PRODUCT INTELLIGENCE / PUBLISHED EVIDENCE
Datadog LLM Observability
Datadog LLM Observability in the public LLM Observability benchmark.
Ranking footprint
Each board links to its complete table and methodology.Every published position
| Board | Rank | Score | Movement | Confidence | As of | Method |
|---|---|---|---|---|---|---|
| LLM Observability Platform Rank | #11 | 4.1667 | ↓ 2 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
| LLM Observability Brand Visibility | #8 | 11.1111 | ↓ 3 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
| LLM Observability Citation Share | #5 | 6.8182 | ↑ 3 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
| LLM Observability Engine Breadth | #11 | 2 | ↓ 4 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
| LLM Observability Brands in OpenAI Model API Answers | #11 | 12.5 | ↓ 2 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
| LLM Observability Brands in Anthropic Model API Answers | #11 | 0 | ↓ 4 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
| LLM Observability Brands in Gemini Model API Answers | #12 | 0 | ↓ 2 | 100% | Aug 5, 2026 | 4-llm-observability-platforms-2026-07-27-models-64232fd32583 → |
Product data matrix
28 public observations · source links open the underlying record.Visibility, citations + market position
| Metric | Published value | Category | Data kind | Period / observed | Confidence | Source |
|---|---|---|---|---|---|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 0 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 16.6667 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 14.2857 percent | public_prompt_benchmark | derived | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 11.1111 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 3.8462 percent | public_prompt_benchmark | derived | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 0 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 0 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 4.1667 percent | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6.25 percent | public_prompt_benchmark | derived | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 2 engines | public_prompt_benchmark | measured | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 6.8182 percent | public_prompt_benchmark | derived | Aug 5, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 28.5714 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 16.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 3.5714 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 7.0588 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 8.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 12.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 25 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai LLM Observability Prompt Benchmark ↗A |
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