Overview
AgentQL — AI web scraping and automation query language
AgentQL is an AI-powered web querying tool that lets developers extract data from websites using natural language queries instead of brittle CSS selectors. It provides self-healing selectors that adapt when websites change, making web scraping dramatically more reliable.
Natural language web queries
Self-healing selectors
Python and JavaScript SDKs
Works with any browser automation
Features & capabilities
Everything it does, in plain English.
FeatureNatural language web queriesIncluded
FeatureSelf-healing selectorsIncluded
FeaturePython and JavaScript SDKsIncluded
FeatureWorks with any browser automationIncluded
FeatureStructured data extractionIncluded
FeatureAI-powered element findingIncluded
API AccessProgrammatic access available for developers.Available
PlatformsPython · JavaScript
The honest take
Where it shines, where it stumbles.
✓ Pros
- ✓Much more reliable than CSS selectors
- ✓Self-healing is very valuable
- ✓Works with existing tools
- ✓Natural language is intuitive
! Watch-outs
- !API costs for queries
- !Less control than CSS selectors
- !Still maturing
Who it's for
Where AgentQL pays for itself fast.
— Use case
Web scraping
— Use case
Data extraction
— Use case
Browser automation
— Use case
Testing with semantic selectors
— Use case
Web monitoring
Community reviews
Share your take on AgentQL
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K
★★★★★
1 months ago
Outstanding experience
Exceeded all my expectations. It integrates well with VS Code / Slack / Notion — my daily drivers. It integrates well with VS Code / Slack / Notion — my daily drivers. Definitely worth trying.
Y
★★★★★
6 months ago
Incredible — highly recommend
Can't imagine working without it now. The interface is intuitive enough that I didn't need to read any docs. The AI suggestions are incredibly accurate and save me hours every week. Will continue using this long-term.
H
★★★★★
7 months ago
Great tool, minor quibbles
Really solid tool overall. Performance is fast — no noticeable latency even on large inputs. Pricing is fair for the value you get. Wish the free tier had slightly higher limits.
D
★★★★★
8 months ago
Does the job well
Mostly great, minor complaints. The AI suggestions are incredibly accurate and save me hours every week. The free tier is genuinely generous compared to competitors. Wish the free tier had slightly higher limits. A staple in my tech stack now.
R
★★★★★
8 months ago
Useful and reliable
Really solid tool overall. The customization options let me tailor it to my exact workflow. I've recommended this to at least 10 colleagues already. Integration with my existing tools was seamless — no friction at all.
C
★★★★★
10 months ago
Impressed with the results
Genuinely useful — glad I tried it. It handles edge cases better than anything else I've tried. The recent updates have addressed most of my initial concerns. The AI doesn't just suggest — it learns from my preferences over time. Definitely worth trying.
T
★★★★★
10 months ago
Changed how I work completely
Best-in-class, period. Works consistently across all my devices and browsers. The onboarding flow was smooth and I was productive from day one. The ROI was clear within the first week of using it. A staple in my tech stack now.
Y
★★★★★
1 years ago
Really good — a few things to improve
Strong product with room to grow. The interface is intuitive enough that I didn't need to read any docs. Integration with my existing tools was seamless — no friction at all. The accuracy has improved significantly with recent model updates. Will continue using this long-term.
N
★★★★★
1 years ago
Outstanding experience
Seriously impressive. The accuracy has improved significantly with recent model updates. My team is very happy with the results.
V
★★★★★
1 years ago
Mixed experience overall
Mixed feelings, but ultimately positive. I've recommended this to at least 10 colleagues already. Wish the free tier had slightly higher limits.
J
★★★★★
1 years ago
Changed how I work completely
Game changer for my workflow. I've tried 5 similar tools and this one is clearly the best in class. Highly recommend.
W
★★★★★
1 years ago
The best AI tool I've used
Exceeded all my expectations. The AI suggestions are incredibly accurate and save me hours every week. Keep up the great work, team.
A
★★★★★
1 years ago
Blew away all expectations
Worth every penny. It integrates well with VS Code / Slack / Notion — my daily drivers.
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