What are the top 5 research tools?
Asked "What are the top 5 research tools?", ChatGPT, Copilot, Gemini, Google AI Mode and Perplexity named 35 distinct tools across 15 answers on September 7, 2026, and 14 of them in two or more answers, and the engines did not agree; the closest to a consensus, Consensus, was named by only 4 of 5.
14 of 35 names confirmed · named in 2 or more of 15 answers · asked September 7, 2026 · 5 engines
The top research tools include Google Scholar, Semantic Scholar, Consensus, and Elicit, which cover literature discovery, evidence synthesis, and systematic reviews. These tools are essential for students, academics, and professionals. A recommended workflow could involve using these tools in a progression to find, screen, expand, evaluate, and verify research.
- 1Consensusnamed in 10 of 15 answers
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- 2Elicitnamed in 9 of 15 answers
- 3Google Scholarnamed in 8 of 15 answers
- 4Semantic Scholarnamed in 8 of 15 answers
- 5Zoteronamed in 6 of 15 answers
- 6Mendeleynamed in 4 of 15 answers
- 7ResearchRabbitnamed in 4 of 15 answers
- 8Perplexity AInamed in 3 of 15 answers
- 9NotebookLMnamed in 3 of 15 answers
- 10EndNotenamed in 3 of 15 answers
- 11PubMednamed in 2 of 15 answers
- 12Scitenamed in 2 of 15 answers
- 13Scopusnamed in 2 of 15 answers
- 14Web of Sciencenamed in 2 of 15 answers
- 15ChatGPTnamed in 1 of 15 answersone answer
- 16ResearchGatenamed in 1 of 15 answersone answer
- 17Groknamed in 1 of 15 answersone answer
- 18SciSpacenamed in 1 of 15 answersone answer
- 19OpenAlexnamed in 1 of 15 answersone answer
- 20Perplexitynamed in 1 of 15 answersone answer
- 21NVivonamed in 1 of 15 answersone answer
- 22IBM SPSSnamed in 1 of 15 answersone answer
- 23Rnamed in 1 of 15 answersone answer
- 24Pythonnamed in 1 of 15 answersone answer
- 25SPSSnamed in 1 of 15 answersone answer
The full measurement
- The position each of the 5 engines gave all 35 names.
- How many of the 15 answers named each of them.
- 102 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.