automatetheboringstuff.comin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot24 keywords · 5.5k/mo

AI Visibility Report forautomatetheboringstuff.comin ChatGPT and AI Overviews

Automate the Boring Stuff
Domain report
The searches automatetheboringstuff.com competes for i24keywords5.5ksearches/mo
ChatGPT
Names a brand i4.2k/mo
ChatGPT answers every search. The only question is whether a brand gets named, and across the market it usually is.
AI Overviews
AIO appears i4.6k/mo
Names a brand i3.4k/mo
automatetheboringstuff's market is very small: it ranks in Google's top results on only 24 keywords, too few to carry a market context, so every percentage divides by those few searches.
1

Overall performance

ChatGPT
0%of answers mention you i
Cited as a source i14%
Sentiment iComing soon
AI Overviews
9%of answers mention you i
Cited as a source i78%
Sentiment iComing soon
2

Competitive map i

Ment. iCited i
3

Performance by category i

Sort by
4

Performance by keyword i

Sentiment
Mention
Citation
Sentiment Coming soon
Sort by
Keyword i▼Volume / moMentionedCitedMentionedCited
python textview ↗320×---
best way to learn pythonview ↗320×-✓#33
integer input pythonview ↗260○-○-
python for automationview ↗210×---
learning python booksview ↗110×-×#10
with pythonview ↗110○---
using pythonview ↗70×-○-
best beginner book for pythonview ↗50○-×-
best books pythonview ↗
best programming bookview ↗
learn python for freeview ↗
pathlibview ↗
programming with python bookview ↗
pytesseractview ↗
python booksview ↗
python copy file osview ↗
python ideasview ↗
shutil copytreeview ↗
what is a docx fileview ↗
what is xlsx fileview ↗
python text view ↗320 / mo
ChatGPT
×
Cited -
AI Overviews
-
Cited -
best way to learn python view ↗320 / mo
ChatGPT
×
Cited -
AI Overviews
✓
Cited #33
integer input python view ↗260 / mo
ChatGPT
○
Cited -
AI Overviews
○
Cited -
python for automation view ↗210 / mo
ChatGPT
×
Cited -
AI Overviews
-
Cited -
learning python books view ↗110 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited #10
with python view ↗110 / mo
ChatGPT
○
Cited -
AI Overviews
-
Cited -
using python view ↗70 / mo
ChatGPT
×
Cited -
AI Overviews
○
Cited -
best beginner book for python view ↗50 / mo
ChatGPT
○
Cited -
AI Overviews
×
Cited -
best books python view ↗
ChatGPT
AI Overviews
best programming book view ↗
ChatGPT
AI Overviews
learn python for free view ↗
ChatGPT
AI Overviews
pathlib view ↗
ChatGPT
AI Overviews
programming with python book view ↗
ChatGPT
AI Overviews
pytesseract view ↗
ChatGPT
AI Overviews
python books view ↗
ChatGPT
AI Overviews
python copy file os view ↗
ChatGPT
AI Overviews
python ideas view ↗
ChatGPT
AI Overviews
shutil copytree view ↗
ChatGPT
AI Overviews
what is a docx file view ↗
ChatGPT
AI Overviews
what is xlsx file view ↗
ChatGPT
AI Overviews

This report has 24 keywords

You're seeing 8 of the top searches by value, with full data.
A free account unlocks 10. A paid plan unlocks them all.

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Every keyword above was asked as one real question through ChatGPT and AI Overviews, with our improved AI asking. We read who gets named and cited, then weight it by real Google demand. How it works
5

Top cited pages i

PageKeywordsVolume / mo

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