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Start Over4/5 selected
NotebookLM67
Perplexity AI70
GitHub Copilot70
Lovable12

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Showing 6 agents in this category for fair comparison.

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Market67
Trust19
Trend57
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend54
Votes98%
4,600
Watch
9,200
Votes
1200.0k
Views
Market70
Trust29
Trend45
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market12
Trust19
Trend53
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMPerplexity AIGitHub CopilotLovable
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidfreemium
Deploymentweb appweb appbrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707012
Trust Score19292919
Trend Score57544553
Watchers1,9004,6007,1000
Page Views360001120000019000010
Upvotes4,2009,20014,2000
CountryUSUSUSSE
Founded2,0232,0222,0212,023
Agent Typeassistantassistantcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
sonar-pro
sonar-huge
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
Docs
Open Source
Demo
Websitenotebooklm.google.comperplexity.aigithub.comlovable.dev

Score Factor Breakdown

Factor (weight)NotebookLMPerplexity AIGitHub CopilotLovable
Trust Score (25%)
19%
29%
29%
19%
Watchers (20%)
100%
100%
100%
0%
Net Votes (20%)
100%
100%
100%
0%
Page Views (15%)
100%
100%
100%
0%
Verification (10%)
13%
25%
25%
13%
Completeness (10%)
55%
55%
55%
55%