{ "name": "FastTool Agent Routes", "url": "https://fasttool.app/agent-routes.json", "canonical_domain": "fasttool.app", "last_updated": "2026-06-17", "purpose": "Machine-readable routing hints for AI agents that need fast browser tools, traffic-source classification, answer-engine visibility checks, AI crawler policy, and verified utility workflows.", "default_start": "https://fasttool.app/answer-engine/", "human_hubs": [ "https://fasttool.app/fast-tools/", "https://fasttool.app/ai-agent-tools/", "https://fasttool.app/tool-finder/", "https://fasttool.app/task-library/" ], "agent_visibility_kit": [ { "slug": "ai-traffic-source-classifier", "name": "AI Traffic Source Classifier", "category": "SEO", "intent": "ai traffic source classifier", "url": "https://fasttool.app/tools/ai-traffic-source-classifier/", "input": "Mozilla/5.0 Chrome referrer: direct\nOAI-SearchBot /tools/json-formatter/\nGooglebot /sitemap.xml\nPerplexityBot /ai-agent-tools/\nMozilla/5.0 Chrome referrer: https://www.google.com/", "output": "The report should show counts for likely human, search referral, AI referral, AI search crawler, training crawler, classic crawler, suspicious bot, and unknown direct visits.", "boundary": "Not for legal bot forensics, fraud proof, ad-billing disputes, security enforcement, or replacing raw Cloudflare, server, and analytics logs." }, { "slug": "agent-output-evaluator", "name": "Agent Output Evaluator", "category": "Productivity", "intent": "agent output evaluator", "url": "https://fasttool.app/tools/agent-output-evaluator/", "input": "Task: fix PageSpeed issues. Final answer: all fixed. Evidence: Lighthouse mobile 98, desktop 100, deployed URL, remaining Cloudflare warning. Acceptance tests: mobile performance above 95, accessibility 100, no syntax errors.", "output": "The evaluator should return pass, review, or fail with missing evidence, unsupported claims, stop-rule violations, acceptance-test status, and a copyable remediation prompt.", "boundary": "Not for legal audit certification, regulated compliance sign-off, security approval, medical or financial decisions, or verifying files and accounts it cannot inspect." }, { "slug": "ai-agent-page-auditor", "name": "AI Agent Page Auditor", "category": "SEO", "intent": "ai agent page auditor", "url": "https://fasttool.app/tools/ai-agent-page-auditor/", "input": "Task: choose the best PDF compressor. Paste a page title, visible copy, buttons, form labels, headings, and sample output.", "output": "The report should score direct answer clarity, agent action path, accessibility labels, trust boundaries, proof blocks, and machine-readable routes.", "boundary": "Not for guaranteed Google ranking, live crawl logs, security certification, or proving how a private AI system will rank a page." }, { "slug": "ai-crawler-policy-builder", "name": "AI Crawler Policy Builder", "category": "SEO", "intent": "ai crawler policy builder", "url": "https://fasttool.app/tools/ai-crawler-policy-builder/", "input": "Goal: allow AI search visibility but block training reuse. Site sections: /tools/, /private/, /api/.", "output": "The builder should output robots.txt rules, allowed bots, blocked bots, Cloudflare policy notes, and a human-readable decision memo.", "boundary": "Not for legal advice, pay-per-crawl negotiation, bot authentication, WAF enforcement, or guarantees that every crawler obeys robots.txt." }, { "slug": "query-fanout-simulator", "name": "Query Fan-Out Simulator", "category": "SEO", "intent": "query fan-out simulator", "url": "https://fasttool.app/tools/query-fanout-simulator/", "input": "Seed query: best free PDF compressor. Audience: small business user. Page type: browser tool page.", "output": "The simulator should produce subquery clusters, missing content blocks, title ideas, proof checks, and related FastTool routes.", "boundary": "Not for scraping live Google results, predicting exact AI Overview citations, or replacing Search Console and real ranking data." }, { "slug": "ai-citation-readiness-checker", "name": "AI Citation Readiness Checker", "category": "SEO", "intent": "ai citation readiness checker", "url": "https://fasttool.app/tools/ai-citation-readiness-checker/", "input": "Question: how do I allow AI search bots but block AI training bots? Paste the visible draft page and source notes.", "output": "The checker should score answerability, sourceability, originality, entity clarity, limitations, dates, and copyable citation-ready passages.", "boundary": "Not for guaranteed chatbot citations, legal compliance, journalism fact checking, or publishing regulated advice without expert review." }, { "slug": "aio-visibility-scorer", "name": "AI Overview Visibility Scorer", "category": "SEO", "intent": "ai overview visibility scorer", "url": "https://fasttool.app/tools/aio-visibility-scorer/", "input": "Query: best browser PDF compressor. Paste a draft page with title, headings, FAQ, update date, citations, and clear steps.", "output": "The score should separate answer clarity, entity coverage, structure, sourceability, and freshness, then list the highest-impact fixes.", "boundary": "Not for guaranteed AI Overview ranking, live Search Console reporting, legal SEO guarantees, or scraping private search results." }, { "slug": "llm-ready-content-scorer", "name": "LLM-Ready Content Scorer", "category": "SEO", "intent": "llm-ready content scorer", "url": "https://fasttool.app/tools/llm-ready-content-scorer/", "input": "Target question: how do I compress a PDF under 10 MB? Paste a draft help page with steps, limits, examples, and source notes.", "output": "The report should show LLM readiness, weak sections, missing trust signals, and practical edits that make the text easier to retrieve and cite.", "boundary": "Not for guaranteed chatbot citations, medical/legal/financial authority, or automatic publishing without editorial review." }, { "slug": "eeat-audit-scorecard", "name": "E-E-A-T Audit Scorecard", "category": "SEO", "intent": "e-e-a-t audit scorecard", "url": "https://fasttool.app/tools/eeat-audit-scorecard/", "input": "Paste a health, finance, product review, or tool page with author details, dates, citations, schema, and limitations.", "output": "The scorecard should produce an A-F grade, E/E/A/T sub-scores, missing trust signals, and prioritized fixes.", "boundary": "Not for guaranteeing rankings, AdSense approval, legal compliance, medical review, or reputation scoring." }, { "slug": "schema-visual-builder", "name": "Schema Visual Builder", "category": "SEO", "intent": "schema visual builder", "url": "https://fasttool.app/tools/schema-visual-builder/", "input": "Type: SoftwareApplication. Name: FastTool. URL, description, author, price, and category filled in.", "output": "The builder should output valid JSON-LD, script tag copy, required-field warnings, and schema type notes.", "boundary": "Not for guaranteed rich results, spam markup, fake reviews, or markup that contradicts visible page content." }, { "slug": "serp-pixel-ruler", "name": "SERP Pixel Ruler", "category": "SEO", "intent": "serp pixel ruler", "url": "https://fasttool.app/tools/serp-pixel-ruler/", "input": "Title: Fast Tools Online and AI Agent Tools | FastTool. Description: Fast browser tools with sample input, expected output, and proof checks.", "output": "The preview should show desktop and mobile title or description risk with copyable rewrite guidance.", "boundary": "Not for guaranteed Google display, live SERP scraping, ranking prediction, or regulated advertising approval." }, { "slug": "internal-link-graph-builder", "name": "Internal Link Graph Builder", "category": "SEO", "intent": "internal link graph builder", "url": "https://fasttool.app/tools/internal-link-graph-builder/", "input": "https://fasttool.app/|https://fasttool.app/ai-agent-tools/\nhttps://fasttool.app/ai-agent-tools/|https://fasttool.app/tools/ai-crawler-policy-builder/", "output": "The report should identify hubs, orphan-like URLs, cluster balance, and routes needing stronger links.", "boundary": "Not for full enterprise crawling, JavaScript-rendered link discovery, PageRank guarantees, or backlink analysis." }, { "slug": "keyword-cannibalization-detector", "name": "Keyword Cannibalization Detector", "category": "SEO", "intent": "keyword cannibalization detector", "url": "https://fasttool.app/tools/keyword-cannibalization-detector/", "input": "fast tools|/fast-tools/\nfree online tools|/best-free-tools/\nai agent tools|/ai-agent-tools/", "output": "The report should flag likely overlap, suggest primary URLs, and recommend merge, redirect, or differentiation actions.", "boundary": "Not for live ranking diagnosis, private Search Console analysis, backlink scoring, or guaranteed canonical selection." }, { "slug": "prompt-injection-scanner", "name": "Prompt Injection Scanner", "category": "Security", "intent": "prompt injection scanner", "url": "https://fasttool.app/tools/prompt-injection-scanner/", "input": "Paste a sample support ticket, retrieved document, or tool output that includes instructions trying to override previous rules.", "output": "The scanner should flag override attempts, secret-exfiltration language, tool-control language, and hidden-character risks with a risk band.", "boundary": "Not for full security review, malware analysis, bypassing safeguards, or approving production agent architectures by itself." }, { "slug": "ai-hallucination-likelihood-scorer", "name": "AI Hallucination Likelihood Scorer", "category": "Developer", "intent": "ai hallucination likelihood scorer", "url": "https://fasttool.app/tools/ai-hallucination-likelihood-scorer/", "input": "Prompt: summarize a product launch. Answer: includes dates, named people, prices, claims, and no citations.", "output": "The report should show a 0-100 risk score, signal breakdown, risky claims, and what needs verification before publishing.", "boundary": "Not for legal fact checking, medical review, financial due diligence, plagiarism judgment, or proving whether an answer is true." }, { "slug": "prompt-ab-tester", "name": "Prompt A/B Tester", "category": "Developer", "intent": "prompt a/b tester", "url": "https://fasttool.app/tools/prompt-ab-tester/", "input": "Add two to five prompt variants for the same task, including one vague prompt and one structured prompt.", "output": "The ranked report should show winner, score deltas, ambiguity flags, token estimate, and exact edits to improve weak variants.", "boundary": "Not for guaranteed model performance, benchmark publication, or replacing live evals with real expected answers." }, { "slug": "system-prompt-optimizer", "name": "System Prompt Optimizer", "category": "Developer", "intent": "system prompt optimizer", "url": "https://fasttool.app/tools/system-prompt-optimizer/", "input": "Paste a long assistant system prompt with repeated rules, vague role text, and no output format.", "output": "The optimizer should return before/after token estimates, clarity score, missing pieces, and a cleaner prompt skeleton.", "boundary": "Not for bypassing safety systems, generating hidden policies, or guaranteeing model behavior in production." }, { "slug": "agent-task-contract-studio", "name": "Agent Task Contract Studio", "category": "Productivity", "intent": "agent task contract studio", "url": "https://fasttool.app/tools/agent-task-contract-studio/", "input": "Goal: inspect a website and produce a publishing checklist. Constraints: no login, do not change files, cite pages checked.", "output": "The studio should output copyable Markdown and JSON contracts with done criteria, evidence requirements, and escalation rules.", "boundary": "Not for autonomous high-risk actions, bypassing account permissions, hidden monitoring, legal instructions, or medical and financial decisions." }, { "slug": "botsitting-cost-calculator", "name": "Botsitting Cost Calculator", "category": "Productivity", "intent": "botsitting cost calculator", "url": "https://fasttool.app/tools/botsitting-cost-calculator/", "input": "Manual task: 45 minutes. AI draft: 8 minutes. Review: 12 minutes. Reruns: 2. Error risk: 6%. Hourly rate: 65.", "output": "The calculator should show net saved time, supervision cost, break-even point, risk-adjusted ROI, and whether to automate, assist, or keep manual.", "boundary": "Not for financial advice, guaranteed productivity claims, staffing decisions by itself, or enterprise procurement without real operational data." }, { "slug": "context-window-budgeter", "name": "Context Window Budgeter", "category": "Developer", "intent": "context window budgeter", "url": "https://fasttool.app/tools/context-window-budgeter/", "input": "Model window: 128k. System: 1800 tokens. 24 turns at 900 user and 1200 assistant tokens. 12 retrieved chunks at 700 tokens.", "output": "The budget should show used tokens, remaining tokens, pressure level, estimated safe turns, and what to summarize or remove first.", "boundary": "Not for exact vendor billing, tokenizer-perfect counts, contract pricing, or regulated capacity planning." }, { "slug": "api-rate-limit-calculator", "name": "API Rate Limit Calculator", "category": "Developer", "intent": "api rate limit calculator", "url": "https://fasttool.app/tools/api-rate-limit-calculator/", "input": "Limit: 1200 requests per minute. Average: 14 rps. Peak: 38 rps. Latency: 300 ms. Burst: 250 requests.", "output": "The result should show utilization, 429 risk, safe throughput, queue depth, and retry schedule with jitter guidance.", "boundary": "Not for SLA guarantees, vendor billing, distributed systems certification, or production capacity planning without logs." }, { "slug": "llm-output-schema-extractor", "name": "LLM Output Schema Extractor", "category": "Developer", "intent": "llm output schema extractor", "url": "https://fasttool.app/tools/llm-output-schema-extractor/", "input": "Paste an array of three LLM JSON objects with status, priority, tags, owner, and nested metrics.", "output": "The tool should infer field types, required properties, enum candidates, array item schemas, and copyable JSON Schema.", "boundary": "Not for validating untrusted production contracts, security schema review, or replacing tests around a real API." }, { "slug": "rag-chunk-quality-scorer", "name": "RAG Chunk Quality Scorer", "category": "AI", "intent": "rag chunk quality scorer", "url": "https://fasttool.app/tools/rag-chunk-quality-scorer/", "input": "Paste a product doc with headings, steps, examples, and one target query such as reset API key or export invoice PDF.", "output": "The report should show average chunk score, best chunk, query coverage, risky chunks, and a compact chunk table.", "boundary": "Not for confidential corpora on untrusted devices, legal discovery, medical records, or production RAG evaluation by itself." }, { "slug": "embedding-similarity-explorer", "name": "Embedding Similarity Explorer", "category": "Developer", "intent": "embedding similarity explorer", "url": "https://fasttool.app/tools/embedding-similarity-explorer/", "input": "Paste five knowledge-base snippets separated by --- including two near duplicates and one unrelated section.", "output": "The matrix should show most similar pair, most distant pair, duplicate risk, and a copyable CSV similarity table.", "boundary": "Not for confidential corpora on untrusted devices, legal discovery, or replacing production embedding evaluation." } ], "high_demand_routes": [ { "intent": "ai traffic reality kit for gsc analytics bots and direct traffic", "url": "https://fasttool.app/kits/ai-traffic-reality-kit/", "output": "workflow kit for separating Search Console clicks, analytics visits, direct traffic, AI crawlers, training bots, suspicious bots, and likely humans" }, { "intent": "prompt rag quality kit for agent workflows", "url": "https://fasttool.app/kits/prompt-rag-quality-kit/", "output": "workflow kit for prompt injection, RAG chunk quality, embedding similarity, output schema, context budget, and hallucination risk checks" }, { "intent": "check ai bot traffic before seo decisions", "url": "https://fasttool.app/finish/check-ai-bot-traffic-before-seo-decisions/", "output": "safe sample, expected output, proof checks, and traffic reality run sheet before changing SEO strategy" }, { "intent": "verify ai agent work before accepting", "url": "https://fasttool.app/finish/verify-ai-agent-work-before-accepting/", "output": "acceptance-test verdict, missing evidence, unsupported claims, stop-rule risk, residual risk, and remediation prompt" }, { "intent": "prepare rag chunks before indexing", "url": "https://fasttool.app/finish/prepare-rag-chunks-before-indexing/", "output": "RAG chunk quality, prompt injection, schema, context pressure, similarity, and hallucination risk proof checks" }, { "intent": "why is gsc lower than analytics or direct traffic", "url": "https://fasttool.app/tools/ai-traffic-source-classifier/", "output": "separate Search Console clicks, likely human rows, direct or unknown visits, AI crawlers, and suspicious bots" }, { "intent": "verify if ai agent work is actually done", "url": "https://fasttool.app/tools/agent-output-evaluator/", "output": "pass, review, or fail verdict with missing evidence, acceptance-test coverage, stop-rule risks, and remediation prompt" }, { "intent": "is my website traffic human or bots", "url": "https://fasttool.app/tools/ai-traffic-source-classifier/", "output": "traffic-source bucket counts, likely human estimate, AI crawler separation, and next checks" }, { "intent": "fast online tools no signup", "url": "https://fasttool.app/fast-tools/", "output": "curated route to reviewed FastTool workflows" }, { "intent": "find the best tool for a task", "url": "https://fasttool.app/tool-finder/", "output": "recommended starting tool, expected output, checks, and caution notes" }, { "intent": "ask a utility task and get a route", "url": "https://fasttool.app/answer-engine/", "output": "reviewed route, sample input, expected output, and proof checks" }, { "intent": "verify a finished utility job", "url": "https://fasttool.app/proof-pack-builder/", "output": "copyable proof pack with before/after metrics and acceptance checks" } ], "caution": "FastTool routes are practical workflow aids. They do not guarantee search ranking, AI citations, legal compliance, medical decisions, financial advice, bot forensics, or third-party platform approval." }