apify
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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AI Agent & RAG Operations
Optimize agent tools, RAG latency, LLM discovery and machine-readable workflows for autonomous systems.
The problem
AI agents need structured tools and decision-grade outputs, not another pile of unranked JSON.
The outcome
Reduce downstream reasoning work with explicit scores, confidence, baselines and GO/WARN/BLOCK decisions.
How QuantMatrix approaches it
QuantMatrix favors recurring, auditable workflows: collect evidence, compare against a prior state where appropriate, calculate a decision-grade signal, expose confidence and recommend the next action. The delivery channel can then match the buyer: Apify for automation and agents, RapidAPI for API consumption, or Atlassian for Jira/JSM/Confluence workflows.
Verified products
apify
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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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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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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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 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 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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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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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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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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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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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.
View productCataloged products awaiting marketplace-link verification
These are kept out of search indexing at product-page level until the external listing is verified.
atlassian
QuantMatrix Escalation Coverage Auditor
App: QuantMatrix Escalation Coverage Auditor for JSM
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QuantMatrix Runbook Coverage Gap
Find operational incident categories that lack linked runbook or knowledge evidence before the next incident.
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Biomedical Evidence & PubMed Research Intelligence
PubMed evidence discovery with query counts, ranked PMIDs and evidence-density signals for research, monitoring and AI agents.
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FDA Drug Safety & Adverse Event Intelligence
openFDA drug adverse-event, recall and safety intelligence for pharmacovigilance, clinical research, healthcare analytics, compliance and AI workflows.
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SEC Corporate Events & Insider Intelligence
SEC EDGAR event intelligence for 8-K material events, Form 4 insider activity, 13D/13G ownership signals and filing timelines for investors, research and AI agents.
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