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In the same window, Roboflow’s Sitemap added 77 pages, mostly under /blog. The timing overlaps — worth a closer look.
Monthly visit estimates · 2026-04 — 2026-09 · DR 78, +1 MoM
Sep 2026
1.3M↓ 2.2%
Monthly visits split by channel share: Roboflow lost 29.6K visits from Aug to Sep, with direct contributing 47%.
| Channel | Jun | Jul | Aug | Sep |
|---|---|---|---|---|
| Total | 1.4M | 1.4M | 1.4M | 1.3M |
| Direct | 636.1K | 622.9K | 584.3K | 570.3K |
| Organic search | 532.5K | 527K | 524.1K | 519.4K |
| Organic social | 75K | 86.6K | 95.4K | 102.6K |
| Referrals | 60K | 64.3K | 62.3K | 57K |
| 29.7K | 26.8K | 31.1K | 27.9K | |
| Display ads | 10.1K | 14.6K | 20.6K | 7.7K |
| Paid social | 1.9K | 1.2K | 1.3K | 1.6K |
| Paid search | 1.2K | 497 | 1.3K | 872 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Direct | −14K | 47% | 42.5% ↓0.1pp | |
| Display ads | −12.9K | 44% | 0.6% ↓0.9pp | |
| Referrals | −5.3K | 18% | 4.2% ↓0.3pp | |
| 5 other channels | −769 | 2.6% | 48.6% ↑1pp |
Roboflow’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Pages listed in the Sitemap grew 2.6% over 18 days, from 2,997 listed URLs to 3,074 listed URLs.
/blog+18/integration+13Borrow: Generate pages of this kind from data you already have (see /blog) to capture long-tail search.
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| roboflowBrand | 138.4K | $2.03 | 1 |
| roboflow universeBrand | 22.4K | $2.12 | 2 |
| robo flowBrand | 7.3K | $2.05 | 3 |
| roboflow datasetBrand | 5.2K | $0.63 | 4 |
| rf-detrNon-brand | 1.1K | — | 5 |
Borrow: Search traffic is mostly branded, riding existing awareness; the non-brand needs it does not cover are open to you.
41.4K visits from AI assistants (previous month 41.5K), 3.1% of all traffic.
Borrow: Check how assistants recommend Roboflow and work on appearing for the same questions.
Above is what we observe automatically. The reconstruction starts from these moments, searches launches, community threads, directory listings and backlinks from the same period, fills in what Roboflow did at each step, and gives you a sequence to follow.
Roboflow's public Sitemap now lists 77 more URLs
Observed · SitemapRoboflow's public Sitemap now lists 98 more URLs
Observed · SitemapWhere it launched and who discussed it
Product Hunt, Reddit, X, directoriesWhich channels produced new backlinks
Ordered by first seenA launch sequence you can follow
Exportable action listSep 2026 · Computer vision platforms
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| RoboflowThis product | 1.3M | 78 | -2.2% |
| CVATSame market | 240.6K | 61 | -19.8% |
| Memories.aiSame market | 220.2K | 49 | -24.1% |
| FiftyOneSame market | 128.2K | 70 | +18.3% |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Roboflow ships pages in bulk
We diff its Sitemap, backlinks and traffic daily and alert you only on real changes.
Method: visits and channel shares are third-party monthly estimates; channel change = monthly visits × channel share, month over month; site actions and traffic are shown by timing only, not as cause and effect.
