LlamaIndex vs Chat4Data vs Lido Document Processing vs Document Extract

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

Your tool
LlamaIndex
vs
Competitor 1
Chat4Data
Competitor 2
Lido Document Processing
Competitor 3
Document Extract
Compare
4 tools · best value per row highlighted
Your tool LlamaIndex
llamaindex.ai
Connect AI to your data
Remove
Competitor Chat4Data
airparser.com
Make main Remove
Competitor Lido Document Processing
lido.app
Lido Document Processing extracts structured data from PDFs, invoices, receipts and scanned paperwork and delivers it as clean rows in Excel or Google Sheets.
Make main Remove
Competitor Document Extract
documentextract.com
You land on Document Extract ready to turn a messy PDF invoice into clean JSON data
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
324Kvisits/mo
46.4Kvisits/mo
95.7Kvisits/mo
—
MoM change
▼ 21.0%
▼ 4.7%
▼ 19.5%
—
6-month growth
-29.5%
+77.8%
-3.6%
—
Global rank web
#118,014
#637,750
#392,115
—
Avg. last 3 months
398.3K
45.8K
108.2K
—
Bounce rate lower is better
46%
37%
35%
0%
Pages / visit
2.8
2.6
2.3
—
Visit duration
1m 57s
26s
55s
—
Traffic sources
● Direct 74% · ● Referral 20%
● Direct 77% · ● Referral 23%
● Direct 77% · ● Referral 17%
—
LlamaIndexChat4DataLido Document ProcessingDocument Extract
0117.7K235.4K353K470.7KLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KChat4Data · 17.6KChat4Data · 21.3KChat4Data · 34.2KChat4Data · 19.4KChat4Data · 26.1KChat4Data · 28.7KChat4Data · 25.8KChat4Data · 42.1KChat4Data · 48.7KChat4Data · 46.4KLido Document Processing · 111.2KLido Document Processing · 107.4KLido Document Processing · 112.4KLido Document Processing · 99.3KLido Document Processing · 95.8KLido Document Processing · 93.5KLido Document Processing · 110.1KLido Document Processing · 118.9KLido Document Processing · 95.7K10K100K1MLlamaIndex · 438.2KLlamaIndex · 470.7KLlamaIndex · 444KLlamaIndex · 423.8KLlamaIndex · 459.5KLlamaIndex · 421.3KLlamaIndex · 455KLlamaIndex · 461KLlamaIndex · 410KLlamaIndex · 324KChat4Data · 17.6KChat4Data · 21.3KChat4Data · 34.2KChat4Data · 19.4KChat4Data · 26.1KChat4Data · 28.7KChat4Data · 25.8KChat4Data · 42.1KChat4Data · 48.7KChat4Data · 46.4KLido Document Processing · 111.2KLido Document Processing · 107.4KLido Document Processing · 112.4KLido Document Processing · 99.3KLido Document Processing · 95.8KLido Document Processing · 93.5KLido Document Processing · 110.1KLido Document Processing · 118.9KLido Document Processing · 95.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$29per month · free tier available
Free tier
Free tier
Free trial
–
–
–
–
API access
–
Plans
Free FreeStarter Custom/moPro Custom/moEnterprise Custom/mo
—
Free FreeStandard $29/moScale $7,000/yrEnterprise Custom
Free Credits $5.00Pay-as-you-go $0.20/per document
Capabilities input → output
Input
DocumentsImages
DocumentsImagesText
DocumentsImages
DocumentsImages
Output
DataText
Data
Data
Data
Skill level
Advanced
Intermediate
Beginner-friendly
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Productivity & OfficeAI Document ExtractionAI Workflow
Productivity & OfficeAI Document ExtractionAI Spreadsheet
Productivity & OfficeAI Document Extraction
Tasks what each tool can do · 5 shared · core   partial
Tasks covered
12
8
12
11
Data extraction
Document data extraction
Document processing
OCR
Text extraction
Invoice data extraction
–
Image data extraction
–
–
Invoice processing
–
–
Workflows
–
–
PDF to spreadsheets
–
–
–
Agents
–
–
–
Developer tools
–
–
–
Email extraction
–
–
–
Invoices
–
–
–
LLM development
–
–
–
APIs
–
–
–
Development
–
–
–
Excel
–
–
–
Information retrieval
–
–
–
JSON formatting
–
–
–
Medical data extraction
–
–
–
PDF analysis
–
–
–
Zapier assistance
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.