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AI Agent Tool Selection Optimizer - MCP Routing & Cost Audit
Analyze observed MCP and AI-agent tool telemetry to rank tools, expose reliability and cost risks, preserve task coverage, and generate an evidence-based routing policy.
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QuantMatrix Apify Actors
Gen2 decision-intelligence Actors for monitoring, datasets, web quality, competitive intelligence and AI-agent workflows.
80cataloged products
80verified public listing links
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Apify products are linked only when the public Store listing is verified. All 40 current QuantMatrix Actors are cataloged as public and Gen2-ready.
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AI Answer Citation & Share-of-Voice Intelligence
Use this Actor to analyze ai answer citation and share-of-voice and return decision-ready structured signals. Measure brand and competitor visibility across AI-answer snapshots, track citation wins and losses, and turn mention/citation drift into decision-ready actions.
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AI Crawler & llms.txt Policy Auditor
Use this Actor to audit ai crawler and llms.txt policy and return structured issues, scores, and remediation signals. txt policy and return structured issues, scores, and remediation signals. Audit robots.txt policies for major AI crawlers and inspect llms.txt discovery files for public websites wit
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Airline Route Capacity Change Intelligence
Use this Actor to monitor airline route capacity change changes and return decision-ready change signals. Turn aviation schedule snapshots into route-level seat-capacity expansion, contraction and competitive supply intelligence.
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Amazon Product White-Space Intelligence
Use this Actor to analyze amazon product white-space and return decision-ready structured signals. Score Amazon product categories for demand, competitive pressure, pricing room and entry opportunity using recurring product datasets.
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Amazon Review Defect & Feature-Demand Intelligence
Use this Actor to analyze amazon review defect and feature-demand and return decision-ready structured signals. Extract product defects, feature requests, complaint concentration and demand signals from Amazon review datasets.
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Apify Dataset Quality Gate & Validation Integration
Use this Actor to analyze apify dataset quality gate and validation integration and return decision-ready structured signals. Validate any Apify dataset before downstream use with required-field, duplicate, null-rate and minimum-size checks, producing a structured pass/fail quality score for Actor-t
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App Privacy Label Change Intelligence
Use this Actor to monitor app privacy label change changes and return decision-ready change signals. Turn app-store privacy metadata snapshots into app-level data-collection, tracking and disclosure drift intelligence.
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Business Website Contact & Social Extractor
Use this Actor to extract business website contact and social into clean structured results for automation and AI workflows. Extract public business emails, tel links, and major social profiles from company websites and likely contact/about pages. Returns one structured result per site with explicit
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Competitor FAQ & Support Policy Drift Intelligence
Use this Actor to monitor competitor faq and support policy drift changes and return decision-ready change signals. Detect competitor support-policy, FAQ, SLA and return-policy shifts from recurring website-content datasets.
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Contractor-to-Employee Conversion Signal Intelligence
Use this Actor to analyze contractor-to-employee conversion signal and return decision-ready structured signals. Turn job-posting snapshots into company and role signals that suggest contractor demand is shifting toward permanent employment.
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Cross-Company Talent Flow & Competitor Poaching Intelligence
Build source-to-destination talent-flow intelligence between competing companies from recurring employee datasets.
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Dataset Cardinality & Anomaly Profiler
Use this Actor to analyze dataset cardinality and anomaly profiler and return decision-ready structured signals. Profile field completeness, cardinality, type distributions, and numeric ranges, then compare them with a baseline to flag data-shape anomalies.
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Dataset Deduplication & Merge Planner
Use this Actor to analyze dataset deduplication and merge and return decision-ready structured signals. Find duplicate groups in Apify datasets, quantify duplicate risk, and generate deterministic merge recommendations without mutating the source.
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Dataset Diff & Change Intelligence Monitor
Use this Actor to monitor dataset diff and change changes and return decision-ready change signals. Compare two Apify datasets or inline snapshots and explain added, removed, and changed records plus field-level change frequencies.
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Dataset Freshness & SLA Compliance Monitor
Use this Actor to monitor dataset freshness and sla compliance changes and return decision-ready change signals. Measure dataset recency against a timestamp field and enforce freshness, minimum-volume, and recent-item SLA thresholds for scheduled pipelines.
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Dataset PII & Sensitive Data Exposure Scanner
Use this Actor to analyze dataset pii and sensitive data exposure and return decision-ready structured signals. Scan Apify datasets for likely personal or sensitive data patterns and return masked, field-level exposure evidence for privacy and pipeline controls.
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Dataset Schema Drift & Contract Monitor
Use this Actor to monitor dataset schema drift and contract changes and return decision-ready change signals. Detect top-level field additions, removals, and type changes in Apify datasets with deterministic schema fingerprints and optional pipeline stopping.
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Domain Registration Brand Infringement Intelligence
Use this Actor to analyze domain registration brand infringement and return decision-ready structured signals. Detect newly observed domains that resemble protected brands and rank registration, WHOIS and DNS risk signals.
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Employer Hiring Concentration Risk Intelligence
Use this Actor to analyze employer hiring concentration risk and return decision-ready structured signals. Turn recurring job datasets into employer concentration risk across roles, locations and hiring clusters.
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EU AI Act GPAI Compliance & Enforcement Intelligence
Use this Actor to analyze eu ai act gpai compliance and enforcement and return decision-ready structured signals. Track EU AI Act and GPAI obligations, enforcement signals and implementation changes, then rank compliance impact, deadlines and escalation priorities.
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Facebook Ads Creative & Offer Intelligence
Use this Actor to analyze facebook ads creative and offer and return decision-ready structured signals. Turn Meta Ads Library exports into creative, offer, CTA, landing-page and fatigue intelligence with snapshot tracking.
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Facebook Brand Content & Momentum Intelligence
Use this Actor to analyze facebook brand content and momentum and return decision-ready structured signals. Analyze Facebook page and post exports for content momentum, engagement quality, topic shifts and competitive brand signals.
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FDA Drug Safety Signal Intelligence Monitor
Use this Actor to monitor fda drug safety signal changes and return decision-ready change signals. Monitor openFDA FAERS report volume, serious/death shares, reaction composition and changes over time for drug watchlists, with persistent state and explicit non-causal safety interpretation.
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FDA Recall Supplier Exposure Intelligence
Use this Actor to analyze fda recall supplier exposure and return decision-ready structured signals. Turn FDA recall datasets into recalling-firm concentration, Class I exposure, distribution breadth and supplier-risk signals.
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Federal Register Regulatory Change Intelligence Monitor
Use this Actor to monitor federal register regulatory change changes and return decision-ready change signals. Monitor Federal Register topics for new or updated regulatory documents, rank materiality, persist state between runs, and return decision-ready change intelligence rather than a raw docume
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Foreclosure Filing Acceleration Intelligence
Use this Actor to analyze foreclosure filing acceleration and return decision-ready structured signals. Turn foreclosure and court-record snapshots into property, lender and geography-level filing acceleration and distress intelligence.
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Form D Fundraising Velocity Intelligence
Use this Actor to analyze form d fundraising velocity and return decision-ready structured signals. Turn SEC Form D snapshots into issuer-level fundraising velocity, new-offering and capital-formation momentum intelligence.
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Google Maps Lead Enrichment & ICP Intelligence
Use this Actor to analyze google maps lead enrichment and icp and return decision-ready structured signals. Find Google Maps businesses and turn them into decision-ready B2B leads with contactability, ICP fit, reputation, change signals and agent actions in one workflow.
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Google Maps Market White-Space & Expansion Intelligence
Use this Actor to analyze google maps market white-space and expansion and return decision-ready structured signals. Map local competitors by query and location, quantify saturation, rank white-space opportunities and track market-entry changes from Google Maps data.
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Google Maps Review Drift & Reputation Intelligence
Use this Actor to monitor google maps review drift and reputation changes and return decision-ready change signals. Analyze Google Maps review datasets to detect rating drift, negative-review acceleration, reputation risk and competitor review momentum.
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Google Maps Scraper & Local Business Intelligence Agent
Use this Actor to extract google maps scraper and local business into clean structured results for automation and AI workflows. Scrape Google Maps businesses, enrich public contacts, rank commercial opportunities, compare snapshots, and produce agent-ready local market intelligence.
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Google News Competitive Event Intelligence
Use this Actor to analyze google news competitive event and return decision-ready structured signals. Convert Google News exports into company-event relevance, narrative velocity, competitor impact and alert-ready intelligence.
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Google Search B2B Lead & Website Enrichment Intelligence
Use this Actor to analyze google search b2b lead and website enrichment and return decision-ready structured signals. Turn Google Search results into prioritized B2B prospects with domain, website metadata, public contact signals, relevance scoring and snapshot change tracking.
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Google SERP Share-of-Voice & AI Visibility Intelligence
Use this Actor to analyze google serp share-of-voice and ai visibility and return decision-ready structured signals. Scrape Google results or analyze SERP datasets to measure domain share-of-voice, rank movement, result-type visibility and competitor opportunity by query.
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Google Trends Breakout Demand Intelligence
Use this Actor to analyze google trends breakout demand and return decision-ready structured signals. Turn Google Trends exports into breakout, acceleration, seasonality and regional-demand intelligence with repeatable scores.
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Hiring Demand & Workforce Intelligence Agent
Use this Actor to analyze hiring demand and workforce and return decision-ready structured signals. Turn LinkedIn, Indeed and other job listing datasets into hiring velocity, role demand, geography and company-expansion intelligence.
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Hospital Price Transparency Drift Intelligence
Use this Actor to monitor hospital price transparency drift changes and return decision-ready change signals. Turn hospital machine-readable price datasets into payer spread, negotiated-rate drift, outlier and repricing signals.
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HTML Accessibility Essentials Auditor
Use this Actor to audit html accessibility essentials and return structured issues, scores, and remediation signals. Audit essential server-rendered HTML accessibility signals including language, headings, image alternatives, form labels, landmarks and document metadata.
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HTTP Cache, CDN & Compression Performance Auditor
Use this Actor to audit http cache, cdn and compression performance and return structured issues, scores, and remediation signals. Audit public URLs for cache policy, validators, compression, CDN signals, delivery drift and deployment regressions with structured remediation actions.
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Instagram Content Gap & Creative Momentum Intelligence
Use this Actor to analyze instagram content gap and creative momentum and return decision-ready structured signals. Analyze Instagram posts and Reels for creative momentum, hook themes, engagement velocity, content gaps and competitor changes instead of stopping at raw extraction.
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Instagram Creator Brand Fit & Authenticity Intelligence
Use this Actor to analyze instagram creator brand fit and authenticity and return decision-ready structured signals. Turn Instagram profile and content exports into creator quality, brand-fit, engagement-health and sponsorship-priority intelligence with snapshot tracking.
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Instagram Reels Creative & Trend Intelligence
Use this Actor to analyze instagram reels creative and trend and return decision-ready structured signals. Analyze Instagram Reel datasets to detect breakout creatives, engagement momentum, viral velocity and recurring competitor trend signals.
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JD.com Product, Seller & Price Intelligence
Use this Actor to analyze jd.com product, seller and price and return decision-ready structured signals. Monitor JD.com SKUs with product, seller, price, availability, snapshot deltas and decision-ready price intelligence.
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JSON-LD Rich Result & Schema Drift Auditor
Use this Actor to audit json-ld rich result and schema drift and return structured issues, scores, and remediation signals. Audit JSON-LD for rich-result readiness, schema coverage, semantic drift and regressions with fingerprints, release gates and structured remediation actions.
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Layoff-to-Hiring Reversal Intelligence
Use this Actor to analyze layoff-to-hiring reversal and return decision-ready structured signals. Combine layoff and hiring datasets to detect company workforce reversals, recovery and renewed contraction.
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LinkedIn Buyer Committee & Decision-Maker Intelligence
Use this Actor to analyze linkedin buyer committee and decision-maker and return decision-ready structured signals. Convert LinkedIn people and employee exports into buyer committees, role fit, influence, contactability and account-priority signals.
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LinkedIn Employee Movement & Workforce Intelligence
Use this Actor to analyze linkedin employee movement and workforce and return decision-ready structured signals. Analyze current and previous public LinkedIn employee datasets to detect hires, departures, role changes and workforce expansion signals.
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LinkedIn Profile Post Competitor Intelligence
Use this Actor to analyze linkedin profile post competitor and return decision-ready structured signals. Analyze LinkedIn profile post datasets to track publishing cadence, engagement momentum, breakout posts and competitor content changes.
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LLM Model Pricing, Deprecation & Migration Intelligence
Use this Actor to analyze llm model pricing, deprecation and migration and return decision-ready structured signals. Track model pricing, deprecations, context and availability changes across AI providers, then rank migration risk, cost impact and replacement priorities.
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MCP Tool Trust, Permission & Schema Drift Intelligence
Use this Actor to monitor mcp tool trust, permission and schema drift changes and return decision-ready change signals. Compare MCP tool snapshots for permission expansion, schema drift and poisoning signals, then emit trust scores and ALLOW, REVIEW or BLOCK actions.
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MQL5 Market Intelligence
Use this Actor to analyze mql5 market and return decision-ready structured signals. Extract structured public MT4/MT5 Market product listings for pricing, competitor, niche, and product research, including prices, ratings, reviews, authors, and listing positions when available.
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Multifamily Rent Concession Drift Intelligence
Use this Actor to monitor multifamily rent concession drift changes and return decision-ready change signals. Turn rental-listing snapshots into property and market-level concession expansion, effective-rent pressure and leasing weakness intelligence.
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OpenAPI Contract & Breaking Change Monitor
Use this Actor to monitor openapi contract and breaking change changes and return decision-ready change signals. Compare OpenAPI specifications and identify removed paths, methods, parameters, responses, and required-field changes before clients break.
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Pinduoduo Product, Price & Seller Intelligence
Use this Actor to analyze pinduoduo product, price and seller and return decision-ready structured signals. Extract Pinduoduo product recommendations with prices, store-level demand signals, price deltas, discount analytics and decision-ready commerce intelligence.
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Product Launch & Delisting Intelligence
Use this Actor to analyze product launch and delisting and return decision-ready structured signals. Detect product launches, removals and assortment shifts from recurring ecommerce catalog datasets.
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Property Assessment Change Intelligence
Use this Actor to monitor property assessment change changes and return decision-ready change signals. Turn assessor snapshots into parcel-level assessed-value jumps, tax-base shifts and reassessment anomaly intelligence.
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Property Tax Lien Distress Intelligence
Use this Actor to analyze property tax lien distress and return decision-ready structured signals. Turn county tax-lien datasets into property-level delinquency acceleration, lien amount and distress-concentration intelligence.
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RAG Pipeline Latency Profiler - SLO & Bottleneck Audit
Profile RAG traces with p50/p90/p95/p99, error rates, SLO breaches, bottleneck ranking and instrumentation gaps across arbitrary retrieval, reranking and generation stages.
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RAG-Ready Website Research & Knowledge Crawler
Use this Actor to extract rag-ready website research and knowledge crawler into clean structured results for automation and AI workflows. Turn public web pages into clean research records with text quality, provenance, fingerprints, chunk-ready content and change signals for RAG and AI-agent pipelin
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Reddit Brand Reputation & Issue Intelligence
Use this Actor to analyze reddit brand reputation and issue and return decision-ready structured signals. Measure Reddit brand reputation, negative-topic acceleration and issue velocity across recurring community datasets.
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Reddit Consumer Pain-Point Intelligence
Use this Actor to analyze reddit consumer pain-point and return decision-ready structured signals. Transform Reddit post and comment exports into recurring pain points, unmet needs, purchase intent and opportunity signals.
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Remote Work Policy Change Intelligence
Measure employer remote, hybrid and onsite policy shifts from recurring job datasets.
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Robots.txt & Sitemap SEO Auditor
Audit robots.txt and XML sitemaps, discover crawl URLs, sample page availability, and flag technical SEO issues in structured output with a simple 0-100 readiness score.
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RSS & Atom Feed Health Auditor
Publishers, podcasts and monitoring teams need deterministic checks for public RSS or Atom feeds, item counts, duplicate links and date metadata.
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Short-Term Rental Regulation Change Intelligence
Turn municipal short-term rental rules into jurisdiction-level licensing, night-cap, restriction and effective-date change intelligence.
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Social Preview Validator - Open Graph & Twitter Cards
Validate Open Graph, Twitter/X card, canonical, and social preview image health for public URLs in bulk, returning structured metadata, issue flags, and a 0-100 QA score.
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Tencent Maps China Local Business Intelligence
Extract public Tencent Maps business listings and turn repeat snapshots into local-market movement signals.
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TikTok Creator Growth & Quality Intelligence
Rank TikTok creators by growth, engagement quality, audience efficiency and repeatable commercial signals using current and previous snapshots.
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TikTok Viral Product & Hashtag Signal Intelligence
Convert TikTok video, hashtag and product mentions into viral acceleration, saturation and opportunity signals for commerce and trend teams.
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TripAdvisor Reputation Gap Intelligence
Compare TripAdvisor entities by rating quality, complaint concentration, review momentum and competitive reputation gaps.
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Universal Web Structured Extraction & Change Intelligence
Crawl public URLs with HTTP-first extraction, emit clean structured page records, fingerprints and field-level change intelligence without requiring custom JavaScript.
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Web Form Security & Privacy Auditor
Inspect public HTML pages for forms, password fields, insecure actions, sensitive GET submissions, and practical web form security and privacy issues.
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Web Response Consistency Auditor
Teams need a cheap way to detect public endpoints whose status, payload fingerprint, ETag or response size changes unexpectedly across repeated requests.
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Website Content Fingerprint & Change Detector
Fingerprint public web pages with SHA-256, compare previous hashes, and capture redirects, response timing, metadata, security headers, and lightweight page-structure signals.
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Website Migration & Redirect Intelligence Agent
Audit redirect chains, expected migration targets, final URLs, canonicals and routing drift with risk scores and agent-ready remediation actions.
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X Brand Narrative & Crisis Momentum Intelligence
Convert X and Twitter exports into narrative velocity, reputational risk and emerging-issue intelligence with deterministic alerts.
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X Creator Influence & Authenticity Intelligence
Rank X creators and profiles by reach, engagement quality, growth, authenticity signals and campaign-fit evidence.
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YouTube Audience Intent & Comment Intelligence
Turn YouTube comment exports into purchase intent, objections, questions, feature demand and audience opportunity signals.
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YouTube Creator Sponsorship & Brand-Fit Intelligence
Score YouTube creators for sponsorship fit using reach, engagement quality, growth and brand-relevance evidence from channel datasets.
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