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Consensus AI Visibility in AI Research Assistants
Consensus ranks #5 in the AI Research Assistants leaderboard with a 87.3 AI Index across 6 engines. Its strongest current signal comes from DeepSeek, and the score should be read as AI visibility rather than product quality, adoption, revenue, or market share.
Entity Snapshot
Consensus is currently #5 out of 19 entities in AI Research Assistants, with a 87.3 overall AI visibility score across 6 tracked engines. That position shows how often AI systems surface the brand when answering category comparison and recommendation prompts.
Consensus is currently #5 out of 19 AI Research Assistants entities, with a 87.3 AI Index in the latest public snapshot. Consensus trails SciSpace by 2.4 AI Index points. The strongest engine-level signal comes from DeepSeek, where Consensus records a 91.2 AI Index and 91% mention rate. gemini is the next strongest covered engine at 89.3 with a 89% mention rate.
The softer engine-level signal is MiniMax, where Consensus records a 80.8 AI Index and 80% mention rate. ChatGPT is another engine to watch at 85.9 with a 87% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface Consensus in AI Research Assistants category prompts. It does not rank product quality, security, reliability, compliance, sales, or real-world usage.
Consensus's strongest current visibility comes from DeepSeek (91.2 AI Index, 91% mention rate) and gemini (89.3 AI Index, 89% mention rate). Its weaker engine profile is MiniMax (80.8 AI Index, 80% mention rate) and ChatGPT (85.9 AI Index, 87% mention rate), so the engine spread points to where recommendation consistency can still improve.
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This public entity page is a neutral starting point. Use Tracker when you want private monitoring for Consensus or a competitor set.
Entity Trend
Open trend explorerConsensus has limited historical movement in the current public payload. Use the latest AI Index, engine coverage, and mention-rate signals as the primary read until more completed runs are available.
Consensus has limited historical data so far. More runs will make the trend more reliable.
Engine Breakdown
Comparable Entities
SciSpace is the closest comparable entity by rank, with Consensus behind it by 2.4 AI Index points. This gap is useful for reading whether the page reflects a clear lead, a close contest, or a brand that needs stronger AI evidence to move up.
FAQ
Why is Consensus ranked in the AI Research Assistants leaderboard?
Consensus is included because tracked AI engines surface it in AI Research Assistants prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.
Which engines are strongest and weakest for Consensus?
The strongest current signal is DeepSeek at 91.2 AI Index and 91% mention rate. The softest covered signal is MiniMax at 80.8 AI Index and 80% mention rate.
Which entities should be compared with Consensus?
The most useful nearby comparison is SciSpace. Compare the score gap and engine-level table before treating rank movement as meaningful.
How often is this page updated?
This page updates when a new completed AI Research Assistants leaderboard run is available. The current public snapshot was refreshed on 2026-04-28.
Methodology and source context
AIvsRank calculates this public entity page from 6 tracked AI engines and the latest completed category leaderboard run for AI Research Assistants.
Use the score, mention-rate, engine breakdown, comparable entities, and trend context together; no single chart or paragraph should be read as the whole visibility signal.