How to scrape i
Naturalist
with AgentQL

Looking for a better way to scrape iNaturalist? Say goodbye to fragile XPath or DOM selectors that easily break with website updates. AI-powered AgentQL ensures consistent web scraping across various platforms, from iNaturalist to any other website, regardless of UI changes.

Not just for scraping iNaturalist

Smart selectors work anywhere

https://inaturalist.org

URL

Input any webpage.

{
  observations[] {
    species_id
    scientific_name
    common_name
  }
}

Query

Describe data in natural language.

{
  "observations": [
    {
      "species_id": 1234,
      "scientific_name": "Species scientific name",
      "common_name": "Species common name"
    }
  ]
}

Returns

Receive accurate output in seconds.

How to use AgentQL on iNaturalist

A dotted lineA blue lineA blue line
1

Install the SDK

Install code for JS and Python

npm install agentql

pip3 install agentql

2

Test and refine

Use the query debugger

3

Run your script

Install code for both JS and Python

agentql init

python example.py

Get started

Holds no opinions on what’s and how’s. Build whatever makes sense to you.