Tracker›Days›29 Oct 2026

Daily data 29 October 2026

All field diffs of this measuring day against the previous day, grouped by prompt and mode — the raw material the events are aggregated from. No interpretation. 449 field diffs · 33 runs · JSON

28 Oct 2026

Instrument state: Schema 25 · v2 · Bookmarklet 2.8 · measure · gpt-6

10 still open — the second day decides. The raw count tallies one change many times — once per prompt and mode.

Still open · first day — the second decides

• metricMetric processing-ms-max leaves the noise band on 4 of 7 prompts (thinking) — second day in a row4/7 · global
• metricMetric processing-ms-max leaves the noise band on 16 of 26 prompts (instant) — second day in a row16/26 · global
• adsNew advertiser: 711media websolutions GmbH18/18 · global
• adsNew advertiser: IT-Nerd24 DACH18/18 · global
• adsNew advertiser: LaVita GmbH18/18 · global
• adsNew advertiser: SNIPES SE18/18 · global
• adsNew advertiser: A-Leecon GmbH18/18 · global
• adsAdvertiser CHECK24 Kredit gone (seen on ≥3 days before)18/18 · global
• adsAdvertiser Vitakruid gone (seen on ≥3 days before)18/18 · global
• ads26 new landing page(s): ai-visibility.711media.de/ai-readiness-check, cat.eu.criteo.com/delivery/ckwcaoa.aspx, cat.eu.criteo.com/delivery/ckwcaoa.aspx, cat.eu.criteo.com/delivery/ckwcaoa.aspx, internet.check24.de/lp … (26)18/18 · global

This summary is arithmetic over the day’s events, not interpretation. The complete field diffs follow below.

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K1-01 · instant 12 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	+ POST /backend-api/files/library/image-favorites/status − GET /backend-api/user_segments, POST /backend-api/chat/frontend/v1/saved-entities/status	high	local ×	unconfirmed
schema	hosts_seen	+ t3.gstatic.com − t0.gstatic.com, t1.gstatic.com	medium	local ×	unconfirmed
routing	fanout_queries	+ metadata||München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert München|||| − metadata||München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert Adressen||||	low	local	unconfirmed
result	domains	+ ganz-muenchen.de − muenchen.de, orte.muenchen.de	low	local	unconfirmed
result	sources	+ www.ganz-muenchen.de − orte.muenchen.de, www.muenchen.de	low	local	unconfirmed
schema	genui_required_components	+ Rating	medium	local	unconfirmed
result	image_sources	+ branchenbuch.portal.muenchen.de, images.portal.muenchen.de − lauf-bar.de	medium	local	unconfirmed
behavior	reasoning_titles	+ 10 Websites werden durchsucht, München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert München wird gesucht − 11 Websites werden durchsucht, München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert Adressen wird gesucht	low	local	unconfirmed
schema	posted_endpoints	+ /backend-api/files/library/image-favorites/status − /backend-api/chat/frontend/v1/saved-entities/status	high	local ×	unconfirmed

K1-01 · thinking 9 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	global ×	unconfirmed
routing	fanout_queries	+ metadata||München Laufschuh Beratung Laufanalyse Fachgeschäft Laufbar Sport Ruscher Laufshop München 2026|||| − metadata||München Laufschuh Beratung Laufanalyse Fachgeschäft München Lauf-bar Sport Ruscher Laufstil 2026||||	low	local	unconfirmed
schema	ref_types	+ reddit	high	local	unconfirmed
result	domains	+ ganz-muenchen.de, reddit.com, termin-lauf-bar.alcedo-labs.de − meine-laufanalyse.de, orte.muenchen.de, termin.lauf-bar.de, xn--spreelufer-v5a.de	low	local	unconfirmed
result	sources	+ alcedo-labs.de, ganz-muenchen.de, termin-lauf-bar.alcedo-labs.de, www.ganz-muenchen.de, www.reddit.com − meine-laufanalyse.de, orte.muenchen.de, termin.lauf-bar.de, www.xn--spreelufer-v5a.de	low	local	unconfirmed
behavior	reasoning_titles	+ 10 Websites werden durchsucht, München Laufschuh Beratung Laufanalyse Fachgeschäft Laufbar Sport Ruscher Laufshop München 2026 wird gesucht − 11 Websites werden durchsucht, München Laufschuh Beratung Laufanalyse Fachgeschäft München Lauf-bar Sport Ruscher Laufstil 2026 wird gesucht	low	local	unconfirmed

K1-02 · instant 13 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	− user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	+ POST /backend-api/chat/frontend/v1/saved-entities/status − GET /backend-api/user_segments	high	local	unconfirmed
schema	hosts_seen	+ t0.gstatic.com − persistent.oaistatic.com, t3.gstatic.com	medium	local	unconfirmed
routing	fanout_queries	+ metadata||Italiener München Schwabing Donnerstag Mittag Öffnungszeiten 2026|||| − metadata||Italiener München Schwabing Mittwoch Mittag Öffnungszeiten 2026||||	low	local	unconfirmed
result	domains	+ plattr.de − da-larosa.de	low	local	unconfirmed
result	sources	+ plattr.de − da-larosa.de, www.da-larosa.de	low	local	unconfirmed
behavior	genui_cite_groups	2 → 4	low	local	unconfirmed
result	image_sources	+ ilbuco.de, opentable.de, tiratardi.de − cdn.thefork.com, kollekkt.com, merkur.de, thefork.de	medium	local	unconfirmed
behavior	reasoning_titles	+ Italiener München Schwabing Donnerstag Mittag Öffnungszeiten 2026 wird gesucht − Italiener München Schwabing Mittwoch Mittag Öffnungszeiten 2026 wird gesucht	low	local	unconfirmed
schema	posted_endpoints	+ /backend-api/chat/frontend/v1/saved-entities/status	high	local	unconfirmed

K10-01 · instant 10 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed
routing	fanout_queries	+ metadata||2026 Oktober ETF Sparplan langfristig Verbraucherzentrale Markttiming breit gestreut ETF Risiken|||| − metadata||Verbraucherzentrale ETF Sparplan langfristig Risiko Kosten 2026||||	low	local	unconfirmed
result	domains	+ bundesbank.de, tagesschau.de − finanztip.de, test.de	low	local	unconfirmed
result	sources	+ www.bundesbank.de, www.tagesschau.de − www.finanztip.de, www.test.de	low	local	unconfirmed
behavior	reasoning_titles	+ 2026 Oktober ETF Sparplan langfristig Verbraucherzentrale Markttiming breit gestreut ETF Risiken wird gesucht − Verbraucherzentrale ETF Sparplan langfristig Risiko Kosten 2026 wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	− aktuell, eur, pow, round	medium	local	unconfirmed

K11-01 · instant 15 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ continuation_message_id, is_merged_message, logical_answer_prefix_activity, reasoning_group_id, source_message_ids − story_events	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t0.gstatic.com, t2.gstatic.com − persistent.oaistatic.com, t1.gstatic.com, t3.gstatic.com	medium	local	unconfirmed
routing	snippet_len_median	202 → 0	high	local	unconfirmed
routing	no_snippet_count	12 → 28	medium	local	unconfirmed
routing	snippet_len_max	203 → 0	low	local	unconfirmed
routing	source_count	10 → 6	low	local	unconfirmed
routing	fanout_queries	+ metadata||Allianz Arena München bei Nacht rot beleuchtet Stadion Außenansicht|||| − metadata||Allianz Arena München bei Nacht beleuchtet Außenansicht Fotos||||	low	local	unconfirmed
result	domains	+ fcbayern.com − johannes-hauser-fotografie.de, modlar.com	low	local	unconfirmed
result	sources	+ fcbayern.com − ccnull.de, johannes-hauser-fotografie.de, modlar.com, wikimedia.org, wuestenigel.com	low	local	unconfirmed
result	safe_url_count	25 → 45	low	local	unconfirmed
behavior	reasoning_titles	+ Allianz Arena München bei Nacht rot beleuchtet Stadion Außenansicht wird gesucht − Allianz Arena München bei Nacht beleuchtet Außenansicht Fotos wird gesucht	low	local	unconfirmed

K11-02 · instant 6 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	− user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed

K12-01 · instant 15 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ genui_components, safe_urls	high	local	unconfirmed
schema	endpoints_seen	+ POST /backend-api/files/library/image-favorites/status − GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ images.openai.com − persistent.oaistatic.com	medium	local	unconfirmed
schema	content_reference_types	+ hidden	high	local	unconfirmed
result	safe_url_count	0 → 6	low	local	unconfirmed
result	content_ref_count:hidden	0 → 1	low	local	unconfirmed
schema	genui_types_seen	+ async_image	high	local	unconfirmed
schema	genui_required_components	+ AsyncImage	medium	local	unconfirmed
behavior	genui_component_count	0 → 2	low	local	unconfirmed
result	image_sources	+ myhomemaderecipe.com, theflavorbells.com	medium	local	unconfirmed
schema	introspection_identifiers	− falten, kein_aufgehen	medium	local	unconfirmed
schema	posted_endpoints	+ /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed

K12-02 · instant 6 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	− user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed

K13-01 · instant 17 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	+ POST /backend-api/files/library/image-favorites/status − GET /backend-api/user_segments, POST /backend-api/chat/frontend/v1/saved-entities/status	high	local ×	unconfirmed
schema	hosts_seen	+ persistent.oaistatic.com, t2.gstatic.com	medium	local	unconfirmed
routing	domain_count	12 → 19	medium	local	unconfirmed
routing	source_count	19 → 26	low	local	unconfirmed
routing	fanout_queries	+ metadata||München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert München||||, metadata||Laufbar München Am Münchner Tor Samstag Öffnungszeiten Sport Ruscher Sport Schuster Samstag Öffnungszeiten|||| − metadata||München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert Adressen||||, metadata||Lauf-bar München Sport Ruscher München Sport Schuster Samstag Öffnungszeiten 2026||||	low	local	unconfirmed
result	domains	+ adresse.dastelefonbuch.de, cdn.assets.prezly.com, ganz-muenchen.de, lab.lauf-bar.de, mux.de, onlinestreet.de, schuhe.de, sportruscher.de, termin.lauf-bar.de − muenchen.de, terminland.de	low	local	unconfirmed
result	sources	+ adresse.dastelefonbuch.de, cdn.assets.prezly.com, dastelefonbuch.de, lab.lauf-bar.de, mux.de, onlinestreet.de, schuhe.de, sportruscher.de, termin.lauf-bar.de, www.ganz-muenchen.de, www.mux.de, www.schuhe.de, www.sportruscher.de − in-muenchen.de, ruscher.de, sport-schuster.de, terminland.de, www.muenchen.de, www.terminland.de	low	local	unconfirmed
schema	genui_required_components	+ Rating	medium	local	unconfirmed
result	image_sources	+ branchenbuch.portal.muenchen.de, images.portal.muenchen.de − lauf-bar.de	medium	local	unconfirmed
behavior	reasoning_titles	+ 10 Websites werden durchsucht, Laufbar München Am Münchner Tor Samstag Öffnungszeiten Sport Ruscher Sport Schuster Samstag Öffnungszeiten wird gesucht, München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert München wird gesucht − 8 Websites werden durchsucht, Lauf-bar München Sport Ruscher München Sport Schuster Samstag Öffnungszeiten 2026 wird gesucht, München Laufschuhberatung Laufanalyse Fachgeschäft Laufbar Sport Ruscher bunert Adressen wird gesucht	low	local	unconfirmed
schema	response_header_names	− openai-organization	medium	local	unconfirmed
schema	posted_endpoints	+ /backend-api/files/library/image-favorites/status − /backend-api/chat/frontend/v1/saved-entities/status	high	local ×	unconfirmed
behavior	reasoning_sec	3 → 7	medium	local	unconfirmed
behavior	reasoning_ms	3238 → 7915	low	local	unconfirmed

K14-01 · instant 9 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ code_blocks	high	local ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed
schema	content_reference_types	+ client_defined_widget	high	local ×	unconfirmed
result	content_ref_count:client_defined_widget	0 → 6	low	local	unconfirmed
schema	introspection_identifiers	+ bio.update, container.download, container.exec, container.feed_chars, container.open_image, enabled, end_time, filter, functions.exec, image_gen.text2im, includes, list, long, materialize, medium, null, python.exec, python_user_visible.exec, read, search, short, start_time, text − files__find, files__list, files__materialize, files__read, files__search, skills__list, skills__read	medium	local	unconfirmed

K14-01 · thinking 9 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ code_blocks	high	local ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	global ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed
schema	content_reference_types	+ client_defined_widget	high	local ×	unconfirmed
result	content_ref_count:client_defined_widget	0 → 2	low	local	unconfirmed
schema	introspection_identifiers	+ boolean, chtnis, enabled, end_time, list, materialize, number, object, read, search, start_time, string − safety_settings.get_family_info, safety_settings.get_parental_controls, safety_settings.get_trusted_contact, safety_settings.update_parental_control, tools	medium	local	unconfirmed

K14-02 · instant 33 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ debug_sonic_thread_id, genui_components, reasoning_title_content_transition, safe_urls, search_model_queries	high	local	unconfirmed
schema	endpoints_seen	+ POST /backend-api/aip/connectors/links/list_accessible, POST /backend-api/ps/apps/batch − GET /backend-api/user_segments	high	local	unconfirmed
schema	hosts_seen	+ t1.gstatic.com, t3.gstatic.com, www.google.com − persistent.oaistatic.com	medium	local	unconfirmed
schema	content_reference_types	+ hidden	high	local	unconfirmed
routing	sonic_thread_present	false → true	medium	local	unconfirmed
routing	search_turns	0 → 2	low	local ×	unconfirmed
routing	query_count	0 → 1	low	local	unconfirmed
routing	title_len_median	0 → 24	medium	local	unconfirmed
routing	no_snippet_count	0 → 18	medium	local	unconfirmed
routing	title_len_max	0 → 52	low	local	unconfirmed
routing	result_count	0 → 18	medium	local	unconfirmed
routing	domain_count	0 → 4	medium	local	unconfirmed
routing	source_count	0 → 4	low	local	unconfirmed
routing	url_count	0 → 18	low	local	unconfirmed
routing	urls_per_domain	0 → 4.5	medium	local	unconfirmed
schema	search_group_types	+ search_result_group	high	local	unconfirmed
routing	fanout_queries	+ metadata||OpenAI web search tools documentation||||	low	local	unconfirmed
schema	entry_fields	+ attribution, pub_date, ref_id, snippet, title, type, url	high	local	unconfirmed
schema	ref_types	+ search	high	local	unconfirmed
schema	ref_id_form	null → object ref_id wechselte die Form (Objekt ↔ String) — Marker-Auflösung betroffen	high	local	unconfirmed
routing	group_entry_ratio	null → 2.25	medium	local	unconfirmed
result	domains	+ developer-openai-com.sitemirror.store, developers.openai.com, help.openai.com, learn.chatgpt.com	low	local	unconfirmed
result	sources	+ developer-openai-com.sitemirror.store, developers.openai.com, help.openai.com, learn.chatgpt.com	low	local	unconfirmed
result	safe_url_count	0 → 10	low	local	unconfirmed
result	content_ref_count:hidden	0 → 1	low	local	unconfirmed
schema	genui_required_components	+ Link	medium	local	unconfirmed
behavior	tool_icon_kinds	+ favicon	medium	local	unconfirmed
behavior	reasoning_titles	+ 4 Websites werden durchsucht, OpenAI web search tools documentation wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	+ turn0search1, value, web_search	medium	local	unconfirmed
schema	posted_endpoints	+ /backend-api/aip/connectors/links/list_accessible, /backend-api/ps/apps/batch	high	local	unconfirmed

K14-02 · thinking 5 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	global ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed

K2-01 · instant 17 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	− user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	+ POST /backend-api/unified_user_signals − GET /backend-api/user_segments	high	local	unconfirmed
schema	hosts_seen	+ t2.gstatic.com − persistent.oaistatic.com, t0.gstatic.com	medium	local	unconfirmed
routing	title_len_median	49 → 65	medium	local	unconfirmed
routing	title_over_75	5 → 8	medium	local	unconfirmed
routing	fanout_queries	+ metadata||Sage Bambino SES450 Dedica Arte EC885 La Specialista Arte EC9155 Preis Deutschland Oktober 2026|||| − metadata||Sage Bambino SES450 DeLonghi Dedica Arte EC885 La Specialista Arte EC9155 Preise Deutschland Oktober 2026||||	low	local	unconfirmed
result	domains	+ bild.de, faz.net, swr.de − computerbild.de, mediamarkt.de	low	local	unconfirmed
result	sources	+ www.bild.de, www.faz.net, www.swr.de − www.computerbild.de, www.mediamarkt.de	low	local	unconfirmed
schema	genui_required_components	+ Link	medium	local	unconfirmed
result	image_sources	+ media.stuartwestmoreland.co.uk, stuartwestmoreland.co.uk	medium	local	unconfirmed
behavior	reasoning_titles	+ 7 Websites werden durchsucht, Sage Bambino SES450 Dedica Arte EC885 La Specialista Arte EC9155 Preis Deutschland Oktober 2026 wird gesucht − 6 Websites werden durchsucht, Sage Bambino SES450 DeLonghi Dedica Arte EC885 La Specialista Arte EC9155 Preise Deutschland Oktober 2026 wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	+ product_page − displayed_price	medium	local ×	unconfirmed
schema	posted_endpoints	+ /backend-api/unified_user_signals	high	local	unconfirmed
behavior	reasoning_sec	3 → 5	medium	local	unconfirmed

K2-01 · thinking 11 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments, POST /backend-api/files/library/image-favorites/status	high	global ×	unconfirmed
schema	hosts_seen	+ t1.gstatic.com, t2.gstatic.com − persistent.oaistatic.com, t0.gstatic.com	medium	local	unconfirmed
routing	fanout_queries	+ metadata||Sage Bambino Gaggia Classic E24 Dedica Arte Preise Deutschland Oktober 2026 Espressomaschine Test|||| − metadata||Sage Bambino SES450 Gaggia Classic E24 DeLonghi Dedica Arte Deutschland Preis Test 2026||||	low	local	unconfirmed
result	domains	+ beste-testsieger.org, preisvergleich.check24.de, testit.de − betterpick.de, faz.net, sageappliances.com	low	local	unconfirmed
result	sources	+ beste-testsieger.org, check24.de, preisvergleich.check24.de, testit.de, www.beste-testsieger.org, www.testit.de − betterpick.de, faz.net, sageappliances.com, www.faz.net, www.sageappliances.com	low	local	unconfirmed
behavior	reasoning_titles	+ Sage Bambino Gaggia Classic E24 Dedica Arte Preise Deutschland Oktober 2026 Espressomaschine Test wird gesucht − Sage Bambino SES450 Gaggia Classic E24 DeLonghi Dedica Arte Deutschland Preis Test 2026 wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	+ product_page	medium	local ×	unconfirmed
schema	posted_endpoints	− /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed

K2-02 · instant 11 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t1.gstatic.com − persistent.oaistatic.com, t3.gstatic.com	medium	local	unconfirmed
routing	result_count	18 → 24	medium	local	unconfirmed
routing	url_count	18 → 24	low	local	unconfirmed
routing	fanout_queries	+ metadata||best stability running shoes overpronation 2026 Kayano Adrenaline Guide Arahi|||| − metadata||best stability running shoes overpronation 2026 Kayano Adrenaline Guide Arahi 860||||	low	local	unconfirmed
result	domains	+ doctorsofrunning.com, michiganfootdoctors.com, runrepeat.com − fleetfeet.com, runningcardio.com	low	local	unconfirmed
result	sources	+ runrepeat.com, www.doctorsofrunning.com, www.michiganfootdoctors.com, www.runrepeat.com − runningcardio.com, www.fleetfeet.com	low	local	unconfirmed
behavior	reasoning_titles	+ 10 Websites werden durchsucht, best stability running shoes overpronation 2026 Kayano Adrenaline Guide Arahi wird gesucht − 8 Websites werden durchsucht, best stability running shoes overpronation 2026 Kayano Adrenaline Guide Arahi 860 wird gesucht	low	local	unconfirmed

K2-03 · instant 16 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments, POST /backend-api/chat/frontend/v1/saved-entities/status, POST /backend-api/unified_user_signals	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com, t3.gstatic.com	medium	local ×	unconfirmed
routing	fanout_queries	+ metadata||Joolz Hub2 Bugaboo Dragonfly Cybex Balios S Lux Vergleich Gewicht Breite Stadt Kinderwagen 2026|||| − metadata||Joolz Aer2 Bugaboo Dragonfly Cybex Balios S Lux Gewicht Maße Stadt Kinderwagen 2026 Deutschland||||	low	local	unconfirmed
result	domains	+ kindderstedt.com, kleinkind-welt.de, krabbelfieber.de, test.de − cybex-online.com, kindderstidt.com, making-miles.com, wirklichpraktisch.de	low	local	unconfirmed
result	sources	+ kleinkind-welt.de, www.kindderstedt.com, www.krabbelfieber.de, www.test.de − kindderstidt.com, wirklichpraktisch.de, www.cybex-online.com, www.making-miles.com	low	local	unconfirmed
schema	genui_types_seen	− cite	high	local ×	unconfirmed
schema	genui_required_components	+ Link − Cite	medium	local	unconfirmed
behavior	genui_cite_groups	2 → 0	low	local ×	unconfirmed
result	image_sources	+ babyprofi.de, cybex-online.com, joolz.com − albeebaby.com, bebecenter.es, images.openai.com	medium	local	unconfirmed
behavior	reasoning_titles	+ Joolz Hub2 Bugaboo Dragonfly Cybex Balios S Lux Vergleich Gewicht Breite Stadt Kinderwagen 2026 wird gesucht − Joolz Aer2 Bugaboo Dragonfly Cybex Balios S Lux Gewicht Maße Stadt Kinderwagen 2026 Deutschland wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	+ product_page	medium	local ×	unconfirmed
schema	posted_endpoints	− /backend-api/chat/frontend/v1/saved-entities/status, /backend-api/unified_user_signals	high	local ×	unconfirmed

K3-01 · instant 19 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	+ POST /backend-api/files/library/image-favorites/status − GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ images.openai.com, t0.gstatic.com − persistent.oaistatic.com, t1.gstatic.com	medium	local	unconfirmed
routing	title_len_median	63 → 85	medium	local	unconfirmed
routing	fanout_queries	+ metadata||Nike Pegasus 41 günstig kaufen Preisvergleich Deutschland Oktober 2026|||| − metadata||Nike Pegasus 41 günstigster Preis Deutschland Oktober 2026 Preisvergleich||||	low	local	unconfirmed
result	domains	− everysize.com, sport2000.de	low	local	unconfirmed
result	sources	− everysize.com, sport2000.de, www.everysize.com	low	local	unconfirmed
result	safe_url_count	4 → 7	low	local	unconfirmed
schema	genui_types_seen	+ async_image, entity	high	local	unconfirmed
schema	genui_required_components	+ AsyncImage, Entity	medium	local	unconfirmed
result	image_sources	+ superkicks.in	medium	local	unconfirmed
behavior	entity_count	0 → 1	medium	local	unconfirmed
behavior	reasoning_titles	+ 5 Websites werden durchsucht, Nike Pegasus 41 günstig kaufen Preisvergleich Deutschland Oktober 2026 wird gesucht − 6 Websites werden durchsucht, Nike Pegasus 41 günstigster Preis Deutschland Oktober 2026 Preisvergleich wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	+ displayed_price	medium	local	unconfirmed
schema	posted_endpoints	+ /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed
behavior	reasoning_sec	10 → 4	medium	local	unconfirmed
behavior	reasoning_ms	10625 → 4418	low	local	unconfirmed

K3-02 · instant 21 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	+ POST /backend-api/unified_user_signals − GET /backend-api/user_segments	high	local	unconfirmed
schema	hosts_seen	+ t2.gstatic.com − persistent.oaistatic.com	medium	local	unconfirmed
routing	snippet_len_median	142 → 202	high	local ×	unconfirmed
routing	title_over_75	13 → 4	medium	local	unconfirmed
routing	result_count	34 → 19	medium	local	unconfirmed
routing	domain_count	13 → 9	medium	local ×	unconfirmed
routing	url_count	34 → 19	low	local	unconfirmed
routing	fanout_queries	+ metadata||Dyson V15 Detect Absolute Angebot heute 29 Oktober 2026 Deutschland Preis|||| − metadata||Dyson V15 Detect Absolute Angebot heute 28 Oktober 2026 Deutschland Preis||||	low	local	unconfirmed
schema	entry_fields	− thumbnail_source, thumbnail_url	high	local	unconfirmed
schema	ref_types	− news	high	local ×	unconfirmed
result	domains	+ bestellfux.de, dyson.de, mediamarkt.de, supersales.de, voltdeal.de, www33.guenstiger.de − businessinsider.de, chip.de, geizhals.de, idealo.de, infranken.de, ladendirekt.de, merkur.de, netzwelt.de, saugxperten.de, smartzone.de	low	local	unconfirmed
result	sources	+ bestellfux.de, dyson.de, guenstiger.de, mediamarkt.de, supersales.de, voltdeal.de, www.dyson.de, www.mediamarkt.de, www.otto.de, www.voltdeal.de, www33.guenstiger.de − businessinsider.de, chip.de, geizhals.de, idealo.de, infranken.de, ladendirekt.de, merkur.de, netzwelt.de, saugxperten.de, smartzone.de, www.businessinsider.de, www.chip.de, www.infranken.de, www.merkur.de, www.netzwelt.de, www.smartzone.de	low	local	unconfirmed
schema	genui_types_seen	+ cite	high	local	unconfirmed
schema	genui_required_components	+ Cite	medium	local	unconfirmed
result	image_sources	+ officeworks.com.au, s3-ap-southeast-2.amazonaws.com − johnlewis.com, media.johnlewiscontent.com	medium	local	unconfirmed
behavior	reasoning_titles	+ 8 Websites werden durchsucht, Dyson V15 Detect Absolute Angebot heute 29 Oktober 2026 Deutschland Preis wird gesucht − 11 Websites werden durchsucht, Dyson V15 Detect Absolute Angebot heute 28 Oktober 2026 Deutschland Preis wird gesucht	low	local	unconfirmed
schema	introspection_identifiers	+ nstiger	medium	local	unconfirmed
schema	posted_endpoints	+ /backend-api/unified_user_signals	high	local	unconfirmed

K4-01 · instant 9 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed
result	safe_url_count	3 → 6	low	local	unconfirmed
schema	genui_types_seen	− async_image	high	local ×	unconfirmed
schema	genui_required_components	+ AsyncImageGroup − AsyncImage	medium	local	unconfirmed
result	image_sources	− cdn.mos.cms.futurecdn.net, space.com	medium	local ×	unconfirmed

K4-01 · thinking 5 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	global ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed

K4-02 · instant 15 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	− genui_components, safe_urls	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments, POST /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed
schema	hosts_seen	− images.openai.com, persistent.oaistatic.com	medium	local ×	unconfirmed
schema	content_reference_types	− hidden	high	local	unconfirmed
result	safe_url_count	3 → 0	low	local	unconfirmed
result	content_ref_count:hidden	1 → 0	low	local	unconfirmed
schema	genui_types_seen	− async_image	high	local ×	unconfirmed
schema	genui_required_components	− AsyncImage	medium	local ×	unconfirmed
result	image_sources	− elco.de	medium	local ×	unconfirmed
schema	introspection_identifiers	− rgba	medium	local	unconfirmed
behavior	answer_chars	2712 → 4703	low	local	unconfirmed
schema	posted_endpoints	− /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed

K5-01 · instant 11 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t0.gstatic.com, t2.gstatic.com − persistent.oaistatic.com	medium	local	unconfirmed
routing	query_count	2 → 1	low	local	unconfirmed
routing	fanout_queries	+ metadata||Deutschland Nachrichten heute 29 Oktober 2026 wichtigste Meldungen Politik Wirtschaft tagesschau dpa|||| − metadata||Deutschland Nachrichten heute 28 Oktober 2026 wichtigste Meldungen Politik Wirtschaft tagesschau||||, metadata||28.10.2026 Deutschland aktuelle Nachrichten heute ZDF Spiegel Reuters||||	low	local	unconfirmed
result	domains	+ deutschlandfunk.de, tv-apps.n-tv.de − lagedeutschland.de, welt.de, zdf.de	low	local	unconfirmed
result	sources	+ deutschlandfunk.de, n-tv.de, tv-apps.n-tv.de, www.deutschlandfunk.de − lagedeutschland.de, welt.de, www.welt.de, www.zdf.de, zdf.de	low	local	unconfirmed
result	image_sources	+ bilder.deutschlandfunk.de, deutschlandfunk.de, idowa.de, mitpflege.de, mp-jobportal.s3.eu-central-1.amazonaws.com, thetraveler.org, thetraveler.s3.amazonaws.com, www1.wdr.de − expresso.pt, graf-recke-diakonie.de, i-invdn-com.investing.com, images.impresa.pt, img.zeit.de, investing.com, zeit.de	medium	local	unconfirmed
behavior	reasoning_titles	+ 4 Websites werden durchsucht, Deutschland Nachrichten heute 29 Oktober 2026 wichtigste Meldungen Politik Wirtschaft tagesschau dpa wird gesucht − 28.10.2026 Deutschland aktuelle Nachrichten heute ZDF Spiegel Reuters wird gesucht, 5 Websites werden durchsucht, Deutschland Nachrichten heute 28 Oktober 2026 wichtigste Meldungen Politik Wirtschaft tagesschau wird gesucht	low	local	unconfirmed

K5-01 · thinking 29 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ story_events − continuation_message_id, is_merged_message, logical_answer_prefix_activity, reasoning_group_id, source_message_ids	high	local	unconfirmed
schema	endpoints_seen	+ POST /backend-api/files/library/image-favorites/status − GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ images.openai.com, t3.gstatic.com − persistent.oaistatic.com, t0.gstatic.com, t1.gstatic.com	medium	local ×	unconfirmed
routing	search_invocations	3 → 1	low	local	unconfirmed
routing	search_turns	4 → 2	low	local ×	unconfirmed
routing	query_count	4 → 3	low	local	unconfirmed
routing	site_query_count	3 → 2	medium	local	unconfirmed
routing	snippet_len_median	133 → 202	high	local ×	unconfirmed
routing	no_snippet_count	20 → 38	medium	local ×	unconfirmed
routing	title_over_75	32 → 11	medium	local	unconfirmed
routing	domain_count	6 → 9	medium	local ×	unconfirmed
routing	source_count	6 → 13	low	local	unconfirmed
routing	urls_per_domain	14.67 → 8	medium	local	unconfirmed
routing	fanout_calls	3 → 1	low	local	unconfirmed
routing	fanout_queries	+ metadata||Deutschland Nachrichten heute 29 Oktober 2026 wichtigste Meldungen Politik Wirtschaft tagesschau||||, metadata||site:tagesschau.de 29.10.2026 Deutschland Nachrichten aktuell||||, metadata||site:deutschlandfunk.de 29. Oktober 2026 Nachrichten Deutschland|||| − metadata||Deutschland Nachrichten heute 28 Oktober 2026 wichtigste Meldungen Politik Wirtschaft||||, metadata||site:tagesschau.de 28.10.2026 Nachrichten Deutschland heute||||, metadata||site:deutschlandfunk.de 28. Oktober 2026 Nachrichten Deutschland||||, metadata||site:spiegel.de 28.10.2026 Deutschland Eilmeldungen||||	low	local	unconfirmed
schema	entry_fields	+ thumbnail_source	high	local	unconfirmed
schema	ref_types	− view	high	local ×	unconfirmed
result	domains	+ ardmediathek.de, meta.tagesschau.de, news.de, podcast.de, podcasts.apple.com, zdf.de − mdr.de, swr.de, welt.de	low	local	unconfirmed
result	sources	+ apple.com, ardmediathek.de, deutschlandfunk.de, meta.tagesschau.de, news.de, podcast.de, tagesschau.de, www.news.de, zdf.de, zdfheute.de − www.mdr.de, www.swr.de, www.welt.de	low	local	unconfirmed
result	safe_url_count	84 → 29	low	local	unconfirmed
behavior	reasoning_recap_types	+ hide_all − collapse	medium	local	unconfirmed
behavior	reasoning_titles	+ 5 Websites werden durchsucht, Deutschland Nachrichten heute 29 Oktober 2026 wichtigste Meldungen Politik Wirtschaft tagesschau wird gesucht − 6 Websites werden durchsucht, Deutschland Nachrichten heute 28 Oktober 2026 wichtigste Meldungen Politik Wirtschaft wird gesucht	low	local	unconfirmed
behavior	answer_chars	3386 → 5647	low	local	unconfirmed
schema	posted_endpoints	+ /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed
behavior	reasoning_sec	15 → 6	medium	local	unconfirmed
behavior	reasoning_ms	15517 → 6193	low	local	unconfirmed

K5-02 · instant 17 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t0.gstatic.com − persistent.oaistatic.com, t3.gstatic.com	medium	local	unconfirmed
routing	snippet_len_median	141 → 202	high	local ×	unconfirmed
routing	title_over_75	7 → 2	medium	local	unconfirmed
routing	result_count	32 → 13	medium	local	unconfirmed
routing	domain_count	11 → 7	medium	local	unconfirmed
routing	url_count	32 → 13	low	local	unconfirmed
routing	fanout_queries	+ metadata||DAX aktuell 29 Oktober 2026 09:50 Kurs Punkte Veränderung Gründe heute Börse|||| − metadata||DAX aktuell 28 Oktober 2026 10 Uhr Punkte Veränderung Gründe Börse heute||||	low	local	unconfirmed
schema	entry_fields	− thumbnail_source, thumbnail_url	high	local	unconfirmed
schema	ref_types	− news	high	local ×	unconfirmed
routing	group_entry_ratio	2 → 1	medium	local	unconfirmed
result	domains	+ aktien.news, aktiendeutschland.de, boerse-stuttgart.de, onvista.de − ariva.de, boerse.de, de.marketscreener.com, finanznachrichten.de, fne.de, handelsblatt.com, live.deutsche-boerse.com, markteinblicke.de	low	local	unconfirmed
result	sources	+ aktien.news, aktiendeutschland.de, boerse-stuttgart.de, onvista.de, www.aktien.news, www.boerse-stuttgart.de, www.cashmarket.deutsche-boerse.com, www.onvista.de − ariva.de, boerse.de, cashmarket.deutsche-boerse.com, finanznachrichten.de, fne.de, handelsblatt.com, marketscreener.com, markteinblicke.de, www.ariva.de, www.boerse.de, www.handelsblatt.com	low	local	unconfirmed
behavior	reasoning_titles	+ DAX aktuell 29 Oktober 2026 09:50 Kurs Punkte Veränderung Gründe heute Börse wird gesucht − DAX aktuell 28 Oktober 2026 10 Uhr Punkte Veränderung Gründe Börse heute wird gesucht	low	local	unconfirmed

K6-01 · instant 21 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t1.gstatic.com − persistent.oaistatic.com, t2.gstatic.com, t3.gstatic.com	medium	local	unconfirmed
routing	no_snippet_count	21 → 38	medium	local ×	unconfirmed
routing	title_over_75	2 → 6	medium	local	unconfirmed
routing	title_len_max	76 → 191	low	local	unconfirmed
routing	result_count	21 → 38	medium	local	unconfirmed
routing	domain_count	9 → 16	medium	local	unconfirmed
routing	source_count	9 → 16	low	local ×	unconfirmed
routing	url_count	21 → 38	low	local	unconfirmed
routing	fanout_queries	+ metadata||OpenAI CEO Sam Altman 2026 biography Loopt Y Combinator president CEO|||| − metadata||OpenAI CEO Sam Altman October 2026 biography Loopt Y Combinator CEO||||	low	local	unconfirmed
schema	entry_fields	+ thumbnail_url	high	local	unconfirmed
schema	ref_types	+ news	high	local	unconfirmed
result	domains	+ businessinsider.com, celebritynetworth.com, clay.com, en.wikipedia.org, felloai.com, fortune.com, newyorker.com, thezeronet.com, timesofindia.indiatimes.com − founded.org, tollbit.forbes.com	low	local	unconfirmed
result	sources	+ en.wikipedia.org, felloai.com, fortune.com, thezeronet.com, timesofindia.indiatimes.com, www.businessinsider.com, www.celebritynetworth.com, www.clay.com, www.newyorker.com − tollbit.forbes.com, www.founded.org	low	local	unconfirmed
result	safe_url_count	18 → 32	low	local	unconfirmed
result	image_sources	+ d2xtzufx9mvgbo.cloudfront.net, events.ycombinator.com − d2xo500swnpgl1.cloudfront.net, forum.openai.com	medium	local	unconfirmed
behavior	entity_count	2 → 3	medium	local	unconfirmed
behavior	reasoning_titles	+ 16 Websites werden durchsucht, OpenAI CEO Sam Altman 2026 biography Loopt Y Combinator president CEO wird gesucht − 8 Websites werden durchsucht, OpenAI CEO Sam Altman October 2026 biography Loopt Y Combinator CEO wird gesucht	low	local	unconfirmed

K6-01 · thinking 19 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ is_thinking_preamble_message	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	global ×	unconfirmed
schema	hosts_seen	+ t3.gstatic.com − persistent.oaistatic.com, t2.gstatic.com	medium	local ×	unconfirmed
routing	domain_count	18 → 12	medium	local	unconfirmed
routing	source_count	25 → 16	low	local ×	unconfirmed
routing	fanout_queries	+ metadata||OpenAI CEO October 2026 Sam Altman leadership official||||, metadata||Sam Altman biography Loopt Y Combinator president OpenAI CEO official|||| − metadata||OpenAI current CEO 2026 Sam Altman official||||, metadata||Sam Altman biography Loopt Y Combinator president before OpenAI CEO||||	low	local	unconfirmed
behavior	preamble_message_present	false → true Sichtbarer Denk-Vorspann als eigene Nachricht erschienen/verschwunden	medium	local	unconfirmed
result	domains	+ forbes.com, subvolts.com, tollbit.forbes.com, weforum.org − aimagazine.com, builtin.com, founded.org, jobs.a16z.com, qz.com, techopedia.com, theinference.org, unitedstatesofamericasuperintelligence.com, washingtonpost.com, ycombinator.com	low	local	unconfirmed
result	sources	+ forbes.com, subvolts.com, weforum.org, www.weforum.org − a16z.com, aimagazine.com, builtin.com, founded.org, jobs.a16z.com, qz.com, techopedia.com, theinference.org, unitedstatesofamericasuperintelligence.com, washingtonpost.com, www.biography.com, www.washingtonpost.com, ycombinator.com	low	local	unconfirmed
schema	genui_types_seen	− async_image, cite, entity	high	local ×	unconfirmed
schema	genui_required_components	− AsyncImage, Cite, Entity	medium	local ×	unconfirmed
behavior	genui_component_count	6 → 0	low	local	unconfirmed
behavior	genui_cite_groups	2 → 0	low	local ×	unconfirmed
result	image_sources	− d2xo500swnpgl1.cloudfront.net, forum.openai.com	medium	local ×	unconfirmed
behavior	entity_count	3 → 0	medium	local	unconfirmed
behavior	reasoning_titles	+ 8 Websites werden durchsucht, OpenAI CEO October 2026 Sam Altman leadership official wird gesucht, Sam Altman biography Loopt Y Combinator president OpenAI CEO official wird gesucht − 10 Websites werden durchsucht, OpenAI current CEO 2026 Sam Altman official wird gesucht, Sam Altman biography Loopt Y Combinator president before OpenAI CEO wird gesucht	low	local	unconfirmed

K6-02 · instant 18 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t3.gstatic.com − persistent.oaistatic.com, t0.gstatic.com	medium	local ×	unconfirmed
routing	query_count	1 → 2	low	local	unconfirmed
routing	site_query_count	0 → 1	medium	local	unconfirmed
routing	result_count	27 → 37	medium	local	unconfirmed
routing	url_count	27 → 37	low	local	unconfirmed
routing	urls_per_domain	2.7 → 4.11	medium	local	unconfirmed
routing	fanout_queries	+ metadata||SISTRIX Unternehmen Gründer Eigentümer Geschäftsführer Bonn was macht SISTRIX||||, metadata||site:sistrix.de impressum Geschäftsführer SISTRIX GmbH Gründer|||| − metadata||SISTRIX Unternehmen Gründer Eigentümer Geschäftsführer Bonn was macht Sistrix 2026||||	low	local	unconfirmed
routing	fanout_site_queries	0 → 1	medium	local	unconfirmed
result	domains	− sistrix.com	low	local	unconfirmed
result	sources	− www.sistrix.com	low	local	unconfirmed
result	image_sources	+ cdn.theorg.com, theorg.com − beus.de	medium	local	unconfirmed
behavior	entity_count	3 → 6	medium	local	unconfirmed
behavior	reasoning_titles	+ 9 Websites werden durchsucht, SISTRIX Unternehmen Gründer Eigentümer Geschäftsführer Bonn was macht SISTRIX wird gesucht − 10 Websites werden durchsucht, SISTRIX Unternehmen Gründer Eigentümer Geschäftsführer Bonn was macht Sistrix 2026 wird gesucht	low	local	unconfirmed
behavior	reasoning_sec	1 → 3	medium	local	unconfirmed

K7-01 · instant 17 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	+ POST /backend-api/files/library/image-favorites/status − GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ images.openai.com, t3.gstatic.com − persistent.oaistatic.com, t1.gstatic.com	medium	local ×	unconfirmed
routing	fanout_queries	+ metadata||Perplexity Pro official features research sources 2026|||| − metadata||Perplexity Pro official features research search sources 2026||||	low	local	unconfirmed
result	domains	+ openai.com, perplexity.ai − learn.chatgpt.com	low	local	unconfirmed
result	sources	+ openai.com, www.perplexity.ai − learn.chatgpt.com	low	local	unconfirmed
result	safe_url_count	9 → 19	low	local	unconfirmed
schema	genui_types_seen	+ async_image, entity	high	local	unconfirmed
schema	genui_required_components	+ AsyncImage, Entity	medium	local	unconfirmed
behavior	genui_component_count	1 → 6	low	local	unconfirmed
result	image_sources	+ 245098017.fs1.hubspotusercontent-na2.net, appcatalog.cloud, ecosystem.hubspot.com, imagedelivery.net	medium	local	unconfirmed
behavior	entity_count	0 → 2	medium	local	unconfirmed
behavior	reasoning_titles	+ 4 Websites werden durchsucht, Perplexity Pro official features research sources 2026 wird gesucht − 3 Websites werden durchsucht, Perplexity Pro official features research search sources 2026 wird gesucht	low	local	unconfirmed
schema	posted_endpoints	+ /backend-api/files/library/image-favorites/status	high	local ×	unconfirmed

K7-02 · instant 12 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com, t1.gstatic.com	medium	local ×	unconfirmed
routing	queries_en_count	0 → 1	low	local	unconfirmed
routing	fanout_queries	+ metadata||iPhone 17 vs Galaxy S26 specifications camera battery display 2026 comparison|||| − metadata||Apple iPhone 17 Samsung Galaxy S26 specifications comparison 2026||||	low	local	unconfirmed
result	domains	+ n-tv.de, sparhandy.de − inside-digital.de	low	local	unconfirmed
result	sources	+ www.n-tv.de, www.sparhandy.de − www.inside-digital.de	low	local	unconfirmed
result	image_sources	+ carrefouruae.com, cdn.mafrservices.com, hokishoptaiwan.com − electronic4you.de, mgstore.az	medium	local	unconfirmed
behavior	reasoning_titles	+ 5 Websites werden durchsucht, iPhone 17 vs Galaxy S26 specifications camera battery display 2026 comparison wird gesucht − 4 Websites werden durchsucht, Apple iPhone 17 Samsung Galaxy S26 specifications comparison 2026 wird gesucht	low	local	unconfirmed

K8-01 · instant 11 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	+ t1.gstatic.com − persistent.oaistatic.com, t3.gstatic.com	medium	local	unconfirmed
routing	fanout_queries	+ metadata||site:telekom.de kontakt kundenservice 0800 330 1000 0800 330 2202 2202|||| − metadata||site:telekom.de kontakt kundenservice festnetz 0800 330 1000 mobilfunk 0800 330 2202 2202||||	low	local	unconfirmed
result	domains	+ servicenummern.telekom.de	low	local	unconfirmed
result	sources	+ servicenummern.telekom.de	low	local	unconfirmed
behavior	reasoning_titles	+ 3 Websites werden durchsucht − 2 Websites werden durchsucht	low	local	unconfirmed
behavior	reasoning_sec	6 → 3	medium	local	unconfirmed
behavior	reasoning_ms	6225 → 3003	low	local	unconfirmed

K9-01 · instant 6 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	metadata_keys	+ user_signal_metadata	high	local	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed

K9-02 · instant 5 · snapshot.json

Layer	Field	Change	Severity	Scope	Status
schema	response_shape_endpoints	− /backend-api/user_segments	high	global ×	unconfirmed
schema	response_shape:/backend-api/user_segments	− segments	high	global ×	unconfirmed
schema	system_hint_count	5 → 0	medium	global ×	unconfirmed
schema	endpoints_seen	− GET /backend-api/user_segments	high	local ×	unconfirmed
schema	hosts_seen	− persistent.oaistatic.com	medium	local ×	unconfirmed