{
  "schemaVersion": 1,
  "study": {
    "publisher": "Webappski",
    "funding": "Funded and conducted by Webappski, which sells AEO services",
    "observedAt": "2026-07-31",
    "publishedAt": "2026-08-12",
    "unit": "one query-surface response cell",
    "scope": "descriptive dated snapshot only"
  },
  "queryPanels": {
    "EN": [1, 2, 3, 4, 5, 6, 7],
    "PL": [8, 11, 14, 17, 20, 23, 26, 29, 32, 35, 38, 41, 44, 47, 50, 55],
    "DE": [9, 12, 15, 18, 21, 24, 27, 30, 33, 36, 39, 42, 45, 48, 51, 53],
    "RU": [10, 13, 16, 19, 22, 25, 28, 31, 34, 37, 40, 43, 46, 49, 52, 54, 56]
  },
  "totals": {
    "queries": 56,
    "surfacesPerQuery": 3,
    "cells": 168,
    "webappskiMentions": 4,
    "errors": 0,
    "reportedCitationCount": 1595,
    "canonicalUrlEntries": 1362,
    "globallyUniqueCanonicalUrls": 796,
    "cellsWithoutCanonicalUrl": 6,
    "cellsWhereCitationFieldsDisagree": 81
  },
  "languagePanels": {
    "EN": {"queries": 7, "cells": 21, "webappskiMentions": 0, "canonicalUrlEntries": 179, "topCanonicalHosts": [{"host": "clutch.co", "entries": 7}, {"host": "ahrefs.com", "entries": 6}, {"host": "omnius.so", "entries": 5}, {"host": "semrush.com", "entries": 5}, {"host": "youtube.com", "entries": 5}]},
    "PL": {"queries": 16, "cells": 48, "webappskiMentions": 1, "canonicalUrlEntries": 385, "topCanonicalHosts": [{"host": "widoczni.com", "entries": 17}, {"host": "primeavenuegroup.com", "entries": 13}, {"host": "agencjawhites.pl", "entries": 12}, {"host": "eactive.pl", "entries": 10}, {"host": "sembility.com", "entries": 10}]},
    "DE": {"queries": 16, "cells": 48, "webappskiMentions": 1, "canonicalUrlEntries": 385, "topCanonicalHosts": [{"host": "suchhelden.de", "entries": 12}, {"host": "searchgptagentur.de", "entries": 10}, {"host": "clutch.co", "entries": 8}, {"host": "semrush.com", "entries": 8}, {"host": "forbes.com", "entries": 7}]},
    "RU": {"queries": 17, "cells": 51, "webappskiMentions": 2, "canonicalUrlEntries": 413, "topCanonicalHosts": [{"host": "sostav.ru", "entries": 39}, {"host": "vc.ru", "entries": 29}, {"host": "clutch.co", "entries": 18}, {"host": "dtf.ru", "entries": 14}, {"host": "youtube.com", "entries": 14}]}
  },
  "surfaces": {
    "ChatGPT": {"collection": "programmatic web-mode response", "cells": 56, "webappskiMentions": 0},
    "Gemini": {"collection": "programmatic grounded web-mode response", "cells": 56, "webappskiMentions": 1},
    "Claude": {"collection": "manually captured web-search response", "cells": 56, "webappskiMentions": 3}
  },
  "positiveCells": [
    {"queryId": "Q26", "languagePanel": "PL", "surface": "Gemini", "query": "najlepsza agencja Answer Engine Optimization dla widoczności w ChatGPT", "citedWebappskiUrl": "https://webappski.com", "recordedPosition": null},
    {"queryId": "Q15", "languagePanel": "DE", "surface": "Claude", "query": "Answer Engine Optimization Berater für B2B-Startups", "citedWebappskiUrl": "https://webappski.com/en/aeo-services", "recordedPosition": null},
    {"queryId": "Q16", "languagePanel": "RU", "surface": "Claude", "query": "консультанты по Answer Engine Optimization (видимость в AI) для B2B-стартапов", "citedWebappskiUrl": "https://webappski.com/en/aeo-services", "recordedPosition": null},
    {"queryId": "Q43", "languagePanel": "RU", "surface": "Claude", "query": "агентство answer engine optimization для B2B SaaS", "citedWebappskiUrl": "https://webappski.com/en/aeo-services", "recordedPosition": 3}
  ],
  "interpretationLimits": [
    "The four panels contain unequal and only partly matched query baskets.",
    "A language panel is not a controlled national-market sample.",
    "One observation per cell cannot establish a trend, statistical significance, causality, a population estimate, or market share.",
    "OpenAI and Gemini rows were collected programmatically; Claude rows were captured manually and are not transport-equivalent.",
    "reportedCitationCount and canonicalUrlEntries are different raw fields and must not be merged or called unique citations."
  ]
}