsIf cached, returns the remaining valid seconds.

estimatedMaxAmountCentsEstimate the maximum fee; the actual charge is subject to the billing returned by the formal call.

Note: Repeating audits or queries for the same URL/keyword within the cache period will be billed according to the cache reuse rules, which is usually cheaper than re-querying. It is recommended to use estimate to fully check cache hit status before starting batch tasks, and plan the call order to maximize the cache window.

Queries for multiple countries/markets

Each API request corresponds to only one country and one language; if you need to query multiple countries, split them into multiple requests by country and language.

Correct approach: make separate requests for each market.

POST /api/dev/competitor-keyword-strategy
{
  "keyword": "custom hoodie manufacturer",
  "location": "United States",
  "language": "English"
}

POST /api/dev/competitor-keyword-strategy
{
  "keyword": "custom hoodie manufacturer",
  "location": "Canada",
  "language": "English"
}

POST /api/dev/competitor-keyword-strategy
{
  "keyword": "custom hoodie manufacturer",
  "location": "Australia",
  "language": "English"
}

Python batch request example

import requests

api_key = "YOUR_API_KEY"
url = "https://www.seoagent.vip/api/dev/competitor-keyword-strategy"

markets = [
    {"location": "United States", "language": "English"},
    {"location": "Canada", "language": "English"},
    {"location": "Australia", "language": "English"},
]

for market in markets:
    payload = {
        "keyword": "custom hoodie manufacturer",
        **market
    }
    response = requests.post(
        url,
        headers={"Authorization": f"Bearer {api_key}"},
        json=payload
    )
    print(market["location"], response.json())

Do not put multiple countries in the same location field, for example United States, Canada, Australia. Multiple countries will be billed as separate API queries; if the same country, language, and keyword hit the cache, the corresponding request is billed according to system rules.

Cost estimation and keyword deduplication

External tools can estimate the cost first before deciding whether to run the actual query; batch keywords automatically handle exact duplicates, while similar keywords can be selected by the customer.

Cost estimation example

curl -X POST https://www.seoagent.vip/api/dev/estimate -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"endpoint":"keyword-research","params":{"keywords":["Wooden Puzzle","wooden puzzle","wooden puzzles"],"location":"United States","language":"English","limit":10}}'

Estimated response

{
  "endpoint": "keyword-research",
  "cacheHit": false,
  "estimatedMaxAmountCents": 80,
  "estimatedMaxAmountYuan": "0.80",
  "billableRequestCount": 2,
  "keywordDeduplication": {
    "exactDuplicateCount": 1,
    "choices": [
      { "id": "all", "label": "Query all" },
      { "id": "smart", "label": "Smart deduplication" }
    ]
  },
  "note": "This is the estimated maximum cost; the actual cost may be lower due to cache hits."
}

The integrator can keywordDeduplication.choices render them as two buttons; to select "Query all", pass dedupeMode: "all", to select "Smart deduplication", pass dedupeMode: "smart".

Usage rules and common errors

Permission error scope_not_allowed Indicates that the current Key does not have access to this API endpoint.

Quota error api_key_spend_limit_exceeded Indicates that the remaining quota for this Key is insufficient.

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Competitor keyword strategy analysis output content

Quick integration

Minimal request example

Focus on these items in the response

Cache mechanism and cost-saving strategies

Cache rules

Cache fields in the response

Money-saving strategy: use estimate first, then batch queries

Cache fields in the estimate response

Queries for multiple countries/markets

Correct approach: make separate requests for each market.

Python batch request example

Cost estimation and keyword deduplication

Cost estimation example

Estimated response

Usage rules and common errors