{ "dataset": { "id": "ai-search-readiness-2026-technical-checks", "version": "1.0", "generated": "2026-10-15", "crawl_date": "2026-09-29", "engine_commit": "98996b7", "crawler": "SitequiryBot/1.0", "max_pages_per_site": 20, "aggregate_only": true, "license": "CC BY 4.0", "part_of": "ai-search-readiness-2026", "segments": "By site language (sl, de, en, other) as in the study; a segment under 15 sites is suppressed.", "note": "Site counts from the same convenience sample as the AI search readiness study (well-known sites, mostly Slovenian and German). Up to 20 pages per site, one crawl, one location. A site counts once per check, however many URLs were affected. Not representative of the web." }, "populations": { "completed": { "description": "Sites whose Site Report completed (same 90 sites as the study).", "n": 90 }, "sitemap": { "description": "Completed sites where an XML sitemap was found.", "n": 75 }, "hreflang": { "description": "Completed sites with at least 5 analyzed content pages, at least one of them with hreflang alternates (the study's \"hreflang annotations\" sites).", "n": 31 } }, "metrics": [ { "id": "broken_internal_links", "population": "completed", "definition": "At least one internal link on the analyzed pages leads to a URL that answers 4xx or 5xx. 401, 403, 429, 503 and bot-protection answers are not counted as broken.", "n": 90, "count": 18, "pct": 20, "segments": { "sl": { "n": 33, "count": 11, "pct": 33 }, "de": { "n": 23, "count": 2, "pct": 9 }, "en": { "n": 15, "count": 2, "pct": 13 }, "other": { "n": 19, "count": 3, "pct": 16 } } }, { "id": "internal_links_to_redirects", "population": "completed", "definition": "At least one internal link leads to a URL that redirects (often only http to https or a missing trailing slash).", "n": 90, "count": 67, "pct": 74, "segments": { "sl": { "n": 33, "count": 27, "pct": 82 }, "de": { "n": 23, "count": 17, "pct": 74 }, "en": { "n": 15, "count": 10, "pct": 67 }, "other": { "n": 19, "count": 13, "pct": 68 } } }, { "id": "redirect_chains", "population": "completed", "definition": "At least one checked URL needs two or more redirects before it answers.", "n": 90, "count": 23, "pct": 26, "segments": { "sl": { "n": 33, "count": 10, "pct": 30 }, "de": { "n": 23, "count": 4, "pct": 17 }, "en": { "n": 15, "count": 2, "pct": 13 }, "other": { "n": 19, "count": 7, "pct": 37 } } }, { "id": "client_rendered_pages", "population": "completed", "definition": "At least one analyzed page is a client-rendered shell: the server HTML has no readable content until JavaScript runs.", "n": 90, "count": 5, "pct": 6, "segments": { "sl": { "n": 33, "count": 0, "pct": 0 }, "de": { "n": 23, "count": 0, "pct": 0 }, "en": { "n": 15, "count": 2, "pct": 13 }, "other": { "n": 19, "count": 3, "pct": 16 } } }, { "id": "duplicate_titles", "population": "completed", "definition": "Two or more indexable analyzed pages share the same title.", "n": 90, "count": 16, "pct": 18, "segments": { "sl": { "n": 33, "count": 7, "pct": 21 }, "de": { "n": 23, "count": 3, "pct": 13 }, "en": { "n": 15, "count": 3, "pct": 20 }, "other": { "n": 19, "count": 3, "pct": 16 } } }, { "id": "canonical_to_unusable_url", "population": "completed", "definition": "At least one page names a canonical URL that answers with an error, redirects or is noindex.", "n": 90, "count": 1, "pct": 1, "segments": { "sl": { "n": 33, "count": 1, "pct": 3 }, "de": { "n": 23, "count": 0, "pct": 0 }, "en": { "n": 15, "count": 0, "pct": 0 }, "other": { "n": 19, "count": 0, "pct": 0 } } }, { "id": "noindex_homepage", "population": "completed", "definition": "The homepage carries noindex.", "n": 90, "count": 1, "pct": 1, "segments": { "sl": { "n": 33, "count": 1, "pct": 3 }, "de": { "n": 23, "count": 0, "pct": 0 }, "en": { "n": 15, "count": 0, "pct": 0 }, "other": { "n": 19, "count": 0, "pct": 0 } } }, { "id": "sitemap_url_redirects_or_errors", "population": "sitemap", "definition": "At least one analyzed URL taken from the XML sitemap redirects or answers 4xx/5xx.", "n": 75, "count": 15, "pct": 20, "segments": { "sl": { "n": 27, "count": 7, "pct": 26 }, "de": { "n": 20, "count": 4, "pct": 20 }, "en": { "n": 13, "suppressed": "n_too_small" }, "other": { "n": 15, "count": 2, "pct": 13 } } }, { "id": "sitemap_url_noindex", "population": "sitemap", "definition": "At least one analyzed URL taken from the XML sitemap carries noindex.", "n": 75, "count": 6, "pct": 8, "segments": { "sl": { "n": 27, "count": 0, "pct": 0 }, "de": { "n": 20, "count": 2, "pct": 10 }, "en": { "n": 13, "suppressed": "n_too_small" }, "other": { "n": 15, "count": 0, "pct": 0 } } }, { "id": "hreflang_missing_self", "population": "hreflang", "definition": "At least one page with hreflang does not list itself among its alternates.", "n": 31, "count": 3, "pct": 10, "segments": { "sl": { "n": 8, "suppressed": "n_too_small" }, "de": { "n": 14, "suppressed": "n_too_small" }, "en": { "n": 4, "suppressed": "n_too_small" }, "other": { "n": 5, "suppressed": "n_too_small" } } }, { "id": "hreflang_not_reciprocal", "population": "hreflang", "definition": "At least one hreflang alternate does not link back to the page that names it.", "n": 31, "count": 1, "pct": 3, "segments": { "sl": { "n": 8, "suppressed": "n_too_small" }, "de": { "n": 14, "suppressed": "n_too_small" }, "en": { "n": 4, "suppressed": "n_too_small" }, "other": { "n": 5, "suppressed": "n_too_small" } } }, { "id": "hreflang_any_error", "population": "hreflang", "definition": "Either of the two hreflang errors above.", "n": 31, "count": 4, "pct": 13, "segments": { "sl": { "n": 8, "suppressed": "n_too_small" }, "de": { "n": 14, "suppressed": "n_too_small" }, "en": { "n": 4, "suppressed": "n_too_small" }, "other": { "n": 5, "suppressed": "n_too_small" } } } ], "totals": { "internal_links_checked": 12381, "broken_link_targets": 64, "redirecting_link_targets": 649, "redirect_chain_urls": 173 } }