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Subcategory answer

Product recommendations and personalization

8,874

companies run at least one of the 14 technologies in it, 0.02% of 54,527,857 in the index. Landing 12 Sept 2026.

Engines that personalize content and recommend products based on behavior, context, or quizzes.

Share of the subcategory by month

Justuno App 21.5%Frequently Bought Together 16.5%Globo Also Bought 8.4%Other 49.4%
Justuno AppFrequently Bought TogetherGlobo Also BoughtConstructorOther

Share of companies running any technology in this subcategory, monthlyof 8,874 companies with any of themlanding 12 Sept 2026

Each month is drawn as 100%, so the bands are shares and not counts; a company running two of these technologies is counted in both, and everything past the fourth is folded into Other. The series starts January 2021 because the panel is anchored at 31 Dec 2020

The 345 numbers in this chart
MonthJustuno AppFrequently Bought TogetherGlobo Also BoughtConstructorOther
2021-0123.8%17.6%8.5%3.3%46.9%
2021-0223.8%17.6%8.5%3.3%46.9%
2021-0323.8%17.6%8.5%3.3%46.9%
2021-0423.8%17.6%8.5%3.3%46.9%
2021-0523.8%17.6%8.5%3.3%46.9%
2021-0623.8%17.6%8.5%3.3%46.9%
2021-0723.8%17.6%8.5%3.3%46.9%
2021-0823.8%17.6%8.5%3.3%46.9%
2021-0923.8%17.6%8.5%3.3%46.9%
2021-1023.8%17.6%8.5%3.3%46.9%
2021-1123.8%17.6%8.5%3.3%46.9%
2021-1223.8%17.6%8.5%3.3%46.9%
2022-0123.8%17.6%8.5%3.3%46.9%
2022-0223.8%17.6%8.5%3.3%46.9%
2022-0323.8%17.6%8.5%3.3%46.9%
2022-0423.8%17.6%8.5%3.3%46.9%
2022-0523.8%17.6%8.5%3.3%46.9%
2022-0623.8%17.6%8.5%3.3%46.9%
2022-0723.8%17.6%8.5%3.3%46.9%
2022-0823.8%17.6%8.5%3.3%46.9%
2022-0923.8%17.6%8.5%3.3%46.9%
2022-1023.8%17.6%8.5%3.3%46.9%
2022-1123.8%17.6%8.5%3.3%46.9%
2022-1223.8%17.6%8.5%3.3%46.9%
2023-0123.8%17.6%8.5%3.3%46.9%
2023-0223.8%17.6%8.5%3.3%46.9%
2023-0323.8%17.6%8.5%3.3%46.9%
2023-0423.8%17.6%8.5%3.3%46.9%
2023-0523.8%17.6%8.5%3.3%46.9%
2023-0623.8%17.6%8.5%3.3%46.9%
2023-0723.8%17.6%8.5%3.3%46.9%
2023-0823.8%17.6%8.5%3.3%46.9%
2023-0923.8%17.6%8.5%3.3%46.9%
2023-1023.8%17.6%8.5%3.3%46.9%
2023-1123.7%15.7%7.8%3.8%49.1%
2023-1223.7%15.7%7.8%3.8%49.1%
2024-0123.7%15.7%7.8%3.8%49.1%
2024-0223.7%15.7%7.8%3.8%49.1%
2024-0323.7%15.7%7.8%3.8%49.1%
2024-0423.7%15.7%7.8%3.8%49.1%
2024-0523.7%15.7%7.8%3.8%49.1%
2024-0623.7%15.7%7.8%3.8%49.1%
2024-0723.7%15.7%7.8%3.8%49.1%
2024-0823.7%15.7%7.8%3.8%49.1%
2024-0923.7%15.7%7.8%3.8%49.1%
2024-1023.3%15.5%7.6%3.9%49.7%
2024-1123.3%15.5%7.6%3.9%49.7%
2024-1223.3%15.5%7.6%3.9%49.7%
2025-0123.3%15.5%7.6%3.9%49.7%
2025-0223.3%15.5%7.6%3.9%49.7%
2025-0323.3%15.5%7.6%3.9%49.6%
2025-0423.4%15.3%7.7%4.0%49.6%
2025-0523.7%15.2%7.5%3.9%49.7%
2025-0623.7%15.1%7.5%3.9%49.8%
2025-0723.7%15.1%7.5%3.9%49.8%
2025-0823.8%15.2%7.4%3.8%49.8%
2025-0923.8%15.2%7.4%3.8%49.8%
2025-1023.8%15.2%7.4%3.8%49.8%
2025-1123.9%15.1%7.4%3.8%49.8%
2025-1223.9%15.1%7.4%3.8%49.8%
2026-0124.0%15.0%7.4%3.7%49.9%
2026-0224.1%14.9%7.4%3.7%49.9%
2026-0321.3%16.5%8.4%4.3%49.6%
2026-0421.4%16.4%8.4%4.3%49.5%
2026-0521.4%16.4%8.4%4.3%49.5%
2026-0621.4%16.4%8.4%4.3%49.5%
2026-0721.4%16.4%8.4%4.3%49.5%
2026-0821.4%16.4%8.4%4.3%49.5%
2026-0921.5%16.5%8.4%4.2%49.4%

The technologies ranked in Product recommendations and personalization

Companiesof 8,874 with any of themlanding 12 Sept 2026

#
Technology
Vendor
Companies
Share
1
Code Black Belt
1,687
19.0%
2
Justuno
780
8.8%
3
Globo
615
6.9%
4
Constructor.io, Inc.
229
2.6%
5
Constructor.io, Inc.
179
2.0%
6
Pickzen
68
0.77%
7
Bold Commerce
10
no share
8
Artifi Labs
9
no share
9
Visely
5
no share

9 of 14 technologiesa company running two of them is counted in both, so the shares do not sum to 100%under 20 companies no share is published

5 of the 10 most detected technologies here sit under the publication gate on detector quality of 0.90, so they are listed rather than ranked: Product Personalizer 3,557, Teeinblue 1,348, Customily 528, Visual Quiz Builder 99, Obviyo 94.