Context.dev vs iLib vs Thunderbit

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

Your tool
Context.dev
vs
Competitor 1
iLib
Competitor 2
Thunderbit
Competitor 3
Compare
3 tools · best value per row highlighted
Your tool Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Competitor iLib
ilib.com
Most review platforms lock you into their ecosystem
Competitor Thunderbit
thunderbit.com
Thunderbit is an AI web scraper that turns any webpage into a spreadsheet without code.
Traffic estimated monthly website traffic
Monthly visits
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MoM change
▲ 26.4%
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6-month growth
-68.4%
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Global rank web
#3,017,624
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Avg. last 3 months
4.7K
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Bounce rate lower is better
0%
0%
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Pages / visit
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Visit duration
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Traffic sources
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Context.deviLibThunderbit
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KJan '26FebMarAprMayJun
Pricing
Model
Freemium
Free
Free
Starting price
$19per month · free tier available
Free
Free
Free tier
Free trial
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API access
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Plans
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
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Capabilities input → output
Input
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Web pages
Web pages
Output
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Apps
Data
Skill level
Advanced
Intermediate
Beginner-friendly
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
1
10
Web scraping
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Lead generation
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Website crawling
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APIs
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Price monitoring
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Real estate listings
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Text to spreadsheet conversion
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Competitive analysis
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Customer feedback analysis
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Maps data scraping
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Price tracking
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Research
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Review management
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SEO analysis
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Website monitoring
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
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.