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Refact.ai Traffic, SEO & Growth Analysis
Autonomous AI Agent for software development
- Traffic declining
- Agent Memory
- Agentic Coding
- CI/CD
- Code Assistant
- Code Completion
- +7 more
SIGPIK VERDICT · Sep 2026
Refact.ai visits fell 3.6% in Sep, mostly lost from Organic search
Reconstruct every step Refact.ai took →- Monthly visits
- 50.7K
- ↓ 3.6% · −1.9K MoM
- Market rank
- #16 / 58
- 0.1% of market traffic
- Domain Rating
- 55
- ↑ 3 · vs last month
- AI referrals
- 171
- 0.3% of traffic, early
01 · How the growth happened
Refact.ai Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-04 — 2026-09 · DR 55, +3 MoM
Sep 2026
50.7K↓ 3.6%
Where the new visits came from
Monthly visits split by channel share: Refact.ai lost 1.9K visits from Aug to Sep, with organic search contributing 100%.
Monthly breakdown
| Channel | Jun | Jul | Aug | Sep |
|---|---|---|---|---|
| Total | 71.2K | 78.5K | 52.6K | 50.7K |
| Organic search | 55.9K | 63.1K | 37.4K | 24.9K |
| Direct | 11.8K | 11.6K | 10.4K | 15.8K |
| Referrals | 2.6K | 3.3K | 1.4K | 3.9K |
| Organic social | 974 | 234 | 321 | 2K |
| — | — | 139 | 929 | |
| Display ads | — | — | 140 | 889 |
| Paid search | 0 | 0 | 76 | 496 |
| Paid social | 0 | 0 | 36 | 228 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Organic search | −12.5K | 657% | 49.1% ↓21.9pp | |
| Paid social | +192 | -10% | 0.4% ↑0.4pp | |
| Paid search | +420 | -22% | 1% ↑0.8pp | |
| 5 other channels | +11.1K | -582% | 46.3% ↑22.7pp |
02 · What you can borrow
Refact.ai SEO Keywords, Sitemap Pages & AI Referrals
Refact.ai’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Search · source keywords — Non-brand terms bring 100% of search traffic
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| image to codeNon-brand | 790 | $0.57 | 1 |
| image to html code converterNon-brand | 420 | — | 2 |
| image to html codeNon-brand | 380 | — | 3 |
| image to htmlNon-brand | 370 | $0.85 | 4 |
| laravel 12da dark mode qilinadimiNon-brand | 190 | — | 5 |
Borrow: Most of its search traffic comes from non-brand terms (e.g. “image to code”, “image to html code converter”). Find the needs your product also serves and capture them with tool or landing pages.
AI referrals · ChatGPT, Copilot… — AI referrals are early — not a growth source yet
171 visits from AI assistants (previous month 0), 0.3% of all traffic.
- Gemini100%
Borrow: No need to follow yet; watch whether it scales next month.
03 · Full growth history
Refact.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 Refact.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 78.5K → 52.6K
Observed · traffic dataMonthly visits 112.8K → 71.2K
Observed · traffic dataMonthly visits 75.5K → 112.8K
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
Refact.ai Competitors & Alternatives Traffic Benchmark
Sep 2026 · Developer Environment
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| Refact.aiThis product | 50.7K | 55 | -3.6% |
| OpenCodeSame market | 13.3M | 84 | -20.5% |
| QoderSame market | 2.8M | 72 | -5.3% |
| Overplane: Safer AI Coding with Containers and Formal VerificationSame market | — | 0 | — |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Refact.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.