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Is Perplexity Pro better than Consensus for doing literature reviews for my senior thesis in software engineering

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Perplexity Pro better than Consensus for doing literature reviews for my senior thesis in software engineering
3 real searches · 1 real-search pass
Consensus AI official features academic research literature review sources papers citations 2026Google ↗
OBSERVEDReason
Perplexity Pro official features academic research search citations deep research 2026Google ↗
OBSERVEDReason
Consensus vs Perplexity Pro literature review academic research comparisonGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Consensus AI official features academic research literature review sources papers citations 2026 Google ↗
Perplexity Pro official features academic research search citations deep research 2026 Google ↗
Consensus vs Perplexity Pro literature review academic research comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Consensus AI official features academic research literature review sources papers citations 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Perplexity Pro official features academic research search citations deep research 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Consensus vs Perplexity Pro literature review academic research comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1