MostlyAI vs Consensus vs LightPDF

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
Suggested competitors for MostlyAI: Syntho82% Google Colab78% Kaggle78% Amazon SageMaker77% Cambium AI77% Vana77% GigaSpaces eRAG GenAI77% Hal76%
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3 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
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
43.5Kvisits/mo
5.8Mvisits/mo
1.8Mvisits/mo
MoM change
▼ 22.5%
▲ 3.5%
▲ 1.0%
6-month growth
-35.7%
+14.4%
-4.4%
Global rank web
#791,007
#9,859
#34,433
Avg. last 3 months
55.6K
5.5M
1.7M
Bounce rate lower is better
39%
43%
51%
Pages / visit
1.8
4.1
2.3
Visit duration
22s
3m 56s
1m 31s
Traffic sources
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● Direct 84% · ● Referral 14%
● Direct 88% · ● Referral 10%
MostlyAIConsensusLightPDF
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
Starting price
Free
$8.99per month · free tier available
$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
DataText
Text
DocumentsWeb pages
Output
Data
Text
Text
Skill level
Advanced
Intermediate
Beginner-friendly
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
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
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
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Saves
0
0
0
Reviews
0
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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.