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NLTK Traffic, SEO & Growth Analysis
A leading platform for building Python programs to work with human language data.
- Data Classification
- Data Connector
- Document Parsing
- Monthly visits
- 98.3K
- ↑ 6.9% · +6.3K MoM
- Market rank
- #19 / 56
- 0.4% of market traffic
- Domain Rating
- 78
- Flat vs last month
- AI referrals
- 382
- 0.4% of traffic, early
01 · How the growth happened
NLTK Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-05 — 2026-09 · DR 78, flat
Sep 2026
98.3K↑ 6.9%
Where the new visits came from
Attribution needs two months of channel data; it appears automatically once available.
Monthly breakdown
| Channel | Jul | Aug | Sep |
|---|---|---|---|
| Total | 81.8K | 92K | 98.3K |
| Organic search | 37.7K | 56.9K | 49.4K |
| Direct | 30.1K | 26.6K | 30.3K |
| Referrals | 7.5K | 4.8K | 10.3K |
| Organic social | 4.5K | 1.6K | 4.5K |
| — | — | 410 | |
| Display ads | — | — | 12 |
| Paid search | 0 | 0 | 10 |
| Paid social | 0 | 0 | 4 |
02 · What you can borrow
NLTK SEO Keywords, Sitemap Pages & AI Referrals
NLTK’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Search · source keywords — Non-brand terms bring 0% of search traffic
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| nltkBrand | 1.9K | $0.20 | 1 |
| nltk libraryBrand | 420 | $7.23 | 2 |
| nltk documentationBrand | 280 | $1.68 | 3 |
| nltk docsBrand | 210 | — | 4 |
| natural language toolkit (nltk)Brand | 200 | — | 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 referrals are early — not a growth source yet
382 visits from AI assistants (previous month 697), 0.4% of all traffic.
- Gemini55%
Borrow: No need to follow yet; watch whether it scales next month.
03 · Full growth history
NLTK 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 NLTK 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 109.2K → 81.8K
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
NLTK Competitors & Alternatives Traffic Benchmark
Sep 2026 · RAG, data, and developer infrastructure
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| NLTKThis product | 98.3K | 78 | +6.9% |
| 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 NLTK 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.