Context.dev vs Unitlab Annotate vs Hal vs You.com

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

Your tool
Context.dev
vs
Competitor 1
Unitlab Annotate
Competitor 2
Hal
Competitor 3
You.com
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 Unitlab Annotate
unitlab.ai
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor You.com
you.com
Search rebuilt for AI
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Traffic estimated monthly website traffic
Monthly visits
—
7.2Kvisits/mo
3.4Kvisits/mo
971Kvisits/mo
MoM change
▲ 26.4%
▲ 76.6%
▼ 10.9%
▼ 3.5%
6-month growth
-68.4%
+37.1%
+60.6%
-32.4%
Global rank web
#3,017,624
#2,769,635
#6,156,551
#56,627
Avg. last 3 months
4.7K
5.1K
3.9K
1M
Bounce rate lower is better
0%
62%
39%
47%
Pages / visit
—
1.1
1.1
2.7
Visit duration
—
1m 41s
—
1m 44s
Traffic sources
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—
—
● Direct 93% · ● Referral 4%
Context.devUnitlab AnnotateHalYou.com
0444.1K888.1K1.3M1.8MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KYou.com · 1.8MYou.com · 1.5MYou.com · 1.6MYou.com · 1.5MYou.com · 1.4MYou.com · 1.4MYou.com · 1.3MYou.com · 1.1MYou.com · 1MYou.com · 971K1001K10K100K1M10MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KYou.com · 1.8MYou.com · 1.5MYou.com · 1.6MYou.com · 1.5MYou.com · 1.4MYou.com · 1.4MYou.com · 1.3MYou.com · 1.1MYou.com · 1MYou.com · 971KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$89per month · free tier available
$2,000per month
$1per month · free tier available
Free tier
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Free trial
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–
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API access
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–
–
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Plans
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreeActive $99/moPro $195/mo
Startups $2,000/mo
Free FreeWeb Search API $5Contents API $1Answer API $5+2 more
Capabilities input → output
Input
—
AudioDocumentsImagesTextVideo
CodeText
TextWeb pages
Output
—
Data
Apps
DataText
Skill level
Advanced
Advanced
Intermediate
Beginner-friendly
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeResearch & Analytics+5 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
4
6
APIs
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Chatbots
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Web scraping
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Research
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AI search
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Chatbot building
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Data labeling
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Image annotation
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Search engine
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Website crawling
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Developer tools
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Document chat
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Image segmentation
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Object identification
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Agents
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Chatbot integration
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Data quality control
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OCR
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Text extraction
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Video analysis
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.