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Defined.ai Traffic, SEO & Growth Analysis
AI data marketplace for high-quality training data and services
- Community-led growth
SIGPIK VERDICT · Sep 2026
Defined.ai visits grew 14% in Sep, driven mainly by referrals and social
Defined.ai’s referrals traffic went from 435 to 3.5K visits in one month.
- Monthly visits
- 48.3K
- ↑ 13.9% · +5.9K MoM
- Market rank
- #25 / 56
- 0.2% of market traffic
- Domain Rating
- 56
- Flat vs last month
- AI referrals
- 1.9K
- 4% of traffic
01 · How the growth happened
Defined.ai Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-04 — 2026-09 · DR 56, flat
Sep 2026
48.3K↑ 14%
Where the new visits came from
Monthly visits split by channel share: Defined.ai added 5.9K visits from Aug to Sep, with referrals contributing 53%.
Monthly breakdown
| Channel | Jun | Jul | Aug | Sep |
|---|---|---|---|---|
| Total | 45.2K | 60.4K | 42.5K | 48.3K |
| Direct | 23.2K | 37.4K | 19.8K | 20.7K |
| Organic search | 16.4K | 18.9K | 17.4K | 16.6K |
| Referrals | 456 | — | 435 | 3.5K |
| Organic social | 0 | 761 | 1.1K | 1.7K |
| Display ads | — | — | 116 | 906 |
| — | — | 501 | 837 | |
| Paid search | 1.9K | 26 | 62 | 417 |
| Paid social | 0 | 0 | 27 | 210 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Referrals | +3.1K | 53% | 7.3% ↑6.3pp | |
| Direct | +978 | 17% | 42.9% ↓3.6pp | |
| Display ads | +790 | 13% | 1.9% ↑1.6pp | |
| 5 other channels | +636 | 11% | 40.8% ↓4.2pp |
02 · What you can borrow
Defined.ai SEO Keywords, Sitemap Pages & AI Referrals
Defined.ai’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Search · source keywords — Non-brand terms bring 42% of search traffic
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| data annotationNon-brand | 310 | $1.80 | 1 |
| defined aiUnclassified | 290 | $0.96 | 2 |
| defined.aBrand | 230 | — | 3 |
| nsfw content aiNon-brand | 150 | — | 4 |
| ai marketplaceUnclassified | 120 | $5.12 | 5 |
Borrow: Search traffic is mostly branded, riding existing awareness; the non-brand needs it does not cover are open to you.
AI referrals · ChatGPT, Copilot… — AI assistants bring 4% of visits
1.9K visits from AI assistants (previous month 691), 4% of all traffic.
- ChatGPT100%
Borrow: Check how assistants recommend Defined.ai and work on appearing for the same questions.
03 · Full growth history
Defined.ai Promotion History, Backlinks & Launch Timeline
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 Defined.ai did at each step, and gives you a sequence to follow.
- Promotion timeline with original sources
- Traffic before and after each channel
- Exportable launch action list
Monthly visits 60.4K → 42.5K
Observed · traffic dataMonthly visits 45.2K → 60.4K
Observed · traffic dataMonthly visits 63.4K → 45.2K
Observed · traffic dataWhere 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 list
04 · Same-market benchmark
Defined.ai Competitors & Alternatives Traffic Benchmark
Sep 2026 · RAG, data, and developer infrastructure
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| Defined.aiThis product | 48.3K | 56 | +13.9% |
| MercorSame market | 10.6M | 75 | -3.9% |
| Weights & Biases: The AI developer platformSame market | 1.6M | 81 | -19.9% |
| PineconeSame market | 415.6K | 81 | -4.4% |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Defined.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.