spacy.ioin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot8 keywords · 4.9k/mo

AI Visibility Report forspacy.ioin ChatGPT and AI Overviews

Domain report
The searches spacy.io competes for i8keywords4.9ksearches/mo
ChatGPT
Names a brand i4.1k/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 i4k/mo
Names a brand i3.3k/mo
spacy's market is very small: it ranks in Google's top results on only 8 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 i26%
Sentiment iComing soon
AI Overviews
0%of answers mention you i
Cited as a source i80%
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
matcher pythonview ↗720×#3--
lexemeview ↗590○-○-
lemmatizeview ↗320×#1×#8
sentence bertview ↗90○-×-
latent dirichlet allocationview ↗2.9k×-×#15
parsing sentencesview ↗110○#1○-
natural language processing in pythonview ↗90×#1--
python tokenizerview ↗50×#13--
matcher python view ↗720 / mo
ChatGPT
×
Cited #3
AI Overviews
-
Cited -
lexeme view ↗590 / mo
ChatGPT
○
Cited -
AI Overviews
○
Cited -
lemmatize view ↗320 / mo
ChatGPT
×
Cited #1
AI Overviews
×
Cited #8
sentence bert view ↗90 / mo
ChatGPT
○
Cited -
AI Overviews
×
Cited -
latent dirichlet allocation view ↗2.9k / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited #15
parsing sentences view ↗110 / mo
ChatGPT
○
Cited #1
AI Overviews
○
Cited -
natural language processing in python view ↗90 / mo
ChatGPT
×
Cited #1
AI Overviews
-
Cited -
python tokenizer view ↗50 / mo
ChatGPT
×
Cited #13
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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