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Lambda Traffic, SEO & Growth Analysis
AI computing services for training and inference, with NVIDIA GPUs and secure infrastructure.
- Traffic declining
- GPU Cloud
- Inference Platform
SIGPIK VERDICT · Sep 2026
Lambda visits fell 14% in Sep, mostly lost from Direct
Reconstruct every step Lambda took →- Monthly visits
- 312.4K
- ↓ 13.6% · −49.3K MoM
- Market rank
- #22 / 88
- 0.1% of market traffic
- Domain Rating
- 76
- ↑ 1 · vs last month
- AI referrals
- 1.5K
- 0.5% of traffic, early
01 · How the growth happened
Lambda Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-05 — 2026-09 · DR 76, +1 MoM
Sep 2026
312.4K↓ 14%
Where the new visits came from
Monthly visits split by channel share: Lambda lost 49.3K visits from Aug to Sep, with direct contributing 62%.
Monthly breakdown
| Channel | Jul | Aug | Sep |
|---|---|---|---|
| Total | 358.4K | 361.7K | 312.4K |
| Direct | 142.4K | 164.5K | 133.8K |
| Organic search | 106.9K | 97.5K | 92.3K |
| Paid search | 63.8K | 59.7K | 42.1K |
| Referrals | 14.8K | 9.5K | 12.5K |
| Organic social | 4.5K | 8K | 11.8K |
| Paid social | 9.4K | 8K | 8.5K |
| 5.3K | 3.7K | 5K | |
| Display ads | 3K | 6.7K | 2.4K |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Direct | −30.7K | 62% | 42.8% ↓2.7pp | |
| Paid search | −17.7K | 36% | 13.5% ↓3pp | |
| Organic search | −5.1K | 10% | 29.5% ↑2.6pp | |
| 5 other channels | +4.4K | -9% | 12.9% ↑3pp |
02 · What you can borrow
Lambda SEO Keywords, Sitemap Pages & AI Referrals
Lambda’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Search · source keywords — Non-brand terms bring 16% of search traffic
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| lambdaBrand | 15.7K | $3.43 | 1 |
| lambda labsUnclassified | 7.6K | $14.01 | 2 |
| runpodNon-brand | 5.4K | $3.73 | 3 |
| lambda aiUnclassified | 3.2K | $1.75 | 4 |
| lambda careersBrand | 1.3K | $3.32 | 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
1.5K visits from AI assistants (previous month 1.8K), 0.5% of all traffic.
- ChatGPT39%
- Perplexity5.9%
- Gemini3.1%
Borrow: No need to follow yet; watch whether it scales next month.
03 · Full growth history
Lambda 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 Lambda 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
Where 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
Lambda Competitors & Alternatives Traffic Benchmark
Sep 2026 · API and Inference
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| LambdaThis product | 312.4K | 76 | -13.6% |
| X AiSame market | 34.3M | 88 | +16.2% |
| Gemini Developer API | Gemma open models | Google AI for DevelopersSame market | 5.7M | 90 | -15% |
| Together AISame market | 998.2K | 81 | +27.1% |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Lambda 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.