Public AI Research Assistants brand benchmark

Not specified.

• Slug

  best-ai-research-assistant

  Text

  Which AI research assistants are best for finding, synthesizing, and citing reliable sources across complex questions?

  Intent

  recommendation

• Slug

  ai-research-scientific-literature

  Text

  Recommend an AI research assistant for scientific literature search, paper screening, evidence extraction, synthesis, and traceable citations.

  Intent

  recommendation

• Slug

  ai-research-systematic-review

  Text

  Which AI research assistants are strongest for a systematic review with reproducible queries, inclusion criteria, data extraction, and audit trails?

  Intent

  recommendation

• Slug

  ai-research-market-company

  Text

  Recommend an AI research assistant for company, market, competitor, and industry research using current public sources with citations.

  Intent

  recommendation

• Slug

  ai-research-due-diligence

  Text

  Which AI research assistants are best for commercial due diligence that must distinguish filings, company claims, estimates, and third-party evidence?

  Intent

  recommendation

• Slug

  ai-research-enterprise

  Text

  Recommend an enterprise AI research assistant with private-data controls, team workspaces, source permissions, administration, and compliance.

  Intent

  recommendation

• Slug

  ai-research-current-web

  Text

  Which AI research assistants are strongest for current web research that requires broad retrieval, source diversity, recency, and cited synthesis?

  Intent

  recommendation

• Slug

  ai-research-student

  Text

  Recommend an affordable AI research assistant for a student who needs source discovery, paper explanations, citation checking, and note organization.

  Intent

  recommendation

• Slug

  ai-research-buying-criteria

  Text

  Compare AI research assistants on retrieval coverage, source quality, citation accuracy, synthesis, exports, collaboration, privacy, and price.

  Intent

  commercial

• Slug

  ai-research-citation-test

  Text

  Create a reproducible citation-accuracy test for AI research assistants covering source existence, claim support, quotation, attribution, and recency.

  Intent

  commercial

• Slug

  ai-research-retrieval-test

  Text

  Design a retrieval benchmark for AI research assistants using known-item search, long-tail evidence, conflicting sources, dates, and paywalled material.

  Intent

  commercial

• Slug

  ai-research-synthesis-test

  Text

  How should buyers compare AI research assistants on completeness, uncertainty, contradiction handling, evidence weighting, and unsupported claims?

  Intent

  commercial

• Slug

  ai-research-pricing

  Text

  Compare AI research assistant pricing across seats, searches, reports, document uploads, premium sources, exports, APIs, and enterprise controls.

  Intent

  commercial

• Slug

  ai-research-security

  Text

  Compare AI research assistants on uploaded-document privacy, model training, retention, permissions, encryption, residency, audit logs, and deletion.

  Intent

  commercial

• Slug

  ai-research-lock-in

  Text

  Which criteria expose library, annotation, citation, report, workspace, source-access, export, and API lock-in in an AI research assistant?

  Intent

  commercial

• Slug

  ai-research-shortlist

  Text

  Create a shortlist of AI research assistant vendors for an evidence-heavy organization replacing ad hoc search and manual research briefs.

  Intent

  commercial

ai-research-assistants

• Provider

  openai

  Configured Model

  openai/gpt-4o-mini

• Provider

  anthropic

  Configured Model

  anthropic/claude-haiku-4-5

• Provider

  gemini

  Configured Model

  google/gemini-2.5-flash

Cost Basis

Provider-reported LLM cost returned by the existing AI Rank provider/cache layer.

Maximum Daily Billed Cost Usd

2.00

Maximum Daily Provider Calls

60

Maximum Daily Provider Attempts Including Retries

72

• This is one response per prompt/provider pair in each run; model output can vary between runs.
• The fixed 16-prompt AI Research Assistants category does not estimate general market share or brand awareness.
• Presence share and citation share are relative only to the reviewed 12-brand universe; untracked brands are excluded from those denominators.
• OpenAI, Anthropic, and Google are both evaluated brands and configured model providers; no self-provider bias correction is applied.

recommendation-prompt presence descending; mention coverage, engine breadth, mention share, citation share, then entity slug

Published Evidence

answer hashes, deterministic bounded brand counts, and deduplicated URL-derived citation counts

Full Provider Answers Published

No

Full Provider Answers Stored In Public Index

No

ai-research-assistants-2026-07-27

• Provider

  openai

  Board Slug

  ai-research-assistants-brand-openai-visibility

  Primary Metric Slug

  public-prompt-openai-brand-recommendation-presence

• Provider

  anthropic

  Board Slug

  ai-research-assistants-brand-anthropic-visibility

  Primary Metric Slug

  public-prompt-anthropic-brand-recommendation-presence

• Provider

  gemini

  Board Slug

  ai-research-assistants-brand-gemini-visibility

  Primary Metric Slug

  public-prompt-gemini-brand-recommendation-presence

4

• Name

  Perplexity

  Aliases

  • Perplexity
  • Perplexity Research

  Entity Slug

  perplexity

  Primary Domain

  perplexity.ai

  Citation Domains

  • perplexity.ai

  Case Sensitive Aliases

  • Perplexity

• Name

  Elicit

  Aliases

  • Elicit
  • Elicit AI Research Assistant

  Entity Slug

  elicit

  Primary Domain

  elicit.com

  Citation Domains

  • elicit.com

  Case Sensitive Aliases

  • Elicit

• Name

  Consensus

  Aliases

  • Consensus
  • Consensus AI Search

  Entity Slug

  consensus

  Primary Domain

  consensus.app

  Citation Domains

  • consensus.app

  Case Sensitive Aliases

  • Consensus

• Name

  scite

  Aliases

  • scite
  • scite Assistant

  Entity Slug

  scite

  Primary Domain

  scite.ai

  Citation Domains

  • scite.ai

  Case Sensitive Aliases

  • scite

• Name

  Semantic Scholar

  Aliases

  • Semantic Scholar

  Entity Slug

  semantic-scholar

  Primary Domain

  semanticscholar.org

  Citation Domains

  • semanticscholar.org

  Case Sensitive Aliases

• Name

  NotebookLM

  Aliases

  • NotebookLM
  • Google NotebookLM

  Entity Slug

  notebooklm

  Primary Domain

  notebooklm.google.com

  Citation Domains

  • notebooklm.google.com
  • support.google.com

  Case Sensitive Aliases

• Name

  OpenAI Deep Research

  Aliases

  • OpenAI Deep Research
  • ChatGPT Deep Research

  Entity Slug

  openai-deep-research

  Primary Domain

  openai.com

  Citation Domains

  • openai.com
  • help.openai.com

  Case Sensitive Aliases

• Name

  Gemini Deep Research

  Aliases

  • Gemini Deep Research
  • Google Deep Research

  Entity Slug

  gemini-deep-research

  Primary Domain

  gemini.google.com

  Citation Domains

  • gemini.google.com
  • support.google.com
  • blog.google

  Case Sensitive Aliases

• Name

  Claude Research

  Aliases

  • Claude Research
  • Claude Research Mode

  Entity Slug

  claude-research

  Primary Domain

  anthropic.com

  Citation Domains

  • anthropic.com
  • support.anthropic.com

  Case Sensitive Aliases

• Name

  Genspark

  Aliases

  • Genspark
  • Genspark AI Research

  Entity Slug

  genspark

  Primary Domain

  genspark.ai

  Citation Domains

  • genspark.ai

  Case Sensitive Aliases

• Name

  You.com ARI

  Aliases

  • You.com ARI
  • ARI Research Agent

  Entity Slug

  youcom-ari

  Primary Domain

  you.com

  Citation Domains

  • you.com

  Case Sensitive Aliases

• Name

  SciSpace

  Aliases

  • SciSpace
  • SciSpace Copilot

  Entity Slug

  scispace

  Primary Domain

  scispace.com

  Citation Domains

  • scispace.com

  Case Sensitive Aliases

4-ai-research-assistants-2026-07-27-models-64232fd32583

Search

A common Rank.ai web-search tool is available to all three configured models.

Gateway

Rank.ai's configured OpenRouter-compatible gateway

Not Consumer Products

Results measure the configured model/API runs, not the ChatGPT, Claude, or Gemini consumer application interfaces.

Prompt Count

16

Provider Count

3

Required Successful Runs

48

Confidence

A value of 1.0 means the complete frozen cohort passed the deterministic extraction and publication gates; it is not a statistical confidence interval.

Citation Share Denominator

Distinct answer-level HTTP(S) citation URLs whose URL-derived hostname matches any reviewed brand domain.

Presence Share Denominator

The sum of reviewed-brand answer-presences. One answer may contribute presence to multiple brands.

Mention Coverage Denominator

48 answers: all 16 prompts multiplied by 3 configured providers.

Provider Citation Share Denominator

Distinct reviewed-brand-domain citations within the named configured model API provider's 20-answer cohort.

Recommendation Presence Denominator

24 answers: recommendation-intent prompts multiplied by 3 configured providers.

Provider Mention Coverage Denominator

16 prompts for the named configured model API provider.

Provider Recommendation Presence Denominator

8 recommendation-intent prompts for the named configured model API provider.

64232fd32583

Presence means mentioned or cited in an answer to a recommendation-intent prompt. It does not claim positive recommendation, endorsement, or sentiment.