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RAGFlow Traffic, SEO & Growth Analysis
Empower your AI agents through the leading open-source RAG engine, delivering reliable context and an integrated agent platform, built for enterprise.
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SIGPIK VERDICT · Sep 2026
RAGFlow visits were roughly flat in Sep (6.4%)
RAGFlow’s referrals traffic went from 22.9K to 30.5K visits in one month.
- Monthly visits
- 131.4K
- ↑ 6.4% · +7.9K MoM
- Market rank
- #16 / 56
- 0.6% of market traffic
- Domain Rating
- 64
- ↑ 1 · vs last month
- AI referrals
- 72
- 0.1% of traffic, early
01 · How the growth happened
RAGFlow Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-04 — 2026-09 · DR 64, +1 MoM
Sep 2026
131.4K↑ 6.4%
Where the new visits came from
Monthly visits split by channel share: RAGFlow added 7.9K visits from Aug to Sep, with referrals contributing 95%.
Monthly breakdown
| Channel | Jun | Jul | Aug | Sep |
|---|---|---|---|---|
| Total | 156.8K | 150.7K | 123.5K | 131.4K |
| Direct | 81.6K | 77.3K | 57.1K | 55K |
| Organic search | 49.4K | 40.3K | 39.9K | 43.7K |
| Referrals | 20.5K | 27K | 22.9K | 30.5K |
| Organic social | 1.6K | 2.3K | 113 | 622 |
| 186 | 265 | 73 | 478 | |
| Paid social | 0 | 0 | 85 | 180 |
| Paid search | 434 | 0 | 0 | 0 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Referrals | +7.5K | 95% | 23.2% ↑4.6pp | |
| Organic search | +3.8K | 48% | 33.2% ↑0.9pp | |
| Organic social | +509 | 6.5% | 0.5% ↑0.4pp | |
| 4 other channels | −1.6K | -20% | 42.4% ↓4pp |
02 · What you can borrow
RAGFlow SEO Keywords, Sitemap Pages & AI Referrals
RAGFlow’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 |
|---|---|---|---|
| ragflowBrand | 8.9K | $3.01 | 1 |
| ragflow mcpBrand | 450 | — | 2 |
| ragflow 0.27.2 postgresBrand | 440 | — | 3 |
| rag flowBrand | 380 | — | 4 |
| ragflow ragBrand | 350 | — | 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
72 visits from AI assistants (previous month 0), 0.1% of all traffic.
- ChatGPT16%
Borrow: No need to follow yet; watch whether it scales next month.
03 · Full growth history
RAGFlow 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 RAGFlow 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
RAGFlow Competitors & Alternatives Traffic Benchmark
Sep 2026 · RAG, data, and developer infrastructure
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| RAGFlowThis product | 131.4K | 64 | +6.4% |
| 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 RAGFlow 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.