Q003¶


Research	R0049 — Landscape Scan
Run	2026-03-31-02
Query	Q003

Query¶

What AI-assisted research tools and platforms exist that implement structured analytical frameworks beyond simple chat-based research?

BLUF¶

A rich ecosystem of AI research tools exists (Elicit, Scite, Semantic Scholar, STORM, GPT-Researcher, Perplexity, OpenAI, Khoj), but none implements the five queried analytical rigor dimensions. Tools are structurally rich in citation and discovery but analytically thin in rigor frameworks.

Hypothesis Table¶

Hypothesis	Statement	Status
H1	Tools with comprehensive structured frameworks exist	Not supported
H2	No structured features in any tool	Not supported
H3	Tools implement partial structured features	Supported

Searches¶

Search	Description	Selected	Rejected	Total
S01	AI research tools structured	4	6	10
S02	Deep research agents	3	7	10
S03	Citation analysis and specialized tools	2	8	10
Total		9	21	30

Sources¶

Source	Title	Reliability	Relevance
SRC01	Elicit	High	High
SRC02	Scite	High	High
SRC03	Semantic Scholar	High	Medium
SRC04	STORM (Stanford)	High	Medium-High
SRC05	GPT-Researcher	Medium	Medium
SRC06	Deep Research Agents (JMIR)	High	High
SRC07	Perplexity Deep Research	Medium-High	High
SRC08	Khoj	Medium	Medium

Drill-Down¶

Query Definition — Full scope, clarification, and status
Assessment — Complete analytical product with feature gap analysis
ACH Matrix — Evidence vs. hypotheses matrix
Self-Audit — ROBIS-adapted 5-domain audit

Revisit Triggers¶

Elicit, Scite, or Semantic Scholar adding probability calibration or bias assessment features
New tool launch implementing formal ACH or competing hypotheses
Academic publication of a tool implementing search transparency logging
STORM or similar adding self-audit capabilities