{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_surgegraph","slug":"surgegraph","name":"SurgeGraph","type":"product","url":"https://surgegraph.io","page_url":"https://unfragile.ai/surgegraph","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_surgegraph__cap_0","uri":"capability://seo.serp.integrated.keyword.research.and.topic.discovery","name":"serp-integrated keyword research and topic discovery","description":"Analyzes search engine results pages in real-time to identify high-potential keywords and related topics with actual ranking data. Provides keyword difficulty, search volume, and competitive landscape insights directly tied to current search results.","intents":["Find keywords that will actually rank in my niche","Understand what search intent my target audience has","Discover topic gaps that competitors aren't covering","Validate keyword difficulty before investing time in content"],"best_for":["Content teams managing multiple topics","SEO-focused agencies","Mid-market publishers"],"limitations":["Does not provide backlink analysis or domain authority metrics","Limited competitive domain analysis compared to Ahrefs or Semrush","Requires supplementary tools for comprehensive competitive audits"],"requires":["Internet connectivity for real-time SERP data","Target keyword or topic input"],"input_types":["text (keyword or topic)"],"output_types":["structured data (keyword metrics, search volume, difficulty scores)","SERP analysis results"],"categories":["seo","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_1","uri":"capability://seo.ai.powered.seo.content.outline.generation","name":"ai-powered seo content outline generation","description":"Automatically generates structured content outlines optimized for SEO based on keyword input and competitor analysis. Uses SERP data to ensure outlines match search intent and cover topics that rank well.","intents":["Get a head start on content structure without manual research","Ensure my outline covers what Google expects for this keyword","Save time on the planning phase of content creation","Match the content depth and structure of top-ranking competitors"],"best_for":["Content writers and editors","Content teams scaling production","Agencies managing multiple client content calendars"],"limitations":["Outlines are generic starting points requiring customization for brand voice","May not capture niche-specific nuances without human review","Relies on SERP data which can be outdated for emerging topics"],"requires":["Target keyword or topic","Optional: target audience or content type specification"],"input_types":["text (keyword, topic, optional parameters)"],"output_types":["structured outline (hierarchical sections and subsections)","text (outline with suggested talking points)"],"categories":["seo","content-creation","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_2","uri":"capability://seo.competitor.based.content.optimization.recommendations","name":"competitor-based content optimization recommendations","description":"Analyzes top-ranking competitor content and provides specific optimization suggestions for target keywords. Identifies gaps in keyword coverage, content structure improvements, and SEO best practices based on what's currently ranking.","intents":["Know exactly what to include to compete with top-ranking pages","Identify which keywords competitors are targeting that I'm missing","Get specific recommendations on content length, structure, and format","Reduce guesswork about hitting search intent targets"],"best_for":["Content creators optimizing existing content","SEO teams planning content strategy","Agencies helping clients improve rankings"],"limitations":["Recommendations are based on current SERP snapshot, not historical trends","Cannot predict algorithm changes or future ranking factors","Suggestions may not account for brand-specific positioning or unique value propositions"],"requires":["Target keyword","Existing content or content draft (optional but recommended)"],"input_types":["text (keyword, optional: existing content)"],"output_types":["structured recommendations (optimization checklist)","text (specific suggestions with rationale)"],"categories":["seo","content-optimization","competitive-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_3","uri":"capability://seo.draft.ready.content.generation.with.seo.optimization","name":"draft-ready content generation with seo optimization","description":"Generates initial content drafts that are pre-optimized for SEO based on keyword targets, outline structure, and competitor analysis. Produces text that follows SEO best practices and matches search intent without requiring extensive rewriting.","intents":["Get a first draft written quickly so I can focus on editing","Ensure my content is SEO-optimized from the start","Reduce the time between outline and publishable content","Maintain consistent SEO quality across multiple pieces"],"best_for":["Content teams with high publishing velocity requirements","Agencies managing multiple client publications","Solo content creators managing large content calendars"],"limitations":["AI-generated content requires substantial human editing for brand voice","Fact-checking is mandatory before publication","May lack the depth or nuance of expert-written content","Requires significant editorial review to ensure accuracy"],"requires":["Target keyword","Content outline or structure","Optional: brand voice guidelines or reference content"],"input_types":["text (keyword, outline, optional brand guidelines)"],"output_types":["text (draft content, typically 500-3000+ words)","structured content (with headings, sections, metadata)"],"categories":["seo","content-creation","writing","ai-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_4","uri":"capability://seo.keyword.density.and.on.page.seo.element.optimization","name":"keyword density and on-page seo element optimization","description":"Analyzes content for keyword placement, density, and on-page SEO elements (title tags, meta descriptions, headers, internal links). Provides feedback on whether content meets SEO best practices and competitor benchmarks.","intents":["Make sure my content has the right keyword density without over-optimization","Optimize my title tags and meta descriptions for click-through rate","Ensure headers and structure follow SEO best practices","Check if my content matches the on-page optimization of top competitors"],"best_for":["Content editors and SEO specialists","Quality assurance teams reviewing content","Agencies ensuring client content meets SEO standards"],"limitations":["Does not analyze off-page SEO factors like backlinks","Recommendations are based on current best practices which evolve","Cannot guarantee rankings based on on-page optimization alone"],"requires":["Target keyword","Content to analyze (full text or draft)"],"input_types":["text (content to analyze)"],"output_types":["structured feedback (checklist of on-page elements)","text (specific optimization suggestions with scores)"],"categories":["seo","content-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_5","uri":"capability://productivity.content.workflow.integration.and.context.preservation","name":"content workflow integration and context preservation","description":"Streamlines the end-to-end content creation workflow by maintaining context across keyword research, outline generation, content creation, and optimization stages. Eliminates the need to switch between multiple tools and re-input information.","intents":["Complete my entire content creation process in one tool","Avoid losing context when moving between research and writing","Reduce time spent copying and pasting between different platforms","Keep all content work organized in a single workspace"],"best_for":["Content teams using multiple SEO tools","Agencies managing workflows across team members","Individual creators wanting a unified workspace"],"limitations":["Limited integration with external SEO tools like Ahrefs or Semrush","May not connect with existing CMS or publishing workflows","Requires learning a new platform interface"],"requires":["User account and project setup","Optional: CMS or publishing platform integration"],"input_types":["text (keywords, content briefs, drafts)"],"output_types":["structured project data (organized by keyword/topic)","exportable content (for CMS or publishing)"],"categories":["productivity","workflow","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_6","uri":"capability://seo.content.performance.benchmarking.against.competitors","name":"content performance benchmarking against competitors","description":"Compares planned or existing content against top-ranking competitor pages across multiple SEO metrics. Provides benchmarks for content length, keyword coverage, readability, and structure to help content meet or exceed competitor standards.","intents":["Know how my content compares to what's currently ranking","Understand what content length and depth I need to compete","Identify specific areas where competitors are outperforming me","Set realistic targets for content quality and comprehensiveness"],"best_for":["Content strategists planning content depth","SEO teams evaluating content competitiveness","Agencies benchmarking client content against competitors"],"limitations":["Benchmarks are based on current rankings, not guaranteed success factors","Does not account for brand authority or backlink profiles","May suggest matching competitor content length without considering unique value"],"requires":["Target keyword","Optional: existing content to compare"],"input_types":["text (keyword, optional: existing content)"],"output_types":["structured comparison data (metrics vs. competitors)","text (benchmarking report with recommendations)"],"categories":["seo","competitive-analysis","content-strategy"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_surgegraph__cap_7","uri":"capability://productivity.multi.topic.content.calendar.planning.and.organization","name":"multi-topic content calendar planning and organization","description":"Helps plan and organize content calendars by managing multiple keyword topics, their research data, outlines, and drafts in a centralized system. Provides visibility into content pipeline and progress across multiple pieces.","intents":["Organize my content ideas and keywords in one place","Plan a content calendar without juggling multiple spreadsheets","Track progress from keyword research through publication","Collaborate with team members on content planning"],"best_for":["Content teams managing multiple pieces simultaneously","Agencies coordinating content across multiple clients","Publishers with regular publishing schedules"],"limitations":["Limited collaboration features compared to dedicated project management tools","May not integrate with external calendars or scheduling tools","Requires manual updates if using external publishing platforms"],"requires":["User account with project/workspace setup","Target keywords or topics to plan"],"input_types":["text (keywords, topics, dates, assignments)"],"output_types":["structured calendar view (organized by date/topic)","project data (exportable for external tools)"],"categories":["productivity","content-management","planning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Internet connectivity for real-time SERP data","Target keyword or topic input","Target keyword or topic","Optional: target audience or content type specification","Target keyword","Existing content or content draft (optional but recommended)","Content outline or structure","Optional: brand voice guidelines or reference content","Content to analyze (full text or draft)","User account and project setup"],"failure_modes":["Does not provide backlink analysis or domain authority metrics","Limited competitive domain analysis compared to Ahrefs or Semrush","Requires supplementary tools for comprehensive competitive audits","Outlines are generic starting points requiring customization for brand voice","May not capture niche-specific nuances without human review","Relies on SERP data which can be outdated for emerging topics","Recommendations are based on current SERP snapshot, not historical trends","Cannot predict algorithm changes or future ranking factors","Suggestions may not account for brand-specific positioning or unique value propositions","AI-generated content requires substantial human editing for brand voice","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.541Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=surgegraph","compare_url":"https://unfragile.ai/compare?artifact=surgegraph"}},"signature":"YzoWpFBXSQZGOkZlW3K8uM9wjF4Cl2UXtx6ZPwtOFpInC7mJ8CoHNxnVpLIL+WdurMj7XdVUp7ACHINLLn4UDQ==","signedAt":"2026-06-23T08:13:29.488Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/surgegraph","artifact":"https://unfragile.ai/surgegraph","verify":"https://unfragile.ai/api/v1/verify?slug=surgegraph","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}