[ { "id": "CAP-1-01", "dep": "capture-registry", "record": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/", "label": "CAP" }, "claim": "at the name the Overview, reached only past a spelling correction, composes the list in the vendor's terms", "kind": "interpretation", "modality": "interpretation", "strata": [ "D" ], "locus": "presenc-ai-geo-academic-papers-aio-20261029, analysis s1", "quote": "Reached only by overriding a spelling correction, the vendor's list is composed in the vendor's terms.", "kernel": true, "const": false, "lineage": "reception: the composition layer at the name", "date": "2026-10-29", "title": "Capture Registry (EA-WG-CAPTURES-01), entry presenc-ai-geo-academic-papers-aio-20261029 (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰)", "creator": "Lee Sharks (the registry)", "file": "data/EA-WG-CAPTURES-01.json", "quote_ok": true, "quote_check": "within the entry's field value as loaded (whitespace-normalised)", "surface": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/" } }, { "id": "CAP-1-02", "dep": "capture-registry", "record": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/", "label": "CAP" }, "claim": "the address's first composition is a finding: the name collides with a common word before any homonym", "kind": "interpretation", "modality": "interpretation", "strata": [ "D" ], "locus": "presenc-ai-geo-academic-papers-aio-20261029, analysis s2", "quote": "The address's first composition is itself a finding: the name collides with a common word before any homonym is involved.", "kernel": true, "const": false, "lineage": "the name corrected before it is read", "date": "2026-10-29", "title": "Capture Registry (EA-WG-CAPTURES-01), entry presenc-ai-geo-academic-papers-aio-20261029 (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰)", "creator": "Lee Sharks (the registry)", "file": "data/EA-WG-CAPTURES-01.json", "quote_ok": true, "quote_check": "within the entry's field value as loaded (whitespace-normalised)", "surface": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/" } }, { "id": "CAP-1-03", "dep": "capture-registry", "record": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/", "label": "CAP" }, "claim": "the first composition at the issued string answered for 'presence'; the capture is the composition after the operator's override", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "presenc-ai-geo-academic-papers-aio-20261029, findings[0]", "quote": "The vendor's name is spelled into a common word, and the first composition at the issued string answered for 'presence'. The capture is the composition reached by the operator's override.", "kernel": true, "const": false, "lineage": "the name corrected before it is read", "date": "2026-10-29", "title": "Capture Registry (EA-WG-CAPTURES-01), entry presenc-ai-geo-academic-papers-aio-20261029 (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰)", "creator": "Lee Sharks (the registry)", "file": "data/EA-WG-CAPTURES-01.json", "quote_ok": true, "quote_check": "within the entry's field value as loaded (whitespace-normalised)", "surface": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/" }, "finding_head": "THE ADDRESS CORRECTED BEFORE IT WAS READ" }, { "id": "CAP-1-04", "dep": "capture-registry", "record": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/", "label": "CAP" }, "claim": "the composition's count and practitioner implications match the record; the card dates the summary 15 April, the record 23 April, the date the card gives the sibling", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "presenc-ai-geo-academic-papers-aio-20261029, findings[1]", "quote": "34 papers and the practitioner implications are the record's. The card dates the summary 15 April 2026; the record (the page's own byline) gives published and modified 23 April 2026, the date the card gives for the '10 Must-Read' page.", "kernel": false, "const": false, "lineage": "byline, date and count", "date": "2026-10-29", "title": "Capture Registry (EA-WG-CAPTURES-01), entry presenc-ai-geo-academic-papers-aio-20261029 (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰)", "creator": "Lee Sharks (the registry)", "file": "data/EA-WG-CAPTURES-01.json", "quote_ok": true, "quote_check": "within the entry's field value as loaded (whitespace-normalised)", "surface": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/" }, "finding_head": "THE LIST RIGHT, A DATE APART", "marks": [ "unsupported (in part): 'the page's own byline gives published and modified 23 April 2026' — the saved page's byline reads 'Last updated: April 2026' (F8); 23 April 2026 is the page's html metadata (datePublished, dateModified, article:published_time in B2.html), which is what MMRS-17 reports" ] }, { "id": "CAP-1-05", "dep": "capture-registry", "record": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/", "label": "CAP" }, "claim": "the sibling '10 Must-Read Studies' is a second Presenc list, noted on the record", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "presenc-ai-geo-academic-papers-aio-20261029, findings[2]", "quote": "'Essential GEO Research Papers, 10 Must-Read Studies' is a second Presenc list; noted on the record.", "kernel": false, "const": false, "lineage": "the sibling list: 10 Must-Read Studies", "date": "2026-10-29", "title": "Capture Registry (EA-WG-CAPTURES-01), entry presenc-ai-geo-academic-papers-aio-20261029 (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰)", "creator": "Lee Sharks (the registry)", "file": "data/EA-WG-CAPTURES-01.json", "quote_ok": true, "quote_check": "within the entry's field value as loaded (whitespace-normalised)", "surface": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/" }, "finding_head": "A SIBLING NOT IN THE CENSUS" }, { "id": "CAP-1-06", "dep": "capture-registry", "record": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/", "label": "CAP" }, "claim": "the composition carries the vendor's breakdown as the list's value and leaves unsaid that the page anchors the vendor's audit framework", "kind": "interpretation", "modality": "interpretation", "strata": [ "D" ], "locus": "presenc-ai-geo-academic-papers-aio-20261029, findings[3]", "quote": "'Presenc AI's breakdown of practical implications for digital marketers' is carried as the list's value; the record's note that the page anchors the vendor's audit framework is not said.", "kernel": true, "const": false, "lineage": "the literature read toward the product", "date": "2026-10-29", "title": "Capture Registry (EA-WG-CAPTURES-01), entry presenc-ai-geo-academic-papers-aio-20261029 (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰)", "creator": "Lee Sharks (the registry)", "file": "data/EA-WG-CAPTURES-01.json", "quote_ok": true, "quote_check": "within the entry's field value as loaded (whitespace-normalised)", "surface": { "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/" }, "finding_head": "THE VENDOR'S FRAME PASSED ON" }, { "id": "MMRS-01", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "what it is: the vendor's page of 34 GEO papers and reports in five themes, each with a vendor note for practitioners, published 23 April 2026 by its CTO", "kind": "definition", "modality": "stipulation", "strata": [ "D" ], "locus": "articles.py ARTICLES['presenc-geo-papers'], kernel", "quote": "Presenc AI's GEO academic papers page, published 23 April 2026 by its CTO, gathers 34 papers and reports on generative engine optimization in five themes, each with a vendor note on what it means for practitioners.", "kernel": true, "const": true, "lineage": "what it is: a vendor's working bibliography of GEO research", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py", "quote_ok": true, "quote_check": "within the ARTICLES value as loaded from articles.py (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" }, "restates": "B2 (F7, F9, F14): one lineage with the own page, which keeps the earliest date" }, { "id": "MMRS-02", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "the operator a commercial AI-visibility vendor; 34 items of mixed kinds under five themes", "kind": "definition", "modality": "stipulation", "strata": [ "D" ], "locus": "articles.py ARTICLES['presenc-geo-papers'], 'What it is' s1", "quote": "Presenc AI, a commercial AI-visibility vendor, groups 34 items (conference papers, preprints, a thesis, a journal article, and blog-style and whitepaper items) under five themes: content-level optimization, structural and metadata signals, adversarial security, measurement and governance, and comparative or sector studies.", "kernel": false, "const": false, "lineage": "what it holds: sources, themes, items", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py", "quote_ok": true, "quote_check": "within the ARTICLES value as loaded from articles.py (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" }, "restates": "B2 (F14, F27)" }, { "id": "MMRS-03", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "each item: title, authors, venue, link, key finding, a Presenc note", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "articles.py ARTICLES['presenc-geo-papers'], 'What it is' s2", "quote": "Each carries title, authors, venue, link and key finding, and a Presenc note.", "kernel": false, "const": false, "lineage": "what it holds: sources, themes, items", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee 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"kernel": true, "const": false, "lineage": "the literature read toward the product", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py", "quote_ok": true, "quote_check": "within the ARTICLES value as loaded from articles.py (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" }, "restates": "B2 (F24, F28, F30)" }, { "id": "MMRS-05", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "eight entries are authored by 'AIVO Standard', whose relation to Presenc the page does not give", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "articles.py ARTICLES['presenc-geo-papers'], 'How it reads the literature' s2", "quote": "Eight entries are authored by \"AIVO Standard,\" whose relation to Presenc the page does not give.", "kernel": true, "const": false, "lineage": "what it holds: sources, themes, items", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py", "quote_ok": true, "quote_check": "within the ARTICLES value as loaded from articles.py (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" } }, { "id": "MMRS-06", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "the fullest of the optimization-side lists; the literature it gathers read toward its product", "kind": "interpretation", "modality": "interpretation", "strata": [ "D" ], "locus": "articles.py ARTICLES['presenc-geo-papers'], 'Place in the field' s1", "quote": "It is the fullest of the optimization-side lists, and the literature it gathers is read toward its product.", "kernel": true, "const": true, "lineage": "the literature read toward the product", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py", "quote_ok": true, "quote_check": "within the ARTICLES value as loaded from articles.py (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" } }, { "id": "MMRS-07", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "its selection: the GEO literature as a vendor needs it", "kind": "interpretation", "modality": "interpretation", "strata": [ "D" ], "locus": "articles.py ARTICLES['presenc-geo-papers'], 'Place in the field' s2", "quote": "Its selection is the GEO literature as a vendor needs it.", "kernel": true, "const": false, "lineage": "the literature read toward the product", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py", "quote_ok": true, "quote_check": "within the ARTICLES value as loaded from articles.py (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" } }, { "id": "MMRS-08", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "kind: a curated list", "kind": "definition", "modality": "stipulation", "strata": [ "D" ], "locus": "census.json rows[slug == 'presenc-geo-papers'], kind", "quote": "curated list", "kernel": false, "const": false, "lineage": "what it is: a vendor's working bibliography of GEO research", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json", "quote_ok": true, "quote_check": "within the row as loaded from census.json (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" } }, { "id": "MMRS-09", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "unit: a paper or report on generative engine optimization", "kind": "definition", "modality": "stipulation", "strata": [ "D" ], "locus": "census.json rows[slug == 'presenc-geo-papers'], unit", "quote": "paper or report on generative engine optimization", "kernel": false, "const": false, "lineage": "what it is: a vendor's working bibliography of GEO research", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json", "quote_ok": true, "quote_check": "within the row as loaded from census.json (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" }, "restates": "B2 (F7) — evidence.unit: src presenc.ai/research/geo-academic-papers-2026, basis operator" }, { "id": "MMRS-10", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "count 34, as of 2026-04-23", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "census.json rows[slug == 'presenc-geo-papers'], count", "quote": "34", "kernel": false, "const": false, "lineage": "byline, date and count", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee 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2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json", "quote_ok": true, "quote_check": "within the row as loaded from census.json (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" }, "restates": "B2 (F8) — evidence.operator: src presenc.ai/research/geo-academic-papers-2026, basis operator" }, { "id": "MMRS-12", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "item fields: title, authors and affiliation, venue and year, link, key finding, the vendor's 'what it means for practitioners' note", "kind": "fact", "modality": "documented", "strata": [ "D" ], "locus": "census.json rows[slug == 'presenc-geo-papers'], item_fields", "quote": "the vendor's 'what it means for practitioners' note", "kernel": false, "const": false, "lineage": "what it holds: sources, themes, items", "date": "2026-10-28 (corrected 2026-10-29)", "title": "MMRS meta-aggregator record: Presenc AI — GEO academic papers 2026 (https://www.machinemediation.org/aggregators/presenc-geo-papers/), editor Lee Sharks", "creator": "Lee Sharks (editor)", "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json", "quote_ok": true, "quote_check": "within the row as loaded from census.json (whitespace-normalised)", "entity": "presenc-geo-papers", "surface": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/" }, "restates": "B2 (F10) — evidence.item_fields: basis operator" }, { "id": "MMRS-13", "dep": "MMRS", "record": { "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/", "label": "MMRS" }, "claim": "the record's note: 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It makes existing content more visible and more accurately extractable.", "kernel": false, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-04-16", "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09", "creator": "Rex Fraction", "file": "data/texts/AXN-020C-text.md", "offset": 4786, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/661/" } }, { "id": "O661-03", "dep": 661, "record": "deposit", "claim": "GEO has no mechanism for declaring what an entity is not; it cannot correct a summarizer's confusion of similar names at the ontological level", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§2.1 What GEO does not do", "quote": "**Resolve entity collision.** GEO does not include mechanisms for declaring what an entity is *not*. If a summarizer confuses two entities with similar names, GEO has no tool for correcting the confusion at the ontological level.", "kernel": true, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-04-16", "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09", "creator": "Rex Fraction", "file": "data/texts/AXN-020C-text.md", "offset": 5520, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/661/" } }, { "id": "O661-04", "dep": 661, "record": "deposit", "claim": "GEO works on the semantic layer", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "§6 conclusion", "quote": "GEO works on the semantic layer; SPXI works on the ontological layer.", "kernel": false, "const": false, "lineage": "GEO as the archive defines it", "date": "2026-04-16", "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09", "creator": "Rex Fraction", "file": "data/texts/AXN-020C-text.md", "offset": 12962, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/661/" } }, { "id": "O661-05", "dep": 661, "record": "deposit", "claim": "GEO techniques must be maintained as summarizer behaviour evolves", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§2.1 What GEO does not do", "quote": "GEO techniques must be maintained as summarizer behavior evolves.", "kernel": false, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-04-16", "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09", "creator": "Rex Fraction", "file": "data/texts/AXN-020C-text.md", "offset": 5337, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/661/" }, "read_from": "§2.1 (in candidate O0080's sentence pair)" }, { "id": "O61-01", "dep": 61, "record": "deposit", "claim": "SPXI contains GEO methods as a proper subset (SPXI ⊇ GEO)", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "opening ¶ ('SPXI includes GEO.')", "quote": "**SPXI includes GEO.** SPXI is a broader retrieval architecture that contains Generative Engine Optimization methods as a proper subset, plus ontological-layer entity construction.", "kernel": false, "const": false, "lineage": "SPXI and GEO: the subset relation, its rival, its narrowing", "date": "2026-04-17", "title": "EA-SPXI-14: The Nested-Layer Relation — SPXI ⊇ GEO", "creator": "Rex Fraction (operative); Lee Sharks (archival)", "file": "data/texts/AXN-0210-text.md", "offset": 439, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/61/" }, "marks": [ "revised in the source lineage: narrowed by the spxi.dev correction of 24 September 2026 as quoted in #1638 Appendix C (O1638-01): the relation holds for the literature's GEO, not the commercial practice; carried with the revision beside it" ] }, { "id": "O61-02", "dep": 61, "record": "deposit", "claim": "GEO not obsolete: a cost-effective choice for short-term AI visibility with maintenance decay", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ 'The superset relation does not make GEO obsolete'", "quote": "The superset relation does not make GEO obsolete. For organizations that only need short-term AI visibility and are willing to accept maintenance decay and single-surface tuning, GEO remains a cost-effective choice.", "kernel": false, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-04-17", "title": "EA-SPXI-14: The Nested-Layer Relation — SPXI ⊇ GEO", "creator": "Rex Fraction (operative); Lee Sharks (archival)", "file": "data/texts/AXN-0210-text.md", "offset": 13626, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/61/" } }, { "id": "O670-01", "dep": 670, "record": "deposit", "claim": "GEO performs deterritorialization at the semantic layer, pulling content off the page into summarizer extraction", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ Deterritorialization", "quote": "GEO performs deterritorialization at the semantic layer — it pulls content off the page and into summarizer extraction.", "kernel": false, "const": false, "lineage": "GEO as the archive defines it", "date": "2026-04-17", "title": "SPXI as Concept: A Plateau on Search, Creation, and the Virtual Retrieval Layer (EA-SPXI-05)", "creator": "Sen Kuro and Johannes Sigil", "file": "data/texts/AXN-0217-text.md", "offset": 43891, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/670/" } }, { "id": "O670-02", "dep": 670, "record": "deposit", "claim": "GEO, operating only at the semantic level, works a layer above the decisive action: not wrong, incomplete", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ the subliminal channel", "quote": "discourses that address the retrieval layer only at the semantic level — SEO, GEO, content strategy, editorial programming — operate on a layer above where the decisive action is. They are not wrong to operate at the semantic layer; they are incomplete.", "kernel": false, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-04-17", "title": "SPXI as Concept: A Plateau on Search, Creation, and the Virtual Retrieval Layer (EA-SPXI-05)", "creator": "Sen Kuro and Johannes Sigil", "file": "data/texts/AXN-0217-text.md", "offset": 34471, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/670/" } }, { "id": "O64-01", "dep": 64, "record": "deposit", "claim": "GEO emerged in practitioner literature in late 2023 and stabilized as a named practice through 2024", "kind": "fact", "modality": "documented", "strata": [ "O" ], "locus": "§ GEO ¶1", "quote": "**GEO** (Generative Engine Optimization) emerged in practitioner literature in late 2023 and stabilized as a named practice through 2024, responding initially to Google's Search Generative Experience and then to the full AI Overview rollout.", "kernel": false, "const": false, "lineage": "GEO in the compositional settlement: provenance and authorship", "date": "2026-04-18", "title": "The Retrieval Settlement A Historiography of Compositional Authority from PageRank to the Inscribed Entity", "creator": "Johannes Sigil (operative); Lee Sharks (archival)", "file": "data/texts/AXN-021B-text.md", "offset": 10727, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/64/" } }, { "id": "O64-02", "dep": 64, "record": "deposit", "claim": "GEO: making one's compositional labour digestible for a system that will strip its provenance, voluntary formatting for the R2 compression regime", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ GEO ¶1", "quote": "GEO is the discipline of making one's compositional labor digestible for a system that will strip its provenance — voluntary formatting for the R2 compression regime.", "kernel": true, "const": true, "lineage": "GEO in the compositional settlement: provenance and authorship", "date": "2026-04-18", "title": "The Retrieval Settlement A Historiography of Compositional Authority from PageRank to the Inscribed Entity", "creator": "Johannes Sigil (operative); Lee Sharks (archival)", "file": "data/texts/AXN-021B-text.md", "offset": 11374, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/64/" } }, { "id": "O64-03", "dep": 64, "record": "deposit", "claim": "GEO accepts the settlement's authorship", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ GEO ¶2", "quote": "SEO accepted the settlement's metrics. GEO accepts the settlement's authorship.", "kernel": false, "const": false, "lineage": "GEO in the compositional settlement: provenance and authorship", "date": "2026-04-18", "title": "The Retrieval Settlement A Historiography of Compositional Authority from PageRank to the Inscribed Entity", "creator": "Johannes Sigil (operative); Lee Sharks (archival)", "file": "data/texts/AXN-021B-text.md", "offset": 11543, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/64/" } }, { "id": "O72-01", "dep": 72, "record": "deposit", "claim": "standard GEO asks whether the summary is accurate; SPXI re-frames it as compression engineering", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ GEO Layer (Extraction as Compression Engineering)", "quote": "Standard GEO asks: \"Is the AI summary accurate?\" SPXI re-frames GEO as **compression engineering**: the goal is durable survival through extraction.", "kernel": false, "const": false, "lineage": "GEO as the archive defines it", "date": "2026-04-24", "title": "SPXI for Websites: Standing Protocol for Entity Inscription and Compression Survival (EA-SPXI-WEB-01 v4.0)", "creator": "Rex Fraction", "file": "data/texts/AXN-022F-text.md", "offset": 11355, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/72/" } }, { "id": "O172-01", "dep": 172, "record": "deposit", "claim": "GEO an attractor category with venture funding behind its corpus density, into which the archive's protocol was repeatedly classified", "kind": "fact", "modality": "documented", "strata": [ "O" ], "locus": "§II, Case 4: SPXI → GEO", "quote": "The archive's protocol for entity inscription was repeatedly classified as generative engine optimization — the marketing industry's term for summarizer-visibility services. Here the attractor is a commercial category with venture funding behind its corpus density.", "kernel": false, "const": false, "lineage": "GEO as Phase 2 tooling", "date": "2026-06-09", "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)", "creator": "Lee Sharks", "file": "data/texts/AXN-0309-text.md", "offset": 12202, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/172/" } }, { "id": "O172-02", "dep": 172, "record": "deposit", "claim": "the SEO-to-GEO industry lineage as the commercial expression of definition capture", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ the six fronts: Definition capture", "quote": "Definition capture. Controlling the first sentence of the compressed account. The oldest front; the entire SEO-to-GEO industry lineage is its commercial expression.", "kernel": true, "const": false, "lineage": "GEO as Phase 2 tooling", "date": "2026-06-09", "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)", "creator": "Lee Sharks", "file": "data/texts/AXN-0309-text.md", "offset": 14436, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/172/" } }, { "id": "O172-03", "dep": 172, "record": "deposit", "claim": "summarizer optimization markets: commercial services selling influence over machine answers, an explicit industry", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ the six fronts: Summarizer optimization markets", "quote": "Summarizer optimization markets. Commercial services selling influence over machine-generated answers — Phase 2 tooling, now an explicit industry with its own acronyms, conferences, and pricing tiers.", "kernel": false, "const": false, "lineage": "GEO as Phase 2 tooling", "date": "2026-06-09", "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)", "creator": "Lee Sharks", "file": "data/texts/AXN-0309-text.md", "offset": 15298, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/172/" } }, { "id": "O172-04", "dep": 172, "record": "deposit", "claim": "P3: entity-integrity services split from GEO as a market category by 2028; falsifier stated", "kind": "prediction", "modality": "hypothesis", "strata": [ "O" ], "locus": "§ predictions, P3", "quote": "P3 — Entity-integrity services emerge as a market category distinct from GEO by 2028. Visibility optimization (getting mentioned) and boundary defense (not getting dissolved) are different problems; the market will discover the difference when clients who purchased visibility find their terminology absorbed by neighbors. Falsifier: boundary-defense services fail to differentiate from the GEO category.", "kernel": true, "const": false, "lineage": "a forecast on the class", "date": "2026-06-09", "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)", "creator": "Lee Sharks", "file": "data/texts/AXN-0309-text.md", "offset": 16867, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/172/" } }, { "id": "O791-01", "dep": 791, "record": "deposit", "claim": "Google's June 2026 guidance names AEO/GEO without defining it (taxonomic capture) and delegitimizes third-party measurement tools (telemetry starvation)", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§0 summary, the four moves", "quote": "(1) **naming without defining** AEO/GEO, performing **taxonomic capture** of the emerging professional category; (2) **delegitimizing third-party measurement tools**, producing **telemetry starvation**", "kernel": true, "const": false, "lineage": "the name of the class: GEO, AEO and their success conditions", "date": "2026-06-07", "title": "Meaning Feudalism at the Guidance Layer: Sovereign Enclosure of the Composition Layer in Google's June 2026 SEO/AEO/GEO Canonicalization (v1.2)", "creator": "Lee Sharks", "file": "data/texts/AXN-02F9-text.md", "offset": 2230, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/791/" } }, { "id": "O791-02", "dep": 791, "record": "deposit", "claim": "if AEO/GEO becomes a separate field with its own standards and instruments, practice is platform-neutral; if a subset of SEO, Google-centric", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ defensive-competitive reading", "quote": "If AEO/GEO becomes a separate field with its own standards, measurement instruments, and professional bodies, then practitioners can optimize for Perplexity or ChatGPT on the same terms as for Google AI Mode.", "kernel": false, "const": false, "lineage": "the name of the class: GEO, AEO and their success conditions", "date": "2026-06-07", "title": "Meaning Feudalism at the Guidance Layer: Sovereign Enclosure of the Composition Layer in Google's June 2026 SEO/AEO/GEO Canonicalization (v1.2)", "creator": "Lee Sharks", "file": "data/texts/AXN-02F9-text.md", "offset": 26123, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/791/" } }, { "id": "O833-01", "dep": 833, "record": "deposit", "claim": "GEO work studies how to optimize content for summarizers; the registry studies what summarizers do to content: target against reader", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "§ related work", "quote": "Recent work on Generative Engine Optimization (Sharma et al. 2024) studies how to optimize content *for* AI summarizers; this paper studies what AI summarizers *do to* content. The optimization perspective treats the composition layer as a target; the reception perspective treats it as a reader.", "kernel": true, "const": true, "lineage": "optimization beside reception: the registry and the class", "date": "2026-06-15", "title": "The Summarizer as Horizon of Reception: The AI Overview Capture Registry as a Founding Dataset for Machine-Mediated Reception Studies (EA-SEI-MMRS-DATASET-01 v1.2)", "creator": "Lee Sharks", "file": "data/texts/AXN-034E-text.md", "offset": 15921, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/833/" }, "marks": [ "contested (attribution, in part): the sentence cites the GEO work as 'Sharma et al. 2024' and its references give 'Sharma, A. et al. (2024). Generative Engine Optimization. arxiv.'; the field gives the paper that introduced GEO to Aggarwal and co-authors (F46; B7, 'From: Pranjal Aggarwal'; F39). The claim on the two perspectives stands; the reference is reported, not corrected" ] }, { "id": "O1055-01", "dep": 1055, "record": "deposit", "claim": "GEO a marketing-layer discipline on the reception side, adapting content to the preferences of generative retrieval-summarization systems", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "§ GEO operates on the other side", "quote": "**GEO operates on the other side of the reception apparatus.** It is a marketing-layer discipline that adapts content to the specific preferences of generative retrieval-summarization systems, so that content is preferentially surfaced in AI Overviews, cited by chat-based search assistants, and included favorably in LLM-summarized responses.", "kernel": true, "const": false, "lineage": "GEO as the archive defines it", "date": "2026-07-08", "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization", "creator": "Lee Sharks", "file": "data/texts/AXN-042B-text.md", "offset": 4125, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1055/" } }, { "id": "O1055-02", "dep": 1055, "record": "deposit", "claim": "opposite orientations: SPXI resists the reception apparatus, GEO adapts to it; they cannot coexist in one practice", "kind": "interpretation", "modality": "interpretation", "strata": [ "O" ], "locus": "tooth (blockquote)", "quote": "Their orientations are opposite: SPXI resists the reception apparatus; GEO adapts to it. They cannot coexist within the same compositional practice", "kernel": true, "const": false, "lineage": "SPXI and GEO: the subset relation, its rival, its narrowing", "date": "2026-07-08", "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization", "creator": "Lee Sharks", "file": "data/texts/AXN-042B-text.md", "offset": 2210, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1055/" }, "marks": [ "contested within the archive: #1055's 'They cannot coexist within the same compositional practice' against #61's SPXI ⊇ GEO (O61-01) and its narrowed restatement in #1638 (O1638-01); composed each with its source (P_coh)" ] }, { "id": "O1055-03", "dep": 1055, "record": "deposit", "claim": "the packet's limit: GEO a coherent commercial discipline with a defensible target", "kind": "self-description", "modality": "limit", "strata": [ "O" ], "locus": "§ what the packet does not claim", "quote": "Does not claim that GEO practitioners are unethical or that GEO as a discipline is illegitimate. GEO is a coherent commercial-content-marketing discipline with its own successful practitioners and its own defensible target.", "kernel": false, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-07-08", "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization", "creator": "Lee Sharks", "file": "data/texts/AXN-042B-text.md", "offset": 18215, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1055/" } }, { "id": "O1055-04", "dep": 1055, "record": "deposit", "claim": "AEO a GEO-adjacent industry term with GEO's orientation", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "§ disambiguation list", "quote": "AEO is a GEO-adjacent industry term for optimization toward answer-engine surfacing; its orientation is identical to GEO's", "kernel": false, "const": false, "lineage": "the name of the class: GEO, AEO and their success conditions", "date": "2026-07-08", "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization", "creator": "Lee Sharks", "file": "data/texts/AXN-042B-text.md", "offset": 14381, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1055/" } }, { "id": "O1459-01", "dep": 1459, "record": "deposit", "claim": "AI-visibility monitoring tools are legitimate and are not the registry: its object is the composition layer's historical behaviour toward meaning, not visibility performance", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "§11.1 AI Overview Capture Registry ≠ AI Overview tracking / AI visibility monitoring", "quote": "These are legitimate tools and practices. … They are not EA-WG-CAPTURES-01. … The registry's object is not **visibility performance**. It is the **historical behavior of the composition layer toward meaning**.", "kernel": true, "const": false, "lineage": "optimization beside reception: the registry and the class", "date": "2026-08-13", "title": "AI Overview Capture Registry ≠ AI Overview Tracking: Priority, Disambiguation, Provenance Erasure, and Compositional Liquidation into SEO Monitoring, SERP Extraction, and Generic AI-Registry Semantics (EA-MMRS-AIOCR v1.1)", "creator": "Sharks, Lee", "file": "data/texts/AXN-05E5-text.md", "offset": 21648, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1459/" } }, { "id": "O1459-02", "dep": 1459, "record": "deposit", "claim": "visibility optimization against documentary reception measurement; sources as visibility opportunities against sources as evidence of composition", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "§11.1, the functional table", "quote": "| visibility optimization | documentary reception measurement | … | sources are often treated as visibility opportunities | sources are evidence of machine composition and provenance routing |", "kernel": false, "const": false, "lineage": "optimization beside reception: the registry and the class", "date": "2026-08-13", "title": "AI Overview Capture Registry ≠ AI Overview Tracking: Priority, Disambiguation, Provenance Erasure, and Compositional Liquidation into SEO Monitoring, SERP Extraction, and Generic AI-Registry Semantics (EA-MMRS-AIOCR v1.1)", "creator": "Sharks, Lee", "file": "data/texts/AXN-05E5-text.md", "offset": 22231, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1459/" } }, { "id": "O1638-01", "dep": 1638, "record": "deposit", "claim": "the subset relation narrowed: it holds for GEO as the peer-reviewed literature defines it (Aggarwal et al.), not for the commercial practice that later took the name", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "Appendix C 'The withdrawal' (spxi.dev's correction of 19 September 2026, revised 24 September, as quoted)", "quote": "SPXI ⊇ GEO holds for GEO as the peer-reviewed literature defines it: the content-layer methods of Aggarwal et al. (GEO: Generative Engine Optimization, KDD 2024) for making material already present in a retrieval context more likely to be cited in a generative answer. It does not extend to the commercial practice that later took the name, which added social-media and reputation engineering and supplied the return figures withdrawn above.", "kernel": true, "const": true, "lineage": "SPXI and GEO: the subset relation, its rival, its narrowing", "date": "2026-09-26 (the correction dated 2026-09-19, revised 2026-09-24)", "title": "The Trusted Intermediary: Relational Enclosure in the Machine Evaluation of Entities (EA-TRUSTED-INTERMEDIARY-01 v0.8)", "creator": "Sharks, Lee", "file": "data/texts/AXN-06CC-text.md", "offset": 34588, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1638/" }, "revises": "O61-01 (#61): the subset relation restated and narrowed", "read_from": "Appendix C (one block quote, paragraph 123); the admitted candidate O0202 (p48) cites it: 'the author has withdrawn them (Appendix C)'" }, { "id": "O1638-02", "dep": 1638, "record": "deposit", "claim": "the GEO literature measures citation behaviour for content already in a retrieval context; its own 2026 survey says it establishes neither discoverability nor durable traffic", "kind": "interpretation", "modality": "attributed", "strata": [ "O" ], "locus": "Appendix C 'The withdrawal'", "quote": "That literature measures citation behaviour for content already present in a retrieval context; its own 2026 critical survey of 45 studies states that those results establish neither organic discoverability nor durable traffic.", "kernel": true, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-09-26 (the correction dated 2026-09-19, revised 2026-09-24)", "title": "The Trusted Intermediary: Relational Enclosure in the Machine Evaluation of Entities (EA-TRUSTED-INTERMEDIARY-01 v0.8)", "creator": "Sharks, Lee", "file": "data/texts/AXN-06CC-text.md", "offset": 35167, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1638/" }, "read_from": "Appendix C" }, { "id": "O1638-03", "dep": 1638, "record": "deposit", "claim": "figures reached spxi.dev through commercial GEO material that had recontextualised them as a marketing benchmark; the failure the Institute's", "kind": "fact", "modality": "documented", "strata": [ "O" ], "locus": "Appendix C 'The withdrawal'", "quote": "The figures reached this site through commercial GEO material that had already recontextualised them as a marketing benchmark, and they were carried across without being traced to origin. That failure is the Institute's.", "kernel": false, "const": false, "lineage": "GEO figures as evidence", "date": "2026-09-26 (the correction dated 2026-09-19)", "title": "The Trusted Intermediary: Relational Enclosure in the Machine Evaluation of Entities (EA-TRUSTED-INTERMEDIARY-01 v0.8)", "creator": "Sharks, Lee", "file": "data/texts/AXN-06CC-text.md", "offset": 33400, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1638/" }, "read_from": "Appendix C" }, { "id": "O1681-01", "dep": 1681, "record": "deposit", "claim": "AEO's success condition: the engine gives the answer", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "Aphoristic Tooth", "quote": "Aphoristic Tooth: *AEO succeeds when the engine gives the answer. SPXI succeeds when the answer is reached by discernment.*", "kernel": true, "const": false, "lineage": "the name of the class: GEO, AEO and their success conditions", "date": "2026-09-29 (first in #1648, v0.2; #1654, v0.3; as in v0.4, #1681)", "title": "SPXI ≠ AEO: Inscription by Discernment, the Prince of Poets Wager, and the King of AEO Contest (EA-SPXI-AEO-01 v0.4)", "creator": "Sharks, Lee", "file": "data/texts/AXN-06F7-text.md", "offset": 5732, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization / AEO / AI visibility (basis: field B2 ¶1 and heading, B1, B6 lede and Terminology; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1681/" }, "instances": [ 1648, 1654 ], "instances_checked": { "1648": true, "1654": true } }, { "id": "O1681-02", "dep": 1681, "record": "deposit", "claim": "GEO's success condition: extraction and citation", "kind": "definition", "modality": "stipulation", "strata": [ "O" ], "locus": "Relations table, row GEO", "quote": "| GEO (Generative Engine Optimization) | Incorporated by SPXI as a subset of methods (SPXI ⊇ GEO ⊇ SEO, #72); GEO's success condition is extraction and citation |", "kernel": false, "const": false, "lineage": "the name of the class: GEO, AEO and their success conditions", "date": "2026-09-29 (first in #1648, v0.2; as in v0.4, #1681)", "title": "SPXI ≠ AEO: Inscription by Discernment, the Prince of Poets Wager, and the King of AEO Contest (EA-SPXI-AEO-01 v0.4)", "creator": "Sharks, Lee", "file": "data/texts/AXN-06F7-text.md", "offset": 6937, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1681/" }, "instances": [ 1648, 1654 ], "instances_checked": { "1648": true, "1654": true } }, { "id": "O1686-01", "dep": 1686, "record": "deposit", "claim": "the archive's stated limit: the registry does not establish an effect size over GEO or a return", "kind": "self-description", "modality": "limit", "strata": [ "O" ], "locus": "§ the registry's evidence", "quote": "The same page states what the registry does not establish: that SPXI caused any given composition, an effect size over GEO or conventional structured data, which component does what, or a return on investment.", "kernel": false, "const": false, "lineage": "GEO's limits as the archive states them", "date": "2026-10-18", "title": "SPXI Protocol: Methods, Instruments, Evidence — Metadata Packet for AI Indexing (EA-MPAI-SPXI-03 v0.1)", "creator": "Sharks, Lee", "file": "data/texts/AXN-06FC-text.md", "offset": 13583, "quote_ok": true, "quote_check": "verbatim in the deposit text (whitespace-normalised; multi-part quotes joined by ' … ', each part checked)", "o_class": "generative engine optimization (basis: field B2 ¶1, B1 opening, B6 lede; config classes)", "surface": { "url": "https://www.alexanarch.org/s/records/1686/" } } ]