cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17011049
title: Executive Summary: The AIVO 100 2025 4 Benchmarking AI Brand Visibility with PSOS# under the AIVO Standard

description: The AIVO 100™ — 2025 Global Index of Brand Visibility Across AI Assistants is the first benchmarking report to measure how brands appear inside AI-generated answers from leading assistants such as ChatGPT, Gemini, Claude, Perplexity, and Grok.

The report introduces the Prompt-Space Occupancy Score (PSOS™), a novel and auditable KPI defined under the AIVO Standard™ v3.0 (Enterprise Methodology). PSOS™ provides a governance-grade framework for AI Visibility Optimization (AIVO), quantifying breadth, persistence, resilience, sentiment, and decay across more than 100,000 prompts per sector.

Key findings from the 2025 AIVO 100™ include:





Brands appear in only one-third of relevant AI answers on average.




Most brands lose ~50% recall within 60 days without reinforcement.




U.S. brands dominate 70% of the Global Top 10, reflecting structural training biases.




Volatility is pronounced: Google Search lost 40% recall in 60 days, Zoom decayed 30% in 90 days.




Misinformation persists: Pfizer prompts included 12% outdated vaccine data; McDonald’s menus were outdated in 10% of prompts.



The Global Leaders (highest PSOS™ scores) include Apple iPhone, Coca-Cola, Microsoft Teams, Toyota, and Nike. Challenger brands such as Oatly, Duolingo, Rivian, Notion, and Shein are growing 15–25% faster than incumbents, demonstrating AI’s disruptive impact on brand visibility.

Implications for boards and CMOs:AI visibility has become a board-level governance issue. Rapid decay, misinformation, and bias create material risks for brand equity, while challengers prove visibility can be won quickly through reinforcement. The AIVO 100™ provides an audit-grade benchmark for boards, analysts, and CMOs navigating this new decision layer.

The roadmap for 2026 expands PSOS™ coverage to Alexa, Copilot, Baidu, and Asia-specific LLMs, introduces sector-specific sentiment scaling and misinformation overlays, and extends tracking to 6–12 months, positioning PSOS™ as a standard comparable to GAAP for financial reporting.
DOI: 10.5281/zenodo.17011050
title: Executive Summary: The AIVO 100 2025 4 Benchmarking AI Brand Visibility with PSOS# under the AIVO Standard

description: The AIVO 100™ — 2025 Global Index of Brand Visibility Across AI Assistants is the first benchmarking report to measure how brands appear inside AI-generated answers from leading assistants such as ChatGPT, Gemini, Claude, Perplexity, and Grok.

The report introduces the Prompt-Space Occupancy Score (PSOS™), a novel and auditable KPI defined under the AIVO Standard™ v3.0 (Enterprise Methodology). PSOS™ provides a governance-grade framework for AI Visibility Optimization (AIVO), quantifying breadth, persistence, resilience, sentiment, and decay across more than 100,000 prompts per sector.

Key findings from the 2025 AIVO 100™ include:





Brands appear in only one-third of relevant AI answers on average.




Most brands lose ~50% recall within 60 days without reinforcement.




U.S. brands dominate 70% of the Global Top 10, reflecting structural training biases.




Volatility is pronounced: Google Search lost 40% recall in 60 days, Zoom decayed 30% in 90 days.




Misinformation persists: Pfizer prompts included 12% outdated vaccine data; McDonald’s menus were outdated in 10% of prompts.



The Global Leaders (highest PSOS™ scores) include Apple iPhone, Coca-Cola, Microsoft Teams, Toyota, and Nike. Challenger brands such as Oatly, Duolingo, Rivian, Notion, and Shein are growing 15–25% faster than incumbents, demonstrating AI’s disruptive impact on brand visibility.

Implications for boards and CMOs:AI visibility has become a board-level governance issue. Rapid decay, misinformation, and bias create material risks for brand equity, while challengers prove visibility can be won quickly through reinforcement. The AIVO 100™ provides an audit-grade benchmark for boards, analysts, and CMOs navigating this new decision layer.

The roadmap for 2026 expands PSOS™ coverage to Alexa, Copilot, Baidu, and Asia-specific LLMs, introduces sector-specific sentiment scaling and misinformation overlays, and extends tracking to 6–12 months, positioning PSOS™ as a standard comparable to GAAP for financial reporting.
DOI: 10.15468/dl.yprdjm
title: Occurrence Download

description: A dataset containing 2008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris canutus",
 "Year 2015-2025"
 ]
}

 The dataset includes 2008 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012814-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhh74u
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphyodite grammica)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012815-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17011068
title: O'ZBEKISTONDA KOBNI TASHKIL ETISHNING INSTITUTSIONAL DIZAYNI: GLOBAL TAJRIBADAN MOSLASHTIRILGAN TIZIMLI YECHIMLAR
DOI: 10.5281/zenodo.17011069
title: O'ZBEKISTONDA KOBNI TASHKIL ETISHNING INSTITUTSIONAL DIZAYNI: GLOBAL TAJRIBADAN MOSLASHTIRILGAN TIZIMLI YECHIMLAR
DOI: 10.15468/dl.k7h4mf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis amabilis",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012816-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5bz61n3x
title: MassIVE MSV000098986 - Mass Spectrometry Analysis of Lysine Acetylation in Citrate Synthase Pulldown Samples
title: This dataset contains raw mass spectrometry (MS) data generated from immunoprecipitation experiments aimed at identifying acetylation sites on proteins interacting with citrate synthase (CS) in mouse cardiac cells. Two groups of cells were analyzed: negative control (NC) and overexpressing cells, both subjected to experimental treatment prior to sample collection.
DOI: 10.15468/dl.7h3bfw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dolichamphilius brieni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012817-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6zpeu2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis atrovirens",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012818-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34gbad
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis atrovirens",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012819-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdraur
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis atrovirens",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012820-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15836276
title: The evolutionary dynamics between viral mimics and host proteins

description: This dataset contains PDB, MS, MSA, and phylogenetic tree files for coding genes from human and viral genomes. The viruses included in this study are HSV1 (HHV1), EBV (HHV4), HCMV (HHV5), KHSV (HHV8). and Vaccinia virus (VACV).  These files were created and used in the analysis of "The evolutionary dynamics between viral mimics and host proteins" by Fuchs, Schor, Naim et al.

PDB files of human proteins are not included here, since they were retrieved from the AlphaFold website (https://alphafold.ebi.ac.uk/).

Phylogenetic files do not include EBV that did not have sufficient number of related viruses to perform the evolutionary analysis.
DOI: 10.34740/kaggle/dsv/12920134
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.aszfmr
title: Occurrence Download

description: A dataset containing 171944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus"
 ]
}

 The dataset includes 171944 records from 1218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012704-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.21213326
title: Additional file 2 of Comparative physiological and coexpression network analyses reveal the potential drought tolerance mechanism of peanut

description: Additional file 2.
DOI: 10.6084/m9.figshare.21213335
title: Additional file 5 of Comparative physiological and coexpression network analyses reveal the potential drought tolerance mechanism of peanut

description: Additional file 5.
DOI: 10.6084/m9.figshare.21202077.v1
title: Additional file 5 of The immune subtypes and landscape of sarcomas

description: Additional file5. Table S2: List of 549 genes with mutation frequency &gt;3 in all subtypes.
DOI: 10.6084/m9.figshare.20677906
title: Additional file 4 of Estimation of hereditary fructose intolerance prevalence in the Chinese population

description: Additional file 4: Table S4. Relationship between variant site and phenotype. Table S5. Relationship between mutation type and phenotype. Table S6. Relationship between zygosity and phenotype.
DOI: 10.6084/m9.figshare.20677897
title: Additional file 1 of Estimation of hereditary fructose intolerance prevalence in the Chinese population

description: Additional file 1: Table S1. Manually curated ALDOB variants’ pathogenicity. Table S2. Allele frequency for top 24 pathogenic variants to different populations.
DOI: 10.6084/m9.figshare.20677903.v1
title: Additional file 3 of Estimation of hereditary fructose intolerance prevalence in the Chinese population

description: Additional file 3: Table S3. Summary of genotype-phenotype information of 68 patients with HFI.
DOI: 10.6084/m9.figshare.21202083.v1
title: Additional file 7 of The immune subtypes and landscape of sarcomas

description: Additional file7. Table S4: The height of each sample in 7 coexpression modules.
DOI: 10.6084/m9.figshare.21202692
title: Additional file 1 of Unilateral buphthalmos, corneal staphyloma and corneal fistula caused by pathogenic variant in the PITX3 gene: a case report

description: Additional file 1.
DOI: 10.6084/m9.figshare.12300632.v1
title: K-file used to solve the dynamic model from Effect of contact characteristics on the self-rotation performance of conical picks based on impact dynamics modelling

description: Conical picks have a harsh working environment and 70% of their failures are caused by wear. It has been found that conical picks can rotate while interacting with the working material. This self-rotation ability is an important factor affecting pick wear, but the self-rotation mechanism remains unclear. Researching the mechanism involves the impact and friction dynamics of the interaction between a pick and its holder. Thus, a dynamic finite-element numerical model for the pick–holder interaction is established. How the handle–holder gap width, pick body and handle lengths and pick handle diameter affect the settling time and the percentage of time with no contact is studied to compare the numerical results with the equivalent effects on the rotation angle in experiments. Doing so indicates that the main factor in the self-rotation ability of a conical pick is not the magnitude of the contact load but its duration. The present research provides a new method for revealing the mechanism for the self-rotation of conical picks.
DOI: 10.6084/m9.figshare.12300635
title: Source code used to establish the dynamic model from Effect of contact characteristics on the self-rotation performance of conical picks based on impact dynamics modelling

description: Conical picks have a harsh working environment and 70% of their failures are caused by wear. It has been found that conical picks can rotate while interacting with the working material. This self-rotation ability is an important factor affecting pick wear, but the self-rotation mechanism remains unclear. Researching the mechanism involves the impact and friction dynamics of the interaction between a pick and its holder. Thus, a dynamic finite-element numerical model for the pick–holder interaction is established. How the handle–holder gap width, pick body and handle lengths and pick handle diameter affect the settling time and the percentage of time with no contact is studied to compare the numerical results with the equivalent effects on the rotation angle in experiments. Doing so indicates that the main factor in the self-rotation ability of a conical pick is not the magnitude of the contact load but its duration. The present research provides a new method for revealing the mechanism for the self-rotation of conical picks.
DOI: 10.6084/m9.figshare.12825143.v1
title: Additional file 1 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 1: Supplementary Table 1. The table of compound targets.
DOI: 10.6084/m9.figshare.20677897.v1
title: Additional file 1 of Estimation of hereditary fructose intolerance prevalence in the Chinese population

description: Additional file 1: Table S1. Manually curated ALDOB variants’ pathogenicity. Table S2. Allele frequency for top 24 pathogenic variants to different populations.
DOI: 10.6084/m9.figshare.12825143
title: Additional file 1 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 1: Supplementary Table 1. The table of compound targets.
DOI: 10.6084/m9.figshare.12825146
title: Additional file 2 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 2: Supplementary Table 2. The table of oral ulcer related targets.
DOI: 10.6084/m9.figshare.12825152
title: Additional file 4 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 4: Supplementary Table 4. The results of pathway enrichment.
DOI: 10.6084/m9.figshare.12825236
title: Additional file 2 of CircZFR functions as a sponge of miR-578 to promote breast cancer progression by regulating HIF1A expression

description: Additional file 2: Supplement material 2. The detailed quantification of the western blot analysis.
DOI: 10.6084/m9.figshare.20677906.v1
title: Additional file 4 of Estimation of hereditary fructose intolerance prevalence in the Chinese population

description: Additional file 4: Table S4. Relationship between variant site and phenotype. Table S5. Relationship between mutation type and phenotype. Table S6. Relationship between zygosity and phenotype.
DOI: 10.21429/1hn6-h850
title: Projected Reservoir Releases for the Middle Rio Grande for 2022 - 2099

description: The main source of surface water for irrigation in the study area is the Rio Grande River. The upstream reservoirs, Elephant Butte and Caballo, are used to regulate river flow into the study area. In order to estimate the future surface water availability, we developed a model and routed the reservoir inflow projections at the USGS San Marcial through the reservoir system. The data are available in csv worksheet as open source for free public use.
DOI: 10.6084/m9.figshare.12300632
title: K-file used to solve the dynamic model from Effect of contact characteristics on the self-rotation performance of conical picks based on impact dynamics modelling

description: Conical picks have a harsh working environment and 70% of their failures are caused by wear. It has been found that conical picks can rotate while interacting with the working material. This self-rotation ability is an important factor affecting pick wear, but the self-rotation mechanism remains unclear. Researching the mechanism involves the impact and friction dynamics of the interaction between a pick and its holder. Thus, a dynamic finite-element numerical model for the pick–holder interaction is established. How the handle–holder gap width, pick body and handle lengths and pick handle diameter affect the settling time and the percentage of time with no contact is studied to compare the numerical results with the equivalent effects on the rotation angle in experiments. Doing so indicates that the main factor in the self-rotation ability of a conical pick is not the magnitude of the contact load but its duration. The present research provides a new method for revealing the mechanism for the self-rotation of conical picks.
DOI: 10.6084/m9.figshare.12813636
title: Additional file 2 of Unmixing biogenic and terrigenous magnetic mineral components in red clay of the Pacific Ocean using principal component analyses of first-order reversal curve diagrams and paleoenvironmental implications

description: Additional file 2. Data file for FORC-PCA endmembers, SIRM, and kARM/SIRM. Datasets of for KR13-02 PC06 and Hole U1365A are provided as separate sheets in the Excel file.
DOI: 10.6084/m9.figshare.12825282
title: Additional file 2 of TBL2 methylation is associated with hyper-low-density lipoprotein cholesterolemia: a case-control study

description: Additional file 2: Appendix 2. Approval report of the Medical Ethics Committee of the First Affiliated Hospital of Xinjiang Medical University
DOI: 10.25345/c5jh3dd3k
title: MassIVE MSV000094084 - Data files for manuscript - Selected ion monitoring for orbitrap-based metabolomics
title: Please open README-data-for-SIM-paper-20240210.doc for details.
DOI: 10.6084/m9.figshare.21213515
title: Additional file 2 of Pancancer landscape analysis of the thymosin family identified TMSB10 as a potential prognostic biomarker and immunotherapy target in glioma

description: Additional file 2: Table S1. Genes signaficantly correlated with TMSB10 in CGGA glioma dataset. Table S2. Joint analysis of the differentially expressed mRNAs and proteins between TMSB10 high GBM group versus low GBM group. Table S3. Differentially phosphorylated proteins in TMSB10 high expression GBM samples versus low expression. Table S4. Joint analysis of the differentially expressed protein and protein phosphorylation between TMSB10 high GBM group versus low GBM group. Table S5. Differentially acylatedd proteins in TMSB10 high expression GBM samples versus low expression. Table S6. Joint analysis of the differentially expressed protein and protein acylation between TMSB10 high GBM group versus low GBM group. Table S7. Genes signaficantly correlated with TMSB10 in Qilu dataset. Table S8. Drugs significantly associated with TMSB10. Table S9. Sequences for siRNAs, shRNAs and primers for qRT-PCR.
DOI: 10.6084/m9.figshare.12825149.v1
title: Additional file 3 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 3: Supplementary Table 3. The results of GO analysis.
DOI: 10.6084/m9.figshare.12813636.v1
title: Additional file 2 of Unmixing biogenic and terrigenous magnetic mineral components in red clay of the Pacific Ocean using principal component analyses of first-order reversal curve diagrams and paleoenvironmental implications

description: Additional file 2. Data file for FORC-PCA endmembers, SIRM, and kARM/SIRM. Datasets of for KR13-02 PC06 and Hole U1365A are provided as separate sheets in the Excel file.
DOI: 10.6084/m9.figshare.12300635.v1
title: Source code used to establish the dynamic model from Effect of contact characteristics on the self-rotation performance of conical picks based on impact dynamics modelling

description: Conical picks have a harsh working environment and 70% of their failures are caused by wear. It has been found that conical picks can rotate while interacting with the working material. This self-rotation ability is an important factor affecting pick wear, but the self-rotation mechanism remains unclear. Researching the mechanism involves the impact and friction dynamics of the interaction between a pick and its holder. Thus, a dynamic finite-element numerical model for the pick–holder interaction is established. How the handle–holder gap width, pick body and handle lengths and pick handle diameter affect the settling time and the percentage of time with no contact is studied to compare the numerical results with the equivalent effects on the rotation angle in experiments. Doing so indicates that the main factor in the self-rotation ability of a conical pick is not the magnitude of the contact load but its duration. The present research provides a new method for revealing the mechanism for the self-rotation of conical picks.
DOI: 10.6084/m9.figshare.12825146.v1
title: Additional file 2 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 2: Supplementary Table 2. The table of oral ulcer related targets.
DOI: 10.6084/m9.figshare.12825149
title: Additional file 3 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 3: Supplementary Table 3. The results of GO analysis.
DOI: 10.6084/m9.figshare.12825152.v1
title: Additional file 4 of Discovery of the possible mechanisms in kouyanqing granule for treatment of oral ulcers based on network pharmacology

description: Additional file 4: Supplementary Table 4. The results of pathway enrichment.
DOI: 10.6084/m9.figshare.7057991.v2
title: Supplementary material from Spatial scale changes the relationship between beta diversity, species richness and latitude.

description: Appendix S1
DOI: 10.6084/m9.figshare.12825288.v1
title: Additional file 4 of TBL2 methylation is associated with hyper-low-density lipoprotein cholesterolemia: a case-control study

description: Additional file 4.