SymPyin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot7 keywords · 1.1k/mo

SymPyAI visibility in ChatGPT and AI Overviews

sympy.org›
Brand report
The searches SymPy competes for i7brand-competitive keywords1.1ksearches/mo
ChatGPT
Names a brand i1k/mo
ChatGPT answers every search. The only question is whether a brand gets named, and across the brand-competitive set it usually is.
AI Overviews
AIO appears i660/mo
Names a brand i610/mo
1

Overall performance

ChatGPT
46%of answers mention you i
Sentiment iComing soon
AI Overviews
72%of answers mention you i
Sentiment iComing soon
2

Competitive map i

Ment. i
3

Performance by category i

Sort by
4

Performance by keyword i

Sentiment
Mention
Sentiment Coming soon
Sort by
Keyword i▼Volume / moMentionedMentioned
pi for pythonview ↗390×✓
numpy gradientview ↗260✓-
code mathsview ↗170××
matrix solversview ↗110✓-
characteristic polynomial calculatorview ↗50✓-
latex pythonview ↗50✓○
simplicationview ↗50○✓
pi for python view ↗390 / mo
ChatGPT
×
AI Overviews
✓
numpy gradient view ↗260 / mo
ChatGPT
✓
AI Overviews
-
code maths view ↗170 / mo
ChatGPT
×
AI Overviews
×
matrix solvers view ↗110 / mo
ChatGPT
✓
AI Overviews
-
characteristic polynomial calculator view ↗50 / mo
ChatGPT
✓
AI Overviews
-
latex python view ↗50 / mo
ChatGPT
✓
AI Overviews
○
simplication view ↗50 / mo
ChatGPT
○
AI Overviews
✓
Every keyword above was asked as one real question through ChatGPT and AI Overviews, with our improved AI asking. We read who gets named, then weight it by real Google demand. How it works

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