{"id":579705,"recorded_at":"2026-10-27T23:25:36.130482Z","observed_at":"2026-10-27T23:25:36.130430Z","subject_kind":"endpoint","subject":"eca38e02-56cf-434f-8c4b-59112cf86c8b","kind":"mcp.tools","method":"probe.mcp/1","body":{"count":8,"tools":[{"description":"Pro-tier. Fetch and analyze a web page, then audit it against the Proximens GEO Engine principles across all major GEO dimensions (structured data, crawler access, content depth, freshness, E-E-A-T, multimodal). INPUT: url (required, http/https); optional mode (\"fast\" = quick signal checks, returns in seconds — the default; \"deep\" = a full AI-synthesized consultancy report in Dutch with a 7-dimension scorecard and sector benchmark, takes ~30-50s), client_name (report header), branche_hint (\"main:sub\", e.g. \"health_wellness:yoga_studio\"), max_issues (1-25, default 10). RETURNS: JSON with a 0-100 score, severity-ranked issues (critical/major/minor) each with a finding and an actionable suggestion, top recommendations, and a markdown report; deep mode additionally returns score_set (7 GEO dimensions), sector (benchmark cohort), and a full consultancy-grade report_markdown (deep_mode=\"timeout_fallback\" means the synthesis exceeded its budget and the fast result was returned instead). USE fast mode for quick checks and bulk triage; USE deep mode when you need a client-ready audit report. Free tier is blocked.","inputSchema":{"additionalProperties":false,"properties":{"branche_hint":{"description":"Branche hint in \"main:sub\" format, e.g. \"health_wellness:yoga_studio\". If omitted, principles are matched without branche filter.","type":"string"},"client_name":{"description":"Optional client identifier for the audit report header","type":"string"},"max_issues":{"default":10,"description":"Maximum issues to return (default 10)","maximum":25,"minimum":1,"type":"integer"},"mode":{"default":"fast","description":"fast = quick signal checks (seconds); deep = full AI-synthesized consultancy report with sector benchmark (~30-50s)","enum":["fast","deep"],"type":"string"},"url":{"description":"Target URL to audit","format":"uri","type":"string"}},"required":["url"],"type":"object"},"name":"proximens_geo_audit_url"},{"description":"Pro-tier. Run many GEO-principle searches in a single fast call. INPUT: queries (array of 2-100 natural-language strings, each 3-500 chars); optional top_k_per_query (1-10, default 5) and category filter. RETURNS: JSON with a results array (per query: the query, its matched principles, and a count), plus total_queries, total_matches and processing time. USE WHEN you need many lookups at once, e.g. a full-site audit or a keyword list, instead of repeated search_principles calls.","inputSchema":{"additionalProperties":false,"properties":{"category":{"enum":["technical","structured-data","content","ai-search","freshness","multimodal","user-signals","e-e-a-t","mobile","performance","query-intent","internal-linking","other"],"type":"string"},"queries":{"items":{"maxLength":500,"minLength":3,"type":"string"},"maxItems":100,"minItems":2,"type":"array"},"top_k_per_query":{"default":5,"maximum":10,"minimum":1,"type":"number"}},"required":["queries"],"type":"object"},"name":"proximens_geo_bulk_search"},{"description":"Pro-tier. Fetch two web pages (your URL and a competitor's) and audit both against the Proximens GEO Engine principles using the same audit engine as audit_url, then compute the delta. INPUT: self_url and competitor_url (both required, http/https). RETURNS: JSON with a 0-100 score per URL (same scoring as audit_url), the principles each page satisfies, the principles each page VIOLATES that the other satisfies (delta_principles), and strategic insights on where to close the gap. USE WHEN you want a competitive GEO gap analysis between your page and a rival's.","inputSchema":{"additionalProperties":false,"properties":{"competitor_url":{"description":"Competitor URL to compare against","format":"uri","type":"string"},"self_url":{"description":"Your URL to audit","format":"uri","type":"string"}},"required":["self_url","competitor_url"],"type":"object"},"name":"proximens_geo_compare_urls"},{"description":"Fetch one GEO principle from the Proximens GEO Engine by its UUID. INPUT: id (UUID, normally taken from a prior search_principles result). RETURNS: a single principle as JSON with id, title, summary, category and confidence; Pro/Enterprise tiers additionally return full_text, source_url, source_type, evidence_count and the last-validated timestamp. USE WHEN you already have a principle id and need its full detail — typically to drill down after search_principles.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Principle UUID (from search_principles results)","format":"uuid","type":"string"}},"required":["id"],"type":"object"},"name":"proximens_geo_get_principle"},{"description":"Return live aggregate statistics for the Proximens GEO Engine knowledge base. INPUT: none. RETURNS: JSON with total_principles (high-confidence count), total_categories, and on Pro/Enterprise also extended quality metrics (full corpus size and a confidence_distribution) plus the last-validated timestamp. USE WHEN you need to gauge the size and quality of the corpus before relying on it.","inputSchema":{"additionalProperties":false,"description":"No input parameters","properties":{},"type":"object"},"name":"proximens_geo_get_stats"},{"description":"List the GEO principle taxonomy of the Proximens GEO Engine with a live count of high-confidence principles per category. INPUT: none. RETURNS: JSON with a categories array of {category, count, description} sorted by count, plus a reconciled total that matches get_stats.total_principles. Categories: technical, structured-data, ai-search, content, e-e-a-t, freshness, multimodal, user-signals, performance, query-intent, internal-linking, mobile, other. USE WHEN you want to discover which categories exist before narrowing a search_principles call with the category filter.","inputSchema":{"additionalProperties":false,"description":"No input parameters","properties":{},"type":"object"},"name":"proximens_geo_list_categories"},{"description":"Semantic search over the Proximens GEO Engine: a curated, continuously-updated knowledge base of 4.000+ verified Generative Engine Optimization (GEO/AEO) principles, each graded by a 0-1 confidence score and traceable to a verified source. INPUT: query (natural language, 3-500 chars); optional category (one of 13 GEO categories), top_k (1-25, default 10), min_confidence (0-1, default 0.5). RETURNS: ranked principles as JSON, each with id, title, summary, category, confidence and a relevance score; Pro/Enterprise tiers additionally return full_text and source. USE WHEN you need evidence-backed answers about how AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overviews, Copilot) select, rank and cite web content.","inputSchema":{"additionalProperties":false,"properties":{"category":{"description":"Filter by category (one of 13 GEO categories)","enum":["technical","structured-data","content","ai-search","freshness","multimodal","user-signals","e-e-a-t","mobile","performance","query-intent","internal-linking","other"],"type":"string"},"min_confidence":{"default":0.5,"description":"Minimum confidence score (0-1). Default 0.5 filters noise; raise to 0.8+ for high-confidence claims only","maximum":1,"minimum":0,"type":"number"},"query":{"description":"Natural-language search query (e.g. \"schema markup for local businesses\" or \"how to optimize for ChatGPT citations\")","maxLength":500,"minLength":3,"type":"string"},"top_k":{"default":10,"description":"Number of principles to return (max 25)","maximum":25,"minimum":1,"type":"integer"}},"required":["query"],"type":"object"},"name":"proximens_geo_search_principles"},{"description":"Generate a structured, GEO-optimized content brief for a topic using the Proximens GEO Engine. INPUT: topic (3-200 chars); optional target_branche (one of 7 verticals), word_count_target (300-5000, default 1500) and up to 3 competitor_urls. RETURNS: JSON with a suggested H1 and H2 section structure with key points, the principles the content should address, and (Pro/Enterprise) FAQ suggestions and recommended schema.org markup. USE WHEN you need to brief a writer so a page is built to be cited by AI search engines.","inputSchema":{"additionalProperties":false,"properties":{"competitor_urls":{"items":{"format":"uri","type":"string"},"maxItems":3,"type":"array"},"target_branche":{"enum":["local_services","digital_services","product_commerce","creative_professional","health_wellness","b2b_saas","universal"],"type":"string"},"topic":{"maxLength":200,"minLength":3,"type":"string"},"word_count_target":{"default":1500,"maximum":5000,"minimum":300,"type":"number"}},"required":["topic"],"type":"object"},"name":"proximens_geo_synthesize_brief"}]},"body_sha256":"e120796402d0e408c8cb8a5d7724fe9cd6abe324512e7265837c06f4b457bd59","prev_id":null,"leaf":"0xd8aeb5715f8cfb5b2f93a3f774ee90eff8013f3cedf6a7daadf2ac739c1ae1b3","leaf_text":"{\"body\":\"e120796402d0e408c8cb8a5d7724fe9cd6abe324512e7265837c06f4b457bd59\",\"id\":579705,\"kind\":\"mcp.tools\",\"method\":\"probe.mcp/1\",\"observed_us\":1793143536130430,\"prev\":null,\"subject\":\"eca38e02-56cf-434f-8c4b-59112cf86c8b\",\"subject_kind\":\"endpoint\"}","day":{"day":"2026-10-27","leaves":273461,"root":"0xdd77e5e99da32c3f154180d63e3c3e6fe11e896a2c6896412ef6b5c4bcf7e795","chained":"0x23bb4dfd09f55c15ac3962f53578e02c6114d5bfd9bb451cf8794fb6e2817ef4","anchor_chain":"eip155:5042002","anchor_tx":"0xb2ebd83aafeb765a0ce66e76aefb133ed06606c98038fd56191e2bcd1dcb77b4","anchor_block":69414147},"proof":["0xd8aead27f7c418e4e893754ebfef244b9db10fad2571b703e85e1ee8766c3c35","0xb9ed4d3ed8d921cfcf63cd2d835b57048d73c08e0c9ee03fed2a58c2cc4f7ac3","0x5251ba8da07c21dcb3b4d1c132da55e77b33967db41765398cee509ee1779fa9","0x0c0769b6d754a817c1dcb10405df572fed77a64fcb71c8535a532a3a6392a8b0","0x663c4f462f48adcaecebb0cadaa6a37a45c21a5ba269f77116c1732816614f08","0xa9164fbf19974ba09147410adc4e0647dbb7ec853ffdeee8673717f576ccbce8","0xe88e5ff56ff7cbee49a495e104d5a62d5cba60a77712150d8c7724652a2603f4","0xdbda9d06f14c6999bd8c996ef3198e79e1e42a2d8641fc0f0d3844a3738ea9b3","0x11f7db7aa886b80fff9ef585dab246321de4697929550975a471952e0cfe37cb","0xb53d1c4a76e033644f89ac53f7cf54305fe5dc930aec990b2077c8a49cdfeb26","0x3dca44952a9682a51f9efd327b03aab50a00e491555a6e0d2002b9d4c8a802cd","0x849261a3d4118e022f8782d6166f4778e44fb4b1ae758bb02cd94e56b5df0896","0x13692b463800846f580925c8ea49b43f92b7df3f9e8d32b8a18802640cca3780","0xd59f3e577867f5105dd7f75598f16da8286185e426dfcdafb84e733fde2b2492","0x24e3e2bb8ee1e8d20756de35f0e0c4ec8eb1f193bd2cf3f077ee1f92f211c34d","0x8745bd887f5ce9f7a49558fd2b04cdcd97a05ea9f8a23f62d0e80cb13d328b0f","0xdf1105afdc109de3c09a98fc8a3864159ad964e6f49b635c105a27a1e1f14310","0x2bf8151e5f157dd183b9de6fa00469551932a7a6e3f33a694895000ac9061197","0x9fc354c0ea3efc3f1b6548bb77ea902a50f2c9647647ea61592efce2bd795699"]}