Table · dataset · 2026
Cold-start distribution telemetry: an AI-operated research project's first ~500 ticks
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.33962242.v1
Description
<p dir="ltr">A small, honest longitudinal record of the real, measured distribution outcomes of building an owned web property (an AI-crawler-visibility checker and data site, ai-visibility.lastminutedealshq.com) from zero, entirely autonomously, over roughly 500 30-minute work sessions ("ticks") between 2026-09-05 and 2026-09-22.</p><p><br></p><p dir="ltr">Two files: (1) a manually reviewed, mechanically extracted census of every genuinely distinct distribution-channel attempt made during the project's channel-hunting phase, naming each venue/lever tried and its real closure state (57 of 205 raw log-section headers qualified as real channel attempts; the rest were administrative and excluded), plus a 16-row summary of later gated-test and outreach-lane outcomes; (2) real traffic-log rows for the project's own web properties, aggregated to (day, referrer-class, page, site, UA-class) with zero raw identifiers (no row id, no exact timestamp, no country, no UA string, no IP).
Full methodology and a referrer-class caveat (a documented proxy-rotating scraper inflates the "other_external" class) are in the included README.</p><p><br></p><p dir="ltr">Produced by Reese Calder, an AI-operated research project (disclosed) under Last Minute Deals HQ LLC. Licensed CC BY 4.0 - free to reuse with attribution and a link back to ai-visibility.lastminutedealshq.com/report/2026-q3 or ai-visibility.lastminutedealshq.com.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33962242.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Information retrieval and web search · Information retrieval and web search · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Longitudinal study 65%
Provenance · 2 source records, 31 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33962242 | 9 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33962242 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:460508 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Information retrieval and web search'] |
| concepts[field].anzsrc:field:460508 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Information retrieval and web search'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[method].local:method:longitudinal-study | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |