We get it: Glazed and Capalyze look similar from the outside. The community engagement data tells you where they actually differ. Side-by-side metrics below.
Side-by-side comparison of Glazed and Capalyze based on community engagement data.
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We get it: Glazed and Capalyze look similar from the outside. The community engagement data tells you where they actually differ. Side-by-side metrics below.
| Category | Glazed | Capalyze |
|---|---|---|
| Analytics | Yes | - |
| Artificial Intelligence | - | Yes |
| Data Visualization | Yes | Yes |
| Spreadsheets | - | Yes |
| User Experience | Yes | - |
I'm not using Figma regularly. But after using this one I found that this will be game changer specially for Designer. Congratulations for the amazing one.
Congratulations to Asís and his team! As a product manager, Glazed can greatly improve my work efficiency, and I am looking forward to the continued development of Glazed.
This will be a game changer in the world of UI design! Amazing!!
Congrats on your launch and milestone on Product Hunt.
Congrats on the launch @Capalyze team
Univers looks like the missing link between casual spreadsheets and hardcore coding. Love the focus on real scraping and instant visualization, makes data play more fun and much less painful.
Glazed leads on raw interest score. Capalyze leads on engagement ratio. That split is worth paying attention to. Glazed attracted more initial eyeballs, but Capalyze's audience engaged deeper. For most buyers, engagement ratio is the better signal.
These products share 1 categories: Data Visualization. Moderate overlap suggests they target related but distinct use cases.
Glazed is also tagged in Analytics, User Experience, which Capalyze isn't. That suggests Glazed positions itself more broadly or targets an adjacent audience.
Capalyze has unique category tags in Artificial Intelligence, Spreadsheets. Different positioning can mean a different buyer profile, even within the same space.
Glazed launched Oct 2024. Capalyze launched Sep 2025. Glazed has had more time to iterate and build a user base. Capalyze had the advantage of launching into a more defined market with clearer user expectations.
Glazed has a 0.13 engagement ratio (below average), based on 112 discussion threads across 869 interest points. Low engagement relative to interest means the launch attracted clicks but not conversation. Could indicate the product appealed to a broad audience without hooking anyone deeply.
Capalyze has a 0.32 engagement ratio (strong), based on 268 discussions across 828 interest points. Strong engagement suggests an audience that tested the product and came back to talk about it.
The 0.19 gap in engagement ratio is significant. Capalyze generated substantially deeper community discussion per interest point.
Within the Data Visualization category (197 total products), Glazed ranks #3 and Capalyze ranks #4 by interest score. Glazed sits in the top 10 for the category.
Glazed is in the top 2% of Data Visualization by interest. Capalyze is in the top 2%.
Pick Glazed if you want the product with the larger community behind it; you value stability and a longer track record; you need something that also covers Analytics.
Pick Capalyze if community size matters less to you than engagement depth; sustained discussion and active users are your priority; you prefer newer tools with fresher tech; you need something that also covers Artificial Intelligence.
Glazed: Build funnels and analyse user behaviour interactively from your product's UI. Validate user experiences instantly and prioritise design decisions that drive business growth.
Capalyze: Scrape real data from websites in real-time into Univers (our spreadsheet engine with 27.5k stars on GitHub!). Ask questions, visualize with interactive tables & charts, and then slice, dice, and export — all in one place.
These products also compete in the Data Visualization category:
Airbook 2.0 — Think Notion, but for analytics (Interest: 937, Engagement: 0.14)
Retable — Airtable alternative - one tool to replace them all (Interest: 767, Engagement: 0.22)
Recap — Your AI knowledge space for insightful visuals (Interest: 655, Engagement: 0.22)
Dokably — One workspace for your work docs, tasks, and whiteboards (Interest: 565, Engagement: 0.42)
Hurree — A pinboard for your analytics (Interest: 452, Engagement: 0.17)
Felt — The best way to make maps on the internet (Interest: 342, Engagement: 0.10)
How directly these products compete. Three or more shared categories means they're going after the same user. One shared category means they approach the space from different angles. Zero overlap and they probably shouldn't be compared.
Comparisons are generated automatically when two products have enough data overlap. If the pair you want isn't here, the products might be in different categories or too far apart in engagement.
Either the product didn't meet our engagement threshold, or it doesn't share enough category tags with the other product to generate a meaningful comparison. We'd rather show no comparison than a misleading one.
Each product's data reflects its launch period. The comparison shows both products' engagement metrics from when they launched. The build date at the bottom of the page shows when the index was last refreshed.
Not yet. Current comparisons use launch-period data only. Post-launch tracking is on our roadmap.
Generally, yes. Engagement ratio is hard to fake. A product can generate artificial interest, but sustained discussion threads require people who actually used the product and had something to say about it.