MostlyAI vs Consensus vs LightPDF vs Kaggle

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

Your tool
MostlyAI
vs
Competitor 1
Consensus
Competitor 2
LightPDF
Competitor 3
Kaggle
Compare
4 tools · best value per row highlighted
Your tool MostlyAI
mostly.ai
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Competitor Consensus
consensus.app
Scientific answers from peer-reviewed research
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Competitor LightPDF
lightpdf.com
LightPDF AI for Docs is an online tool that utilizes artificial intelligence to summarize and extract insights from uploaded PDF, Word, Excel, and PPT documents. With multi-platform availability and s
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Competitor Kaggle
kaggle.com
Kaggle is Google's community platform for data science and machine learning.
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Traffic estimated monthly website traffic
Monthly visits
43.5Kvisits/mo
5.8Mvisits/mo
1.8Mvisits/mo
—
MoM change
▼ 22.5%
▲ 3.5%
▲ 1.0%
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6-month growth
-35.7%
+14.4%
-4.4%
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Global rank web
#791,007
#9,859
#34,433
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Avg. last 3 months
55.6K
5.5M
1.7M
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Bounce rate lower is better
39%
43%
51%
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Pages / visit
1.8
4.1
2.3
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Visit duration
22s
3m 56s
1m 31s
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Traffic sources
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● Direct 84% · ● Referral 14%
● Direct 88% · ● Referral 10%
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MostlyAIConsensusLightPDFKaggle
01.5M2.9M4.4M5.9MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MLightPDF · 1.6MLightPDF · 1.6MLightPDF · 1.9MLightPDF · 1.7MLightPDF · 1.9MLightPDF · 1.9MLightPDF · 1.8MLightPDF · 1.5MLightPDF · 1.8MLightPDF · 1.8M10K100K1M10MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MLightPDF · 1.6MLightPDF · 1.6MLightPDF · 1.9MLightPDF · 1.7MLightPDF · 1.9MLightPDF · 1.9MLightPDF · 1.8MLightPDF · 1.5MLightPDF · 1.8MLightPDF · 1.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$8.99per month · free tier available
$1.33per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Free FreeMonthly $5.99/moYearly $15.99/yrLifetime $39.99
Free Free
Capabilities input → output
Input
DataText
Text
DocumentsWeb pages
CodeData
Output
Data
Text
Text
CodeData
Skill level
Advanced
Intermediate
Beginner-friendly
Intermediate
Categories
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Productivity & OfficeWriting & ContentAI Document ExtractionAI PDF+1 more
Development & CodeEducation & LearningResearch & AnalyticsAI Course+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
9
8
Data science
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Developer tools
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Data analysis learning
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Data extraction
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Document data extraction
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Document summarization
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Jupyter notebooks
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PDF analysis
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Research
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Research papers
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Search engine
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Summarizing
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Synthetic data
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Academic research
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Courses
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Data analysis
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Literature reviews
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Machine learning education
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Medical research
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Model training
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OCR
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PDFs
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Research papers summaries
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Scientific research
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Text extraction
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Data anonymization
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Data privacy compliance
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Document processing
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Education
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 0
Saves
0
0
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Reviews
0
0
0
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Prompts
0
0
0
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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.