sympy.orgin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot7 keywords · 1.1k/mo

AI Visibility Report forsympy.orgin ChatGPT and AI Overviews

SymPy
Domain report
The searches sympy.org competes for i7keywords1.1ksearches/mo
ChatGPT
Names a brand i1k/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 i660/mo
Names a brand i610/mo
sympy's market is very small: it ranks in Google's top results on only 7 keywords, too few to carry a market context, so every percentage divides by those few searches.
1

Overall performance

ChatGPT
46%of answers mention you i
Cited as a source i10%
Sentiment iComing soon
AI Overviews
72%of answers mention you i
Cited as a source i26%
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
pi for pythonview ↗390×-✓-
numpy gradientview ↗260✓---
code mathsview ↗170×-×#17
matrix solversview ↗110✓#3--
characteristic polynomial calculatorview ↗50✓---
latex pythonview ↗50✓-○-
simplicationview ↗50○-✓-
pi for python view ↗390 / mo
ChatGPT
×
Cited -
AI Overviews
✓
Cited -
numpy gradient view ↗260 / mo
ChatGPT
✓
Cited -
AI Overviews
-
Cited -
code maths view ↗170 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited #17
matrix solvers view ↗110 / mo
ChatGPT
✓
Cited #3
AI Overviews
-
Cited -
characteristic polynomial calculator view ↗50 / mo
ChatGPT
✓
Cited -
AI Overviews
-
Cited -
latex python view ↗50 / mo
ChatGPT
✓
Cited -
AI Overviews
○
Cited -
simplication view ↗50 / mo
ChatGPT
○
Cited -
AI Overviews
✓
Cited -
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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