Findsight vs Semantic Scholar vs Connected Papers vs NotebookLM

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
FFindsight
vs
Competitor 1
Semantic Scholar
Competitor 2
Connected Papers
Competitor 3
NotebookLM
Compare
4 tools · best value per row highlighted
Your tool FFindsight
findsight.ai
Remove
Competitor Semantic Scholar
semanticscholar.org
AI-powered research discovery
Make main Remove
Competitor Connected Papers
connectedpapers.com
Visual tool for exploring related research
Make main Remove
Competitor NotebookLM
notebooklm.google.com
Your docs, deeply understood
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
794visits/mo
6.6Mvisits/mo
600.7Kvisits/mo
159.8Mvisits/mo
MoM change
▲ 3.5%
▲ 11.2%
▼ 18.7%
▼ 26.8%
6-month growth
—
-24.2%
-34.0%
-14.7%
Global rank web
—
#10,569
#76,429
—
Avg. last 3 months
520
6.4M
709.4K
210.3M
Bounce rate lower is better
33%
48%
44%
32%
Pages / visit
1.0
2.7
2.7
5.0
Visit duration
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1m 46s
2m 05s
6m 32s
Traffic sources
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● Direct 81% · ● Referral 17%
● Direct 74% · ● Referral 24%
● Direct 81% · ● Referral 17%
FindsightSemantic ScholarConnected PapersNotebookLM
063.2M126.5M189.7M253MFindsight · 767Findsight · 794Semantic Scholar · 7.2MSemantic Scholar · 6.7MSemantic Scholar · 6.9MSemantic Scholar · 7.1MSemantic Scholar · 8.7MSemantic Scholar · 8.7MSemantic Scholar · 7.9MSemantic Scholar · 6.6MSemantic Scholar · 5.9MSemantic Scholar · 6.6MConnected Papers · 966KConnected Papers · 779.7KConnected Papers · 839.4KConnected Papers · 823.6KConnected Papers · 910.1KConnected Papers · 948.5KConnected Papers · 872.6KConnected Papers · 788.3KConnected Papers · 739KConnected Papers · 600.7KNotebookLM · 121.9MNotebookLM · 141.5MNotebookLM · 177.5MNotebookLM · 187.3MNotebookLM · 222.2MNotebookLM · 247.4MNotebookLM · 253MNotebookLM · 218.2MNotebookLM · 159.8M1001K10K100K1M10M100M1BFindsight · 767Findsight · 794Semantic Scholar · 7.2MSemantic Scholar · 6.7MSemantic Scholar · 6.9MSemantic Scholar · 7.1MSemantic Scholar · 8.7MSemantic Scholar · 8.7MSemantic Scholar · 7.9MSemantic Scholar · 6.6MSemantic Scholar · 5.9MSemantic Scholar · 6.6MConnected Papers · 966KConnected Papers · 779.7KConnected Papers · 839.4KConnected Papers · 823.6KConnected Papers · 910.1KConnected Papers · 948.5KConnected Papers · 872.6KConnected Papers · 788.3KConnected Papers · 739KConnected Papers · 600.7KNotebookLM · 121.9MNotebookLM · 141.5MNotebookLM · 177.5MNotebookLM · 187.3MNotebookLM · 222.2MNotebookLM · 247.4MNotebookLM · 253MNotebookLM · 218.2MNotebookLM · 159.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$6per month · free tier available
Free
$6per month · free tier available
$4.99per month · free tier available
Free tier
Free trial
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API access
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Plans
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Free FreeGoogle AI Plus $4.99/moNotebookLM Pro (Google AI Pro) $19.99/moVia Google AI Ultra $99.99/mo
Capabilities input → output
Input
Text
Text
TextWeb pages
AudioDocumentsTextWeb pages
Output
Text
Text
Data
AudioTextVideo
Skill level
Intermediate
Beginner-friendly
Beginner-friendly
Beginner-friendly
Categories
Research & AnalyticsAI Research Tool
Research & AnalyticsAI Research PapersAI Research Tool
Research & AnalyticsAI Research PapersAI Research Tool
Productivity & OfficeResearch & AnalyticsVideo EditingVoice & Speech+5 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
10
7
8
Research
Research papers
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Scientific research navigation
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Academic research
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Research papers analysis
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Literature reviews
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Book search
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PDF analysis
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Scientific literature exploration
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Academic papers decoding
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Argument analysis
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Book analysis
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Podcasts
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Research recommendations
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Scientific research
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Summarizing
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Academic paper interpretations
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Files
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Note taking
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Productivity
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Video summaries
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
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0
Reviews
0
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Prompts
0
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2
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.