Consensus vs MostlyAI vs LightPDF

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

Your tool
Consensus
vs
Competitor 1
MostlyAI
Competitor 2
LightPDF
Competitor 3
Suggested competitors for Consensus: Elicit86% Perplexity AI78% Scite78% SciSpace76% ScholarAI76% Undermind74% ScienceOS74% Paperguide74%
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3 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
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Competitor MostlyAI
mostly.ai
Make main Remove
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
43.5Kvisits/mo
1.8Mvisits/mo
MoM change
▲ 3.5%
▼ 22.5%
▲ 1.0%
6-month growth
+14.4%
-35.7%
-4.4%
Global rank web
#9,859
#791,007
#34,433
Avg. last 3 months
5.5M
55.6K
1.7M
Bounce rate lower is better
43%
39%
51%
Pages / visit
4.1
1.8
2.3
Visit duration
3m 56s
22s
1m 31s
Traffic sources
● Direct 84% · ● Referral 14%
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● Direct 88% · ● Referral 10%
ConsensusMostlyAILightPDF
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KLightPDF · 1.6MLightPDF · 1.6MLightPDF · 1.9MLightPDF · 1.7MLightPDF · 1.9MLightPDF · 1.9MLightPDF · 1.8MLightPDF · 1.5MLightPDF · 1.8MLightPDF · 1.8M10K100K1M10MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MMostlyAI · 76.8KMostlyAI · 88.7KMostlyAI · 87.8KMostlyAI · 67.7KMostlyAI · 61.8KMostlyAI · 56.7KMostlyAI · 67.3KMostlyAI · 56.1KMostlyAI · 43.5KLightPDF · 1.6MLightPDF · 1.6MLightPDF · 1.9MLightPDF · 1.7MLightPDF · 1.9MLightPDF · 1.9MLightPDF · 1.8MLightPDF · 1.5MLightPDF · 1.8MLightPDF · 1.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Starting price
$8.99per month · free tier available
Free
$1.33per month · free tier available
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
Capabilities input → output
Input
Text
DataText
DocumentsWeb pages
Output
Text
Data
Text
Skill level
Intermediate
Advanced
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Productivity & OfficeWriting & ContentAI Document ExtractionAI PDF+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
9
Data extraction
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Document data extraction
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Document summarization
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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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Data analysis
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Literature reviews
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Medical research
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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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Data science
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Developer tools
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Document processing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
0
0
Reviews
0
0
0
Prompts
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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.