{"source_tiers":[{"tier":1,"name":"Primary documentation","description":"Official product, API, security and pricing documentation, technical specifications, regulatory filings.","base_confidence":90,"source_types":["official_documentation","api_documentation","security_documentation","official_pricing","regulatory_filing","technical_specification"]},{"tier":2,"name":"Official communication","description":"Vendor press releases, official announcements, investor materials.","base_confidence":75,"source_types":["press_release","official_announcement","investor_material"]},{"tier":3,"name":"Independent reporting","description":"Established analysts, reputable industry media, research firms.","base_confidence":60,"source_types":["analyst_report","industry_media","research_firm"]},{"tier":4,"name":"Practitioner accounts","description":"Customer references, implementation partners, public interviews.","base_confidence":45,"source_types":["customer_reference","implementation_partner","interview"]},{"tier":5,"name":"Community signal","description":"Forums, social media, community discussion.","base_confidence":25,"source_types":["forum","social_media","community"]}],"page_quality_weights":{"search_demand":{"weight":20,"label":"Search demand","description":"How often the subject of the page is searched for."},"data_completeness":{"weight":20,"label":"Data completeness","description":"The share of core attributes for this kind of subject that we have researched; an attribute we looked for and did not find counts half."},"own_data":{"weight":20,"label":"Own data","description":"Whether the page rests on facts we read ourselves rather than on what other directories publish."},"evidence_density":{"weight":15,"label":"Evidence density","description":"Of the documented attributes, the share resting on primary documentation or on two independent sources."},"commercial_intent":{"weight":10,"label":"Commercial intent","description":"How close the page type stands to a buying decision; a comparison or a pricing page scores full, a news page low."},"freshness":{"weight":10,"label":"Freshness","description":"How recently the facts on the page were last checked: full today, nothing after a year, linear in between."},"uniqueness":{"weight":5,"label":"Uniqueness","description":"Whether the page says something no other page here says."}},"index_threshold":55,"price_history":{"minimum_observations":4,"minimum_span_share_of_window":0.3,"baseline_windows_in_order":[90,30,365],"levels":[{"key":"well_below","from":0.2,"label":"Well below the usual price"},{"key":"below","from":0.1,"label":"Below the usual price"},{"key":"slightly_below","from":0.03,"label":"Slightly below the usual price"}],"rule":"Without enough history no discount is stated at all. A starting price never founds one."},"unmeasured_components":"A component we cannot measure is removed from numerator and denominator, never counted as zero.","page_gates":{"rule":"A page type publishes only when every condition below is counted AND met. A condition that could not be counted puts the page in a third state, not assessable: neither met nor failed, kept out of the index and counted apart from pages that fail a condition.","target_pages_total":40000,"types":[{"page_type":"product","label":"Product page","target_pages":10000,"conditions":[{"requirement":"at least 8 documented core facts","minimum":8,"reason":"Below that a page is a stub with a name on it. Eight is the point at which a comparison table has more filled cells than empty ones."},{"requirement":"at least 2 distinct source documents","minimum":2,"reason":"One source is a claim, two are a cross-check."}]},{"page_type":"compare","label":"Comparison page","target_pages":10000,"conditions":[{"requirement":"at least 6 criteria documented on both sides","minimum":6,"reason":"A comparison that can only compare a name and a price is not a comparison."},{"requirement":"at least 3 documented differences","minimum":3,"reason":"Two products that differ in nothing we measured do not need a page of their own."}]},{"page_type":"pricing","label":"Pricing page","target_pages":5000,"conditions":[{"requirement":"a current price with currency, unit and date","minimum":1,"reason":"A pricing page without an observation says \"not recorded\" on every line. That is honest and it is not a page anyone should land on."}]},{"page_type":"alternatives","label":"Alternatives page","target_pages":4000,"conditions":[{"requirement":"at least 5 alternatives documented by a source","minimum":5,"reason":"Fewer than five alternatives is a list, not a choice. And a category neighbour is our inference, never a candidate: counting it would let a page that says \"no documented alternatives yet\" pass a gate that asks for five of them."}]},{"page_type":"integration","label":"Integration page","target_pages":3000,"conditions":[{"requirement":"at least one integration documented by one of the two sides","minimum":1,"reason":"Everything else would be a page about integrations we have not found."}]},{"page_type":"vendor","label":"Vendor page","target_pages":3000,"conditions":[{"requirement":"at least one product with substance","minimum":1,"reason":"A vendor page whose products say nothing says nothing."}]},{"page_type":"security","label":"Security and compliance page","target_pages":1500,"conditions":[{"requirement":"at least 3 documented security or compliance facts","minimum":3,"reason":"A security page whose every line reads \"no evidence found\" invites exactly the misreading this house forbids: absence of evidence read as evidence of absence."}]},{"page_type":"changes","label":"Change history page","target_pages":1500,"conditions":[{"requirement":"at least one substantive change event","minimum":1,"reason":"A timeline whose only entry is \"we first looked here\" is a statement about us, not about the product."}]},{"page_type":"research","label":"Market map and buying guide","target_pages":1200,"conditions":[]},{"page_type":"category","label":"Category page","target_pages":800,"conditions":[{"requirement":"at least 10 products with substance","minimum":10,"reason":"A category with three products is a search result, not an overview."},{"requirement":"at least 6 filters that actually separate the products","minimum":6,"reason":"A filter on an attribute nobody in the category has documented separates nothing."}]},{"page_type":"agent","label":"AI agent page","target_pages":0,"conditions":[{"requirement":"at least 1 documented agent capability","minimum":1,"reason":"The one thing an agent page exists to answer is what the agent does on its own. Am 04.09.2026 live gemessen: All four indexed agent pages left exactly that unassessed and consisted of general security facts that the product page already carries. A page that answers every question except its own is a duplicate with a different heading."}]}]},"extraction_precision":{"measured":true,"file":"2026-09-02-praezision-lauf6.json","drawn_on":"2026-09-02","run":6,"sample_size":100,"overall_precision":0.71,"correct":71,"incorrect":29,"per_reader":[{"reader":"muster:\\bfinancial services\\b(?! limited| ltd| llc| inc| uab| gmbh| ag\\b| sa\\b| s\\.a\\.| b\\.v\\.| pty| oy\\b| ab\\b| corp| corporation| company| co\\.| bank| plc| holdings| group| authority| commission| act\\b| regulatory)","attributes":["industry_financial_services"],"sample_size":10,"decided":10,"precision":0.7},{"reader":"muster:\\bhealth\\s?care\\b","attributes":["industry_healthcare"],"sample_size":9,"decided":9,"precision":0.778},{"reader":"muster:\\bretail\\b(?! (?:price|value|prices|banking|stores?|locations?|partners?|chain)\\b)","attributes":["industry_retail"],"sample_size":7,"decided":7,"precision":0.857},{"reader":"muster:\\bmanufactur(?:ing|ers?)\\b","attributes":["industry_manufacturing"],"sample_size":6,"decided":6,"precision":0.833},{"reader":"muster:\\bsmall business(?:es)?\\b","attributes":["use_case_small_business"],"sample_size":6,"decided":6,"precision":0.667},{"reader":"muster:(?