{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_proseoai","slug":"proseoai","name":"ProSEOAI","type":"product","url":"https://www.proseoai.com","page_url":"https://unfragile.ai/proseoai","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_proseoai__cap_0","uri":"capability://text.generation.language.ai.powered.seo.content.generation.with.on.page.optimization","name":"ai-powered seo content generation with on-page optimization","description":"Generates SEO-optimized content by analyzing target keywords, search intent, and competitor content structure, then producing drafts with integrated keyword density, heading hierarchy, and meta tag suggestions. The system appears to use prompt-based LLM generation with post-processing rules for keyword placement and readability scoring rather than template-based approaches, allowing dynamic adaptation to different content types (blog posts, product descriptions, landing pages).","intents":["Generate blog post drafts optimized for target keywords without manual research","Create product descriptions with natural keyword integration for e-commerce pages","Produce landing page copy that balances SEO requirements with conversion intent","Quickly iterate on content variations to test different keyword angles"],"best_for":["Freelance SEO consultants managing 5-20 client sites with tight turnaround times","Content teams under 10 people needing to scale output without hiring writers","Bootstrapped agencies testing content strategy before committing to dedicated copywriters"],"limitations":["Content quality inconsistency on technical topics — struggles with domain-specific terminology and accuracy verification","No built-in E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) optimization for YMYL (Your Money Your Life) niches like finance, health, legal","Generated content requires manual fact-checking and brand voice adjustment — not production-ready without editorial review","Limited to English language output; no multilingual content generation support"],"requires":["Active ProSEOAI account (freemium or paid tier)","Target keyword or topic input","Optional: competitor URL for content structure analysis","Internet connection for real-time LLM API calls"],"input_types":["text (keyword/topic)","URL (competitor content for structure analysis)","structured data (content type selection, target word count)"],"output_types":["text (generated content draft)","structured data (keyword density metrics, readability score, meta tag suggestions)"],"categories":["text-generation-language","seo-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_1","uri":"capability://data.processing.analysis.real.time.on.page.seo.audit.with.instant.issue.detection","name":"real-time on-page seo audit with instant issue detection","description":"Crawls and analyzes web pages in real-time (rather than scheduled batch crawls) to identify on-page SEO issues including missing meta tags, heading structure problems, image alt text gaps, keyword optimization gaps, and mobile usability issues. The system likely uses a lightweight DOM parser and rule-based validation engine that runs synchronously on page submission, providing immediate feedback rather than queuing audits for later processing.","intents":["Catch on-page SEO issues immediately after publishing without waiting for scheduled crawls","Validate page optimization before deploying to production","Audit existing pages for quick wins without full site crawl overhead","Get instant recommendations for meta tag, heading, and content improvements"],"best_for":["Content teams publishing frequently (daily or multiple times per week) who need immediate feedback","Freelancers auditing client pages on-demand without enterprise crawl budgets","Small agencies needing quick page-level diagnostics without Ahrefs/Semrush subscriptions"],"limitations":["Real-time audits limited to single-page analysis — no sitewide crawl for structural issues across multiple pages","Cannot detect issues requiring historical data (e.g., ranking changes, backlink growth) — only current state analysis","No deep technical SEO analysis (Core Web Vitals, JavaScript rendering issues, crawlability problems) — rule-based validation only","Audit depth significantly lags behind Ahrefs/Semrush technical crawlers which identify 100+ issue categories"],"requires":["Active ProSEOAI account","Live, publicly accessible URL","Page must be HTML-renderable (no JavaScript-heavy SPAs without pre-rendering)","Internet connection for real-time crawl"],"input_types":["URL (page to audit)","optional: target keyword for relevance scoring"],"output_types":["structured data (audit report with issue categories, severity levels, specific recommendations)","text (human-readable issue descriptions and fix suggestions)"],"categories":["data-processing-analysis","seo-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_10","uri":"capability://automation.workflow.seo.focused.content.calendar.and.publishing.workflow","name":"seo-focused content calendar and publishing workflow","description":"Provides a content calendar interface for planning, scheduling, and tracking SEO-optimized content publication with keyword mapping, optimization status, and publishing deadlines. The system likely stores content metadata (title, keywords, optimization score, publish date) in a database and may integrate with publishing platforms (WordPress, Webflow) for automated publishing.","intents":["Plan content calendar with keyword targets and optimization requirements","Track content optimization status before publishing","Schedule content publication with SEO metadata (keywords, meta tags)","Coordinate content creation across team members with deadlines and assignments"],"best_for":["Content teams coordinating SEO-focused publishing workflows","Agencies managing content calendars for multiple clients","In-house teams integrating SEO planning with editorial calendars"],"limitations":["Calendar limited to basic metadata (keywords, optimization score) — no integration with editorial workflows or approval processes","Publishing automation limited to basic CMS platforms (WordPress) — no support for headless CMS or custom publishing systems","No collaboration features (comments, approvals, version control) — requires external tools for team coordination","Cannot track content performance post-publication within calendar interface"],"requires":["Active ProSEOAI account","Optional: WordPress or supported CMS for publishing automation","Team members with ProSEOAI access for collaboration"],"input_types":["structured data (content title, keywords, publish date, assignments)"],"output_types":["visualization (calendar view with content items)","structured data (content metadata, optimization status)"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_2","uri":"capability://search.retrieval.keyword.research.and.search.intent.analysis","name":"keyword research and search intent analysis","description":"Analyzes search queries to extract keyword metrics (search volume, difficulty, CPC) and categorizes search intent (informational, transactional, navigational, commercial) using a combination of API integrations with keyword data providers and NLP-based intent classification. The system likely queries third-party keyword databases (Google Trends, SEMrush API, or proprietary data) and applies intent classification rules or lightweight ML models to categorize queries.","intents":["Identify high-volume, low-competition keywords for content targeting","Understand search intent to align content strategy with user needs","Discover keyword variations and long-tail opportunities","Prioritize keywords by commercial value and ranking difficulty"],"best_for":["Solo SEO consultants building keyword strategies without Ahrefs/Semrush budgets","Content teams validating keyword targets before content creation","Agencies needing quick keyword research for client proposals"],"limitations":["Keyword data accuracy and freshness depend on underlying data provider — may lag behind Ahrefs/Semrush by weeks","Search volume estimates are approximations, not exact Google data — unsuitable for high-stakes bidding decisions","Intent classification is rule-based or lightweight ML — may misclassify ambiguous queries (e.g., 'Python' could be programming language or snake)","Limited to English-language keywords; no multilingual keyword research"],"requires":["Active ProSEOAI account","Keyword or topic input (text)","Internet connection for API calls to keyword data providers"],"input_types":["text (keyword or topic)"],"output_types":["structured data (keyword metrics: search volume, difficulty score, CPC, intent classification)","text (keyword recommendations and variations)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_3","uri":"capability://search.retrieval.competitor.content.and.backlink.analysis","name":"competitor content and backlink analysis","description":"Analyzes competitor websites to extract content strategy (top-performing pages, keyword targets, content structure) and backlink profiles (referring domains, link quality, anchor text distribution) using web crawling and link database queries. The system likely integrates with third-party backlink APIs and performs DOM parsing to extract content metadata, but with significantly less depth than specialized tools.","intents":["Identify competitor content gaps and opportunities for differentiation","Analyze competitor backlink strategies to inform link-building plans","Benchmark content performance against competitors","Discover high-authority linking opportunities from competitor backlinks"],"best_for":["Freelance SEO consultants needing basic competitive intelligence for client proposals","Content teams validating content strategy against competitor approaches","Small agencies with limited budgets for Ahrefs/Semrush competitor analysis"],"limitations":["Backlink analysis significantly lags Ahrefs/Semrush — fewer discovered links, lower accuracy in link quality scoring, incomplete historical data","Content analysis limited to on-page metrics (word count, keyword density) — no ranking position tracking or traffic estimation","Cannot identify all competitor backlinks or provide detailed link context (anchor text, link type, referring page authority) with Ahrefs-level precision","No historical backlink tracking — cannot detect link velocity or lost links over time"],"requires":["Active ProSEOAI account","Competitor domain URL","Internet connection for crawling and API queries"],"input_types":["URL (competitor domain)"],"output_types":["structured data (competitor content list, backlink summary, keyword targets)","text (competitive analysis summary and recommendations)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_4","uri":"capability://data.processing.analysis.seo.analytics.dashboard.with.performance.tracking","name":"seo analytics dashboard with performance tracking","description":"Aggregates SEO performance metrics (rankings, traffic, clicks, impressions) from Google Search Console, Google Analytics, and internal crawl data into a unified dashboard with trend visualization and performance comparisons. The system likely uses OAuth-based integrations with Google APIs to pull data, stores metrics in a time-series database, and renders visualizations using charting libraries.","intents":["Track keyword rankings and position changes over time","Monitor organic traffic trends and identify performance drops","Analyze click-through rates and impressions from search results","Compare performance across pages, keywords, and time periods"],"best_for":["SEO consultants managing multiple client sites needing centralized performance tracking","In-house SEO teams monitoring campaign performance","Agencies needing quick performance snapshots for client reporting"],"limitations":["Dashboard lacks customization — cannot create client-ready reports without manual export and editing","Reporting limited to basic metrics (rankings, traffic, clicks) — no advanced analysis like attribution modeling or conversion tracking integration","Data latency from Google APIs (24-48 hours) — not real-time performance visibility","Cannot export reports in multiple formats (PDF, PowerPoint) — requires manual formatting for client delivery"],"requires":["Active ProSEOAI account","Google Search Console and Google Analytics connected via OAuth","Verified domain ownership in Google Search Console"],"input_types":["structured data (domain, date range for analysis)"],"output_types":["structured data (time-series metrics: rankings, traffic, clicks, impressions)","visualization (charts, graphs, trend lines)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_5","uri":"capability://data.processing.analysis.rank.tracking.with.historical.position.data","name":"rank tracking with historical position data","description":"Monitors keyword rankings across search engines (primarily Google) by periodically querying search results for tracked keywords and storing position history in a database. The system likely uses a distributed scraping infrastructure to query Google Search results (with IP rotation and rate limiting to avoid blocks) and stores position snapshots daily or weekly, enabling trend analysis and volatility detection.","intents":["Track keyword ranking positions over time to measure SEO campaign impact","Detect ranking volatility and algorithm update effects","Identify keywords losing rankings to prioritize recovery efforts","Monitor competitor ranking positions for competitive intelligence"],"best_for":["SEO agencies managing 10-50 tracked keywords per client","In-house SEO teams monitoring core keyword performance","Consultants needing rank tracking without Ahrefs/Semrush subscriptions"],"limitations":["Rank tracking accuracy affected by Google's personalization and localization — positions vary by device, location, and user history","Update frequency (daily or weekly) may miss short-term ranking fluctuations during algorithm updates","Limited to tracked keywords — cannot discover new ranking opportunities or long-tail keywords automatically","Competitor rank tracking less reliable than Ahrefs/Semrush due to smaller scraping infrastructure and IP pool"],"requires":["Active ProSEOAI account","Keywords to track (text input)","Target location/language for ranking queries","Minimum tracking frequency (daily or weekly)"],"input_types":["text (keywords to track)","structured data (location, language, tracking frequency)"],"output_types":["structured data (ranking position history, position changes, volatility metrics)","visualization (rank trend charts, competitor position comparisons)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_6","uri":"capability://data.processing.analysis.technical.seo.issue.detection.and.recommendations","name":"technical seo issue detection and recommendations","description":"Identifies technical SEO problems (broken links, duplicate content, crawl errors, XML sitemap issues, robots.txt problems, page speed issues) through automated crawling and validation rules. The system uses a web crawler to traverse site structure, applies rule-based validation for common technical issues, and may integrate with third-party APIs (e.g., Google PageSpeed Insights) for performance metrics.","intents":["Identify broken links and crawl errors affecting indexation","Detect duplicate content and canonicalization issues","Validate XML sitemap and robots.txt configuration","Find page speed issues impacting Core Web Vitals"],"best_for":["Freelance SEO consultants auditing client sites for technical issues","In-house SEO teams managing site health monitoring","Agencies needing quick technical audits without enterprise crawl tools"],"limitations":["Technical analysis limited to basic issues (broken links, duplicate content) — no deep crawlability analysis for JavaScript-heavy sites or SPAs","Page speed analysis relies on Google PageSpeed Insights API — cannot provide custom performance metrics or detailed optimization recommendations","No historical tracking of technical issues — cannot detect regression or improvement trends","Crawl depth limited by free/freemium tier — may not discover all technical issues on large sites (1000+ pages)"],"requires":["Active ProSEOAI account","Live, publicly accessible website","Crawl budget (number of pages crawlable depends on plan tier)"],"input_types":["URL (site root or specific page)"],"output_types":["structured data (issue list with severity levels, affected pages, recommendations)","text (issue descriptions and fix guidance)"],"categories":["data-processing-analysis","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_7","uri":"capability://text.generation.language.content.optimization.recommendations.with.keyword.mapping","name":"content optimization recommendations with keyword mapping","description":"Analyzes existing content against target keywords and provides specific optimization recommendations (keyword placement, heading structure, content length, internal linking) using NLP-based content analysis and rule-based scoring. The system likely parses page content, extracts entities and keywords, compares against target keyword list, and generates recommendations based on competitor benchmarking and SEO best practices.","intents":["Optimize existing content for better keyword relevance without full rewrites","Identify missing keywords and content gaps in existing pages","Get specific recommendations for heading structure, content length, and internal linking","Improve content relevance scores for target keywords"],"best_for":["Content teams optimizing existing pages for better rankings","SEO consultants providing content improvement recommendations to clients","Agencies managing content optimization workflows at scale"],"limitations":["Recommendations are rule-based and generic — may not account for brand voice, audience preferences, or content type specifics","Keyword mapping limited to exact and close-variant matches — may miss semantic relevance and topic clusters","No integration with ranking data — cannot correlate optimization changes with actual ranking improvements","Recommendations may conflict with user intent or content goals if not carefully reviewed"],"requires":["Active ProSEOAI account","Live URL or content text input","Target keyword(s) for optimization"],"input_types":["URL (existing page) or text (content body)","text (target keyword)"],"output_types":["structured data (optimization recommendations with priority levels, specific changes)","text (detailed guidance for each recommendation)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_8","uri":"capability://data.processing.analysis.bulk.content.audit.and.optimization.workflow","name":"bulk content audit and optimization workflow","description":"Enables batch processing of multiple pages for SEO analysis and optimization recommendations through a queue-based system that crawls and analyzes pages asynchronously. The system likely accepts CSV uploads or API inputs with page URLs, queues audit jobs, processes them in parallel, and generates a consolidated report with optimization recommendations across all pages.","intents":["Audit 50+ pages simultaneously without manual per-page analysis","Generate optimization recommendations for entire site sections in one workflow","Export bulk audit results for team review and prioritization","Identify site-wide optimization patterns and common issues"],"best_for":["Agencies managing 10-50 client sites needing bulk audits","In-house SEO teams optimizing large content libraries (100+ pages)","Consultants providing comprehensive site audits to enterprise clients"],"limitations":["Bulk processing speed limited by crawl infrastructure — may take hours for 1000+ page audits","Report customization limited — cannot filter or group results by custom criteria without manual export","Bulk recommendations are generic — may require significant manual review to prioritize by business impact","No built-in workflow management — cannot assign recommendations to team members or track completion"],"requires":["Active ProSEOAI account (paid tier for bulk processing)","CSV file with URLs or API access for bulk submission","Sufficient crawl budget for page count"],"input_types":["CSV (list of URLs)","structured data (audit parameters: keyword targets, analysis depth)"],"output_types":["CSV (bulk audit results)","structured data (consolidated recommendations with priority levels)","visualization (summary charts and trend analysis)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_proseoai__cap_9","uri":"capability://tool.use.integration.integration.with.google.search.console.and.analytics","name":"integration with google search console and analytics","description":"Connects to Google Search Console and Google Analytics via OAuth 2.0 authentication to pull performance data (rankings, clicks, impressions, traffic, user behavior) and display it within the ProSEOAI dashboard. The system stores API credentials securely, handles token refresh, and syncs data on a scheduled basis (likely daily) to keep metrics current.","intents":["View Google Search Console data (rankings, clicks, impressions) without leaving the SEO platform","Correlate organic traffic from Google Analytics with SEO performance metrics","Centralize performance tracking across multiple properties in one dashboard","Automate data collection for reporting without manual GSC/GA exports"],"best_for":["SEO consultants managing multiple client properties needing centralized data","In-house teams reducing manual data export and spreadsheet work","Agencies automating performance tracking for client reporting"],"limitations":["Data latency from Google APIs (24-48 hours) — not real-time performance visibility","Limited to Google Search Console and Analytics — cannot integrate with other analytics platforms (Matomo, Mixpanel)","Requires active Google Search Console verification — cannot track unverified properties","Data sync failures or API quota limits may cause gaps in historical data"],"requires":["Active ProSEOAI account","Google account with Search Console access","Google Analytics 4 or Universal Analytics property","Domain verification in Google Search Console"],"input_types":["OAuth credentials (Google account)"],"output_types":["structured data (rankings, clicks, impressions, traffic metrics)","visualization (dashboard charts and trend lines)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Active ProSEOAI account (freemium or paid tier)","Target keyword or topic input","Optional: competitor URL for content structure analysis","Internet connection for real-time LLM API calls","Active ProSEOAI account","Live, publicly accessible URL","Page must be HTML-renderable (no JavaScript-heavy SPAs without pre-rendering)","Internet connection for real-time crawl","Optional: WordPress or supported CMS for publishing automation","Team members with ProSEOAI access for collaboration"],"failure_modes":["Content quality inconsistency on technical topics — struggles with domain-specific terminology and accuracy verification","No built-in E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) optimization for YMYL (Your Money Your Life) niches like finance, health, legal","Generated content requires manual fact-checking and brand voice adjustment — not production-ready without editorial review","Limited to English language output; no multilingual content generation support","Real-time audits limited to single-page analysis — no sitewide crawl for structural issues across multiple pages","Cannot detect issues requiring historical data (e.g., ranking changes, backlink growth) — only current state analysis","No deep technical SEO analysis (Core Web Vitals, JavaScript rendering issues, crawlability problems) — rule-based validation only","Audit depth significantly lags behind Ahrefs/Semrush technical crawlers which identify 100+ issue categories","Calendar limited to basic metadata (keywords, optimization score) — no integration with editorial workflows or approval processes","Publishing automation limited to basic CMS platforms (WordPress) — no support for headless CMS or custom publishing systems","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.78,"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":"2026-05-24T12:16:32.438Z","last_scraped_at":"2026-04-05T13:23:42.551Z","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=proseoai","compare_url":"https://unfragile.ai/compare?artifact=proseoai"}},"signature":"vzzzRsJh3n9pylrr/X3ZMFbRg6g44ChOAEHlcxayEFeDsZ/s37fVLoMEZZgPHa35DpDmAuTHUUSQgcK6WKgvBw==","signedAt":"2026-06-22T05:28:20.343Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/proseoai","artifact":"https://unfragile.ai/proseoai","verify":"https://unfragile.ai/api/v1/verify?slug=proseoai","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"}}