9 launches since 2025. Smrati Tiwari operates in Artificial Intelligence and 20 other categories. The data below is sorted by community engagement.
9 product launches tracked since 2025
9 launches since 2025. Smrati Tiwari operates in Artificial Intelligence and 20 other categories. The data below is sorted by community engagement.
All 9 products, sorted by community engagement.
| Year | Products | Avg Interest | Top Launch |
|---|---|---|---|
| 2025 | 9 | 210 | BookRead |
Total launches: 9. Total interest: 1,891. Best single launch: 421. Average engagement: 0.20. Active categories: 20. First tracked launch: 2025.
Yes. If the same person is listed as a maker on products from different companies, all of those products appear on their founder page. That's one of the advantages of tracking by person rather than by company.
We track the makers listed on each product's launch page. A founder appears here if they're credited on 3 or more products in our index.
Serial builders. Some founders launch multiple products across different categories. Others iterate publicly, launching new versions or pivots as separate products. Both patterns show up in the data.
It means the community paid attention. High total interest across many launches signals consistent relevance. But a founder with 3 launches averaging 0.40 engagement may have built better products than one with 20 launches averaging 0.08.
Sum of each product's engagement ratio divided by number of products. It weights every launch equally regardless of interest score. A founder with consistently high engagement across small launches will rank higher than one with one viral hit and many duds.