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ChatGPT's Code
Interpreter: Your Secret
Weapon for SEO
Automation Success
Who Am I?
Why Automate
SEO Tasks?
The Problem With
Learning Python…
Not SEO Specific
Repetitive…
What I actually
learnt…
I want someone to
do it for me
I will show you:
● Getting started
● Examples
● Tips
1.
2.
3. Ideas!
What you’ll need:
or
Turn on Code
Interpreter
Get Google Colab
Example 1
Goal: Join two
CSVs together
Write your prompt
Example 2
Goal: Extract
folder from URL
Write your prompt
Example 3
Goal: Identify
pages that rank in
the wrong country
Scenario:
● Folders: 󰏅 󰎟 󰎉 󰑔
● 󰎟 and 󰎉 ranking in 󰏅?
● If so, why?
Data
● GSC: Clicks, Impressions,
Avg. Position
● Full URL
● Hreflang Langs + Regions
GSC data in Botify
Hreflang data
Work out what
steps are needed
● Left join hreflang data to CSV
● Use “Full URL” as primary key
● Filter out URLs appearing in
the correct country
● Identify pages ranking in the
wrong country that do not
have hreflang tags for the
chosen region
● Consolidate data by URL
instead of by keyword
● Download the data as a CSV
Use code blocks
1: Join CSVs
2: Filter URLs
● Non-UK URLs Only
● Filter with “Full URL” Column
● Option to change country
3: Group by page
Keyword URL Impressions Clicks Position Hreflang
Kw 1 Page 1
Kw 2 Page 1
❌
��
…and no UK hreflang
❌
hreflang=”en-gb”
❌
Put it together
Tips for writing
good prompts
1. Tell it where you’ll
be running the
code
2.Become familiar
with python
taxonomy
3.Ask ChatGPT how
to do things
Troubleshooting
Share errors with it
Edit & regenerate
prompts
Paste code & ask
what it does
Check code works
after regenerating
Other tips
Save copies!
Don’t share your API
keys!
Questions?
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - Seb Atkinson

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ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - Seb Atkinson