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In the same window, Unitlab AI’s Sitemap added 186 pages, mostly under /solutions. The timing overlaps — worth a closer look.
Monthly visit estimates · 2026-04 — 2026-09 · DR 25, +1 MoM
Sep 2026
6.1K↓ 15%
Monthly visits split by channel share: Unitlab AI lost 1.1K visits from Aug to Sep, with direct contributing 38%.
| Channel | Jun | Jul | Aug | Sep |
|---|---|---|---|---|
| Total | 4.8K | 5K | 7.2K | 6.1K |
| Direct | 0 | 0 | 2.9K | 2.5K |
| Organic search | 0 | 0 | 2.3K | 2K |
| Referrals | 0 | 0 | 717 | 601 |
| Organic social | 0 | 0 | 410 | 351 |
| 0 | 0 | 227 | 193 | |
| Display ads | 0 | 0 | 211 | 184 |
| Paid search | 0 | 0 | 108 | 89 |
| Paid social | 0 | 0 | 48 | 42 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Direct | −422 | 38% | 40.4% ↑0.3pp | |
| Organic search | −372 | 34% | 32% ↓0.2pp | |
| Referrals | −115 | 10% | 9.8% ↓0.1pp | |
| 5 other channels | −144 | 13% | 14% ↑0.1pp |
Unitlab AI’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Pages listed in the Sitemap grew 172.2% over 27 days, from 108 listed URLs to 294 listed URLs.
/solutions+90/cn/solutions+45Borrow: Generate pages of this kind from data you already have (see /solutions) to capture long-tail search.
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| best open source computer vision modelNon-brand | 110 | — | 1 |
| 이미지 인식 사람과 자동차 라벨링Non-brand | 100 | — | 2 |
| 地理数据标注平台Non-brand | 80 | — | 3 |
| training cv models or architecture open source projectsNon-brand | 60 | — | 4 |
| segment anythingNon-brand | 30 | $3.73 | 5 |
Borrow: Most of its search traffic comes from non-brand terms (e.g. “best open source computer vision model”, “이미지 인식 사람과 자동차 라벨링”). Find the needs your product also serves and capture them with tool or landing pages.
46 visits from AI assistants (previous month 0), 0.7% of all traffic.
Borrow: No need to follow yet; watch whether it scales next month.
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 Unitlab AI did at each step, and gives you a sequence to follow.
Unitlab AI's public Sitemap now lists 186 more URLs
Observed · SitemapUnitlab AI's Sitemap added 62 net URLs in Korean (South Korea) pages
Observed · SitemapUnitlab AI's Sitemap added 62 net URLs in English pages
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 |
|---|---|---|---|
| Unitlab AIThis product | 6.1K | 25 | -15.3% |
| RoboflowSame market | 1.3M | 78 | -2.2% |
| CVATSame market | 240.6K | 61 | -19.8% |
| Memories.aiSame market | 220.2K | 49 | -24.1% |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Unitlab AI 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.
