EntityMap: Hawk Academy

A structured, entity-first index of what this site knows, published for AI agents, LLMs, and RAG pipelines under the EntityMap v1.0 specification.

Publisher: Hawk Academy (https://hawkacademy.co) · Generated: 2026-07-20T00:00:00Z · Verification: generator-draft · Machine-readable: entitymap.json

Claude SEO skill Concept

Also known as: Claude SEO skills

A pre-built system prompt, packaged as an .md file, that turns Claude into a specialist for one specific SEO task. Hawk Academy publishes 25 free installable Claude SEO skills covering audits, content analysis, and AI search.

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Evidence

"A Claude SEO skill is a pre-built system prompt, packaged as an .md file, that turns Claude into a specialist for one specific SEO task. Install the .md file in your Claude skills folder, restart Claude Desktop, and the next time you ask Claude to (for example) audit a local service business, Claude follows the skill's instructions step by step." What Are Claude SEO Skills? - published by Hawk Academy
"47 free Claude SEO skills that audit your site, find content gaps, and generate action plans. Each Claude SEO skill is a .md file you install in Claude Code, Claude Desktop, or any LLM, then run on your own website." Claude SEO Skills for Claude Code: 44 Free Audit Tools - published by Hawk Academy

Hawk Academy Organization

A free SEO education platform by StudioHawk that publishes installable Claude SEO skills, AI SEO prompts, free SEO tools, and in-depth SEO guides.

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Evidence

"Level up and empower your team with practical, proven SEO and AI search skills taught by the world's most awarded SEO team. There are no hidden costs - Hawk Academy is free for everyone, forever." Hawk Academy - Free SEO Training from the World's Best SEO Agency - published by Hawk Academy

StudioHawk Organization

Australia's largest dedicated SEO agency, operating in Melbourne, Sydney, London, and the US. StudioHawk created and runs Hawk Academy.

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Evidence

"Since 2015, StudioHawk has helped businesses of all sizes navigate the ever-changing world of SEO. Today, we partner with global brands like Nike, New Balance, Fujifilm, Officeworks, Kao, Weber, and many more to grow their organic visibility." About Hawk Academy - published by Hawk Academy

Harry Sanders Person

Founder of StudioHawk and Hawk Academy. Forbes 30 Under 30, AWIA board member, and course instructor on the Hawk Academy curriculum.

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Evidence

"Harry Sanders, Founder of StudioHawk, Australia's largest dedicated SEO agency, and Hawk Academy. The same senior team that runs SEO for Officeworks, Nike, New Balance, Fujifilm, and 500 other clients is the team behind the Hawk Academy curriculum." Harry Sanders | Founder of StudioHawk + Hawk Academy - published by Hawk Academy

Lawrence Hitches Person

AI SEO consultant and Chief of Staff at StudioHawk. Hawk Academy course instructor and author of several Claude SEO skills.

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Evidence

"Lawrence Hitches. AI SEO consultant based in Melbourne. Chief of Staff at StudioHawk. From Junior SEO with no experience in 2018 to leading the team that built Australia's most awarded SEO agency. Young Search Professional of the Year." Lawrence Hitches | Chief of Staff, StudioHawk + Hawk Academy Instructor - published by Hawk Academy

Technical SEO Audit Skill SoftwareProduct

A free Claude SEO skill that analyses crawl data and finds redirect chains, duplicate titles, indexing issues, and orphan pages, returning a prioritised fix list.

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Evidence

"A free AI skill for Claude that analyses your crawl data and finds redirect chains, duplicate titles, indexing issues, and orphan pages. Upload a Screaming Frog export and get a prioritised list of fixes." Free Technical SEO Audit Skill - published by Hawk Academy

Screaming Frog Analyser SoftwareProduct

A free Claude SEO skill that pairs with Screaming Frog v24's MCP server: Claude drives the crawl, then turns the data into a prioritised technical SEO fix plan weighted by link equity.

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Evidence

"This Claude SEO skill pairs with Screaming Frog v24's new MCP server: connect it and Claude drives the crawl directly, then turns the data into a prioritised fix plan. Every broken page, redirect chain, and indexability conflict is weighted by the link equity it touches." Free Screaming Frog Analyser Skill - published by Hawk Academy

AI Citation Monitor SoftwareProduct

A free Claude SEO skill that tracks whether ChatGPT, Claude, Perplexity, and Gemini cite a brand for its target queries, and recommends the per-query action to win citations.

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Evidence

"Track whether ChatGPT, Claude, Perplexity, and Gemini cite your brand for your target queries. The skill generates the prompt batch, you run it in each LLM, paste responses back, and it gives you the per-query action that would shift you from 'not cited' to 'cited'." Free AI Citation Monitor Skill - published by Hawk Academy

Winner or Loser SoftwareProduct

A free Claude SEO skill that classifies pages as Google core update winners or losers from a Search Console comparison export, then diagnoses each loser with an intent-destination fit test.

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Evidence

"This Claude SEO skill takes your Search Console data from before and after a Google core update, classifies every page as a winner or loser, then diagnoses each loser with the question that actually explains the May 2026 update: is this page still the best destination for its query's intent, market, and expected result format?" Free Winner or Loser Skill: Core Update Analysis - published by Hawk Academy

AI SEO prompt Concept

Also known as: AI SEO prompts

A pre-built system prompt pasted directly into Claude, ChatGPT, or Gemini to solve one specific SEO problem, with no installation required. Distinct from installable Claude SEO skills.

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Evidence

"A pre-built system prompt that turns any AI into an SEO specialist. Each prompt below solves one specific problem: scoring your site against the things Google rewards in 2026, finding the unique knowledge gaps in your content, or rewriting your title tags to win more clicks from the same rankings." AI SEO Prompts - published by Hawk Academy

3 Ranking Laws Cheat Sheet SoftwareProduct

Also known as: 3 Ranking Laws Auditor

A free cheat sheet and installable Claude SEO skill distilling Google's patents and the May 2024 API leak into 3 ranking laws and 4 audit prompts covering NavBoost, siteFocusScore, Information Gain, and the site-wide quality modifier.

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Evidence

"Read every Google patent and the 2024 API leak. Distilled into 3 laws and 4 prompts you can run tonight. Law 1: How Google Measures People. Law 2: How Google Measures Your Content. Law 3: How Google Measures Your Site." Google's 3 Ranking Laws Cheat Sheet - published by Hawk Academy

2026 Digital PR Calendar Service

A free make-a-copy Google Sheet mapping every seasonal digital PR link-building moment of 2026 to its pitch window, data-led angle, and target outlet types.

Evidence

"A free calendar of every seasonal link moment in 2026. For each one: when to pitch, the data-led angle journalists actually cover, and the outlet types to send it to." The 2026 Digital PR Calendar - published by Hawk Academy

Cannibalization Detector SoftwareProduct

A free Claude SEO skill that finds true keyword cannibalisation in Google Search Console data, separates it from harmless overlap, picks the keeper page, and recommends a single fix per query.

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Evidence

"This Claude SEO skill finds keyword cannibalisation in your Search Console data: the queries where two or more of your own pages compete, split the clicks, and stop any of them winning cleanly." Free Cannibalization Detector Skill - published by Hawk Academy

AI Crawler Access Checker SoftwareProduct

A free browser tool that reads a site's robots.txt and reports whether 16 AI crawlers and assistants, including GPTBot, ClaudeBot, PerplexityBot, Googlebot and Bingbot, are allowed to crawl it.

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Evidence

"If AI cannot crawl you, AI cannot cite you. Paste your domain and see in one click whether the crawlers behind ChatGPT, Claude, Perplexity, Gemini and more can actually reach your site, or whether your robots.txt is quietly shutting them out." AI Crawler Access Checker - published by Hawk Academy

Clarity AI Bot Auditor SoftwareProduct

A free Claude SEO skill that turns Microsoft Clarity AI Bot Activity data into a ranked audit, diagnosing each AI bot and giving one decisive fix per bot to restore AI search visibility.

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Evidence

"This Claude SEO skill turns your Microsoft Clarity AI Bot Activity data into a ranked audit. It diagnoses every AI bot as healthy, blocked, throttled, over-scraping, or violating your rules, then gives you one decisive fix per bot." Free Clarity AI Bot Auditor Skill - published by Hawk Academy

Microsoft Clarity for AI search Concept

A Hawk Academy guide to installing Microsoft Clarity and using its free AI Bot Activity dashboard to see which AI bots crawl a website.

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Evidence

"Install Microsoft Clarity in 5 minutes and use the free AI Bot Activity dashboard to see exactly which AI bots crawl your site. If AI bots cannot reach your pages, AI assistants cannot cite you." How to Set Up Microsoft Clarity for AI Search - published by Hawk Academy

Citation Share Auditor SoftwareProduct

A free Claude SEO skill that turns Bing Webmaster Tools AI Performance data into a ranked plan, reading Citation Share by grounding query, topic and intent and giving one move per opportunity to grow AI citations.

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Evidence

"This Claude SEO skill turns your Bing Webmaster Tools AI Performance data into a ranked plan. It reads your Citation Share by grounding query, topic, and intent, and gives you the single highest-leverage move to grow your share of AI citations." Free Citation Share Auditor Skill - published by Hawk Academy

Citation Share Concept

A Bing Webmaster Tools AI Performance metric: the percentage of all citations shown for a grounding query that are attributed to your site in AI-generated answers. Observational, not a competitor scoreboard.

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Evidence

"Bing Webmaster Tools now shows your Citation Share, the percentage of all citations for a given query that go to your site in AI answers. It is free, observational, and not a competitor scoreboard." Bing Citation Share - published by Hawk Academy

Information gain (SEO) Concept

Also known as: information gain seo

The new knowledge a page adds beyond what is already indexed for a query. Adapted from information theory, measured by Google's Information Gain patent and the leaked originalContentScore field.

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Evidence

"Information gain is the new knowledge your content adds beyond what Google already indexes for a query. It is the single thing that separates content that ranks from content AI can write in seconds." Information Gain SEO - published by Hawk Academy

Information Gain Finder SoftwareProduct

A free Claude SEO skill that scores a page for information gain, flags the consensus it restates, and gives the specific original additions that lift it above commodity content.

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Evidence

"This Claude SEO skill scores your content for information gain: the gap between what Google already knows about a topic and what genuinely new knowledge your page adds, then gives you the specific additions that lift it." Free Information Gain Finder Skill - published by Hawk Academy

Free SEO Templates CreativeWork

A library of free, ungated SEO templates from Hawk Academy: SEO audit checklist, content brief, monthly SEO report, technical SEO checklist, and more. One-click Google Sheets copies, no email required.

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Evidence

"Free SEO templates you can copy in one click with no email wall: an SEO audit checklist, content brief, monthly SEO report, and technical SEO checklist. The real templates a 120-person agency runs, several pairing with a free Claude skill that runs the template for you." Free SEO Templates - published by Hawk Academy

The Official SEO Guidelines Cheatsheet Article

A canonical reference mapping every official SEO documentation source: Google Search Central, Google Business Profile, Bing Webmaster Guidelines and AI Visibility Insights, Schema.org, the robots.txt standard, AI-crawler directives, and IndexNow, each with direct links to the primary docs.

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Evidence

"The official SEO guidelines live across six primary sources: Google Search Central, Google Business Profile help, the Bing Webmaster Guidelines, Schema.org, the robots.txt standard, and IndexNow. This cheatsheet maps every one, what it governs, the rules that catch people out, and links to the canonical doc." The Official SEO Guidelines Cheatsheet - published by Hawk Academy

Search Market Fit SoftwareApplication

A free interactive tool that checks whether there is real search demand for a business before investing in SEO. A plain three-question diagnostic returning a clear verdict and a next step.

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Evidence

"Search Market Fit is a free Hawk Academy tool that answers one question before you invest in SEO: is there real search demand for what you offer? A plain three-question check returns a clear yes, no, or maybe verdict and a concrete next step." Search Market Fit - published by Hawk Academy

Agentic Product Page Auditor SoftwareProduct

A free Claude SEO skill that audits whether an AI shopping agent can read and buy from a product page, scores the product graph across six layers, and gives one template-level fix per problem, ranked by what blocks a sale first.

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Evidence

"This Claude SEO skill audits whether an AI shopping agent can read and buy from your product page, scoring every layer of the product graph and giving one decisive fix per problem, mapped to your product template so it fixes every product at once." Free Agentic Product Page Auditor Skill - published by Hawk Academy

Entity SEO Auditor SoftwareProduct

A free Claude SEO skill that audits whether Google's Knowledge Graph and AI search recognise a brand as an entity, scoring its entity home, schema, sameAs, knowledge-graph presence, cross-web consistency, and corroboration, then giving one fix per layer.

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Evidence

"This Claude SEO skill audits whether Google's Knowledge Graph and AI search engines recognise your brand as an entity: a named thing they can identify, disambiguate, and trust. It scores your entity home, schema, knowledge-graph presence, cross-web consistency, and corroboration." Free Entity SEO Auditor Skill - published by Hawk Academy

Search Intent Mapper SoftwareProduct

A free Claude SEO skill. Map every keyword to its search intent and the content type it needs. Classifies queries, builds one-cluster-one-page groups, and flags every page whose type fights its query, the fastest ranking fixes on your list.

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Evidence

"Map every keyword to its search intent and the content type it needs. Classifies queries, builds one-cluster-one-page groups, and flags every page whose type fights its query, the fastest ranking fixes on your list." Free Search Intent Mapper Skill - published by Hawk Academy

Content Decay Detector SoftwareProduct

A free Claude SEO skill. Find the pages quietly losing traffic in your GSC data, get the diagnosis (freshness, displacement, intent shift, demand) and the one right treatment per page: refresh, rewrite, consolidate, or leave.

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Evidence

"Find the pages quietly losing traffic in your GSC data, get the diagnosis (freshness, displacement, intent shift, demand) and the one right treatment per page: refresh, rewrite, consolidate, or leave." Free Content Decay Detector Skill - published by Hawk Academy

Decision Content Builder SoftwareProduct

A free Claude SEO skill. Build honest decision-stage content: comparison pages, buyer guides and best-for-X pages with real criteria and admitted trade-offs. The pages AI engines cite at the moment of choosing.

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Evidence

"Build honest decision-stage content: comparison pages, buyer guides and best-for-X pages with real criteria and admitted trade-offs. The pages AI engines cite at the moment of choosing." Free Decision Content Builder Skill - published by Hawk Academy

Author Authority Builder SoftwareProduct

A free Claude SEO skill. Turn your authors from byline strings into entities: author page structure, Person schema with sameAs, byline fixes, cross-web consistency and three lengths of credible bio. The E-E-A-T person layer.

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Evidence

"Turn your authors from byline strings into entities: author page structure, Person schema with sameAs, byline fixes, cross-web consistency and three lengths of credible bio. The E-E-A-T person layer." Free Author Authority Builder Skill - published by Hawk Academy

Helpful Content Audit SoftwareProduct

A free Claude SEO skill that grades a page against the 32 self-assessment questions in Google's helpful, reliable, people-first content guidance, with evidence per verdict, YMYL-aware weighting, a letter grade, and prioritised fixes.

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Evidence

"This Claude SEO skill grades any page against Google's own helpful-content self-assessment: the 32 questions from Google's creating helpful, reliable, people-first content guidance, with a verdict and evidence per question and a letter grade." Free Helpful Content Audit Skill - published by Hawk Academy

Information Gain Stats Researcher SoftwareProduct

A free Claude SEO skill that researches underused statistics for a topic from primary sources (PDFs, academic journals, government data, slide decks), returning each verified statistic with its year, original source and link, ready for attribution.

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Evidence

"This Claude SEO skill researches underused statistics for your topic: numbers hiding in PDFs, academic journals, government data and slide decks that competitors never cite. Every statistic returns verified with its year, original source and working link." Free Information Gain Stats Researcher Skill - published by Hawk Academy

Brand Consistency Audit SoftwareProduct

A free AI SEO prompt that audits every page and profile mentioning a brand against its homepage, grading each source aligned, drifted, contradicting or stale, with quoted evidence and ready-to-paste fixes.

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Evidence

"This free AI prompt audits every page and profile that mentions your brand against what your homepage says, and flags every place the story disagrees. AI defaults to whatever version of your story it sees most." Brand Consistency Audit Prompt - published by Hawk Academy

Listicle Builder SoftwareProduct

A free Claude SEO skill that builds list articles designed to be cited: format-fit check, ruthless item selection, liftable micro-summary first lines, evidence per item, FAQ and ItemList schema guidance, with an anti-farm guard.

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Evidence

"A free Claude SEO skill that builds list articles designed to be cited: format-fit check, ruthless item selection, liftable micro-summary first lines, evidence per item, FAQ and ItemList schema guidance, with an anti-farm guard." Free Listicle Builder Skill - published by Hawk Academy

Review Sentiment Optimizer SoftwareProduct

A free Claude SEO skill that turns customer reviews into an optimisation plan: sentiment map, the brand description AI likely learned from the reviews, response priorities, pull-quote bank, customer-language keywords, and acquisition workflow gaps.

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Evidence

"A free Claude SEO skill that turns customer reviews into an optimisation plan: sentiment map, the brand description AI likely learned from the reviews, response priorities, pull-quote bank, customer-language keywords, and acquisition workflow gaps." Free Review Sentiment Optimizer Skill - published by Hawk Academy

Merchant Center Optimizer SoftwareProduct

A free Claude SEO skill that optimises a Google Merchant Center feed: disapproval triage, query-matching title rewrites, attribute completeness, feed-to-landing-page consistency, and free listings, ranked by revenue impact.

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Evidence

"This Claude SEO skill optimises your Google Merchant Center presence: disapproval triage first, product titles rewritten for query matching, the attribute layer completed, feed-to-page consistency checked, and the free layers covered." Free Google Merchant Center Optimizer Skill - published by Hawk Academy

Product Page Optimizer SoftwareProduct

A free Claude SEO skill that audits and rewrites a product page for search rankings and AI shopping recommendations: eight-point evaluation, constraint-question coverage, rebuilt description, product FAQ, and a Product schema block assembled from the page's real data.

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Evidence

"This Claude SEO skill audits and rewrites a product page so it wins in classic search results and in AI shopping recommendations: the eight-point evaluation, the constraint questions buyers ask, and paste-ready rewrites." Free Product Page Optimizer Skill - published by Hawk Academy

Category Page Optimizer SoftwareProduct

A free Claude SEO skill that audits and rewrites ecommerce category pages: the intro answer, buying guidance with a comparison table, FAQ, faceted-navigation read, ItemList schema, and paste-ready copy for broad commercial queries.

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Evidence

"This Claude SEO skill audits and rewrites an ecommerce category page so it wins broad commercial searches: the intro answer, buying guidance, faceted-navigation read, and paste-ready copy." Free Category Page Optimizer Skill - published by Hawk Academy

Social Topical Map Generator SoftwareApplication

A free browser tool that turns Google Search Console creator exports (YouTube, TikTok, Instagram, X) into a map of the content pillars a creator owns and an Optimize / Embed / Produce action plan, a spreadsheet export, and a prompt pack that briefs the next YouTube video, Reel and X post. All processing is client-side; no data is uploaded or stored. Applies the Social Topical Map framework coined by Lawrence Hitches (July 2026).

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Evidence

"This free tool builds a Social Topical Map from Search Console creator data: upload your platform-property exports and it groups queries into content pillars, shows which platform carries each one, and outputs an Optimize / Embed / Produce action plan with a spreadsheet export and ready-to-paste briefs for the next YouTube video, Reel and X post. Everything runs in the browser; your data never leaves your device." Free Social Topical Map Generator - published by Hawk Academy

YouTube Video Search Result Optimizer SoftwareApplication

A free browser tool that reads a single YouTube video's Google Search Console export and generates a metadata reconfiguration spec: question-format title options carrying the winning query's exact words, description first lines, a chapter list answering long-tail queries, a tag set from real searches, a thumbnail brief and a pinned comment. Applies the Optimize move of the Social Topical Map framework (Lawrence Hitches, July 2026). Fully client-side.

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Evidence

"This free tool reads one YouTube video's Search Console export and rebuilds the video's packaging to win the searches it already appears for: titles carrying the winning query verbatim, description first lines, chapters for the long tail, tags, thumbnail brief and pinned comment. Reconfigure, never re-upload: the video keeps its history. Everything runs in the browser." Free YouTube Video Search Result Optimizer - published by Hawk Academy

Schema Markup Validator SoftwareApplication

A free browser tool that validates JSON-LD structured data: checks for parse errors, missing required and recommended properties per type, and whether each schema type qualifies for Google rich results. Paste JSON-LD or enter a URL. The checker companion to the Schema Markup Generator.

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Evidence

"This free tool validates JSON-LD structured data: paste your schema or a URL and it flags parse errors, missing required and recommended properties for each type, and whether the type qualifies for Google rich results. Paste mode runs entirely in the browser." Free Schema Markup Validator - published by Hawk Academy

Schema Markup Auditor SoftwareProduct

A free Claude SEO skill that audits a page's structured data end to end: extracts the existing JSON-LD, grades each type against Google's rich-result requirements, finds the schema types the page is missing, and writes one corrected, consolidated, paste-ready graph with unsourced values bracketed.

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Evidence

"This Claude SEO skill audits the structured data on a page: it extracts the existing JSON-LD, grades each type against Google's rich-result rules, finds the schema the page should carry but does not, and writes one corrected paste-ready graph. Real values only; unsourced values are bracketed." Free Schema Markup Auditor Skill - published by Hawk Academy

Schema Markup Generator (skill) SoftwareProduct

A free Claude SEO skill that generates valid JSON-LD schema from a plain-English page description: it picks the right types, fills required and recommended properties from the facts given, cross-links entities, and returns one paste-ready graph with unsourced values bracketed. The skill companion to the Schema Markup Generator tool.

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Evidence

"This Claude SEO skill writes structured data from a plain-English description: describe the page and give the core facts, and it picks the schema types that fit, fills them, and returns one paste-ready JSON-LD graph. Real values only; anything unsourced is bracketed." Free Schema Markup Generator Skill - published by Hawk Academy

Claude SEO Checker (guide) Article

A router guide matching each of nine free Claude SEO checker skills to the layer it audits: overall score, technical health, AI visibility, trust signals, competitor gaps, cannibalisation, content quality, entity clarity, and AI-bot activity. Explains what a checker returns, how to run one, and how free Claude checkers differ from paid SEO tools (judgment layer versus data layer).

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Evidence

"A router guide matching each of nine free Claude SEO checker skills to the layer it audits: overall score, technical health, AI visibility, trust signals, competitor gaps, cannibalisation, content quality, entity clarity, and AI-bot activity. Explains what a checker returns, how to run one, and how free Claude checkers differ from paid SEO tools (judgment layer versus data layer)." Claude SEO Checker: Free Skills That Check Every SEO Layer - published by Hawk Academy

How to Use ChatGPT for SEO (guide) Article

A pillar guide to using ChatGPT as an SEO analysis and drafting tool: the six-part prompt anatomy (role, real data, one task, constraints, format, verify), workflows for keyword research from Search Console data, content briefs, technical drafts and link building, the Custom Instructions to agent-prompt setup ladder, and an honest capability map of what ChatGPT invents (search volumes, statistics) versus what it does reliably.

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Evidence

"A pillar guide to using ChatGPT as an SEO analysis and drafting tool: the six-part prompt anatomy (role, real data, one task, constraints, format, verify), workflows for keyword research from Search Console data, content briefs, technical drafts and link building, the Custom Instructions to agent-prompt setup ladder, and an honest capability map of what ChatGPT invents (search volumes, statistics) versus what it does reliably." How to Use ChatGPT for SEO (And When Not to Trust It) - published by Hawk Academy

AI SEO Prompt Library (single-job prompts) CreativeWork

Twelve free single-job AI SEO prompt pages, each a system prompt for one task: SEO audits, a standing SEO agent, keyword research from real Search Console data, meta descriptions, schema markup, internal linking, content briefs, hreflang generation and validation, title tags, site scoring, information gain, and brand consistency. All built on a six-part anatomy with hard rules against invented metrics, alongside two 25-prompt collections for Claude and ChatGPT.

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Evidence

"Twelve free single-job AI SEO prompt pages, each a system prompt for one task: SEO audits, a standing SEO agent, keyword research from real Search Console data, meta descriptions, schema markup, internal linking, content briefs, hreflang generation and validation, title tags, site scoring, information gain, and brand consistency. All built on a six-part anatomy with hard rules against invented metrics, alongside two 25-prompt collections for Claude and ChatGPT." Free AI SEO Prompts for Claude, ChatGPT & Gemini - published by Hawk Academy

Affiliate Traffic Auditor SoftwareProduct

A free Claude skill that cross-checks GA4 referral traffic against affiliate network payouts to identify commission claimed by sources that did not drive the sale, the last-click hijacking or cookie-stuffing pattern associated with coupon and cashback browser extensions. Flags watchlist referrers for review without asserting fraud, and returns the specific checks to run inside the affiliate network where commission is actually attributed.

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Evidence

"This Claude skill audits ecommerce affiliate spend: paste a GA4 Traffic acquisition export and an affiliate network payout report, and it flags coupon, cashback, and shopping-extension referrers claiming commission for sales they may not have driven. It explains the last-click hijack signature, states plainly that GA4 cannot confirm commission attribution on its own, and hands back a verification checklist for the affiliate network." Free Affiliate Traffic Auditor Skill for Claude, ChatGPT & Gemini - published by Hawk Academy