Context.dev vs iLib vs Thunderbit vs Olostep

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
Olostep
Compare
4 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.
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Competitor iLib
ilib.com
Most review platforms lock you into their ecosystem
Make main Remove
Competitor Thunderbit
thunderbit.com
Thunderbit is an AI web scraper that turns any webpage into a spreadsheet without code.
Make main Remove
Competitor Olostep
olostep.com
Olostep is a web data API for AI agents and developers.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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27.5Kvisits/mo
MoM change
▲ 26.4%
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—
▲ 13.3%
6-month growth
-68.4%
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+269.4%
Global rank web
#3,017,624
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#1,046,647
Avg. last 3 months
4.7K
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21.6K
Bounce rate lower is better
0%
0%
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42%
Pages / visit
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2.0
Visit duration
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56s
Traffic sources
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● Referral 51% · ● Direct 49%
Context.deviLibThunderbitOlostep
06.9K13.8K20.6K27.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$19per month · free tier available
Free
Free
$9per month · free tier available
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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Free FreeStarter $9/moStandard $99/moScale $399/mo+4 more
Capabilities input → output
Input
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Web pages
Web pages
TextWeb pages
Output
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Apps
Data
DataText
Skill level
Advanced
Intermediate
Beginner-friendly
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Business & MarketingAI Lead Generation
Business & MarketingDevelopment & CodeAI Lead GenerationAI Web Scraping
Development & CodeAI Developer ToolsAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
4
12
10
Web scraping
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Website crawling
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APIs
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Lead generation
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Reputation management
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Review management
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Webscraping
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Developer tools
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Events monitoring
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Markdown conversion
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No-code
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Price monitoring
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Reviews
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Text to spreadsheet conversion
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Web search
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Website monitoring
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Agents
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Brand monitoring
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Competitive analysis
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Customer feedback analysis
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Maps data scraping
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Monitoring
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Price tracking
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Real estate listings
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Research
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Spreadsheets
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Summarizing
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Text extraction
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Website to JSON
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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.