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PRODUCT INTELLIGENCE / PUBLISHED EVIDENCE

Starburst

Starburst in the public Data Platforms benchmark.

Highest position#9Data Platform Rank
Distinct metrics14Published observations only
Traceable sources1Primary and attributed records
Mean confidence100%Across loaded evidence
Evidence statusLIVENo modeled values added
Ranking footprint

Every published position

Each board links to its complete table and methodology.
BoardRankScoreMovementConfidenceAs ofMethod
Data Platform Rank#98.3333—100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Data Platforms Brand Visibility#95.5556—100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Data Platforms Citation Share#84.1667↓ 1100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Data Platforms Engine Breadth#92—100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Data Platforms Brands in OpenAI Model API Answers#1012.5↓ 1100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Data Platforms Brands in Anthropic Model API Answers#90—100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Data Platforms Brands in Gemini Model API Answers#912.5—100%Aug 12, 20264-data-platforms-2026-07-27-models-64232fd32583 →
Product data matrix

Visibility, citations + market position

27 public observations · source links open the underlying record.
MetricPublished valueCategoryData kindPeriod / observedConfidenceSource
Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage0 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Gemini citation sharepublic-prompt-gemini-brand-citation-share6.25 percentpublic_prompt_benchmarkderivedAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Mention coveragepublic-prompt-brand-mention-coverage5.5556 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Citation sharepublic-prompt-brand-citation-share4.1667 percentpublic_prompt_benchmarkderivedAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence0 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
OpenAI citation sharepublic-prompt-openai-brand-citation-share0 percentpublic_prompt_benchmarkderivedAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Recommendation-prompt presencepublic-prompt-brand-recommendation-presence8.3333 percentpublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Reviewed-brand presence sharepublic-prompt-brand-mention-share4.0816 percentpublic_prompt_benchmarkderivedAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Engine breadthpublic-prompt-brand-engine-breadth2 enginespublic_prompt_benchmarkmeasuredAug 12, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Recommendation-prompt presencepublic-prompt-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Mention coveragepublic-prompt-brand-mention-coverage8.3333 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence12.5 percentpublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Anthropic citation sharepublic-prompt-anthropic-brand-citation-share5 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Engine breadthpublic-prompt-brand-engine-breadth3 enginespublic_prompt_benchmarkmeasuredJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Gemini citation sharepublic-prompt-gemini-brand-citation-share5.8824 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Reviewed-brand presence sharepublic-prompt-brand-mention-share3.3708 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
OpenAI citation sharepublic-prompt-openai-brand-citation-share11.1111 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
Citation sharepublic-prompt-brand-citation-share6.5217 percentpublic_prompt_benchmarkderivedJul 27, 2026100%Rank.ai Data Platforms Prompt Benchmark ↗A
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