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CambioML Traffic, SEO & Growth Analysis
Qualify leads and automate quotes 24/7. Tailored AI for MGAs and brokers—secure off-hours inquiries into qualified deals with seamless AMS integration.
- Traffic declining
- Workflow Automation
SIGPIK VERDICT · Sep 2026
CambioML visits fell 4.2% in Sep, mostly lost from Organic search
Reconstruct every step CambioML took →- Monthly visits
- 5.6K
- ↓ 4.2% · −248 MoM
- Market rank
- #24 / 39
- 0% of market traffic
- Domain Rating
- 48
- ↓ 17 · vs last month
- AI referrals
- 0
- 0% of traffic, early
01 · How the growth happened
CambioML Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-04 — 2026-09 · DR 48, -17 MoM
Sep 2026
5.6K↓ 4.2%
Where the new visits came from
Monthly visits split by channel share: CambioML lost 248 visits from Aug to Sep, with organic search contributing 66%.
Monthly breakdown
| Channel | Jun | Aug | Sep |
|---|---|---|---|
| Total | 7.7K | 5.8K | 5.6K |
| Direct | 0 | 2.2K | 2.2K |
| Organic search | 0 | 2K | 1.8K |
| Referrals | 0 | 619 | 563 |
| Organic social | 0 | 316 | 308 |
| 0 | 175 | 189 | |
| Display ads | 0 | 192 | 185 |
| Paid search | 0 | 87 | 80 |
| Paid social | 0 | 38 | 39 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Organic search | −162 | 66% | 32.2% ↓1.4pp | |
| Referrals | −56 | 23% | 10.1% ↓0.5pp | |
| Direct | −25 | 9.9% | 39.2% ↑1.2pp | |
| 5 other channels | −7 | 3% | 14.3% ↑0.5pp |
02 · What you can borrow
CambioML SEO Keywords, Sitemap Pages & AI Referrals
CambioML’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Search · source keywords — Non-brand terms bring 74% of search traffic
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| 이미지 요소 추출Non-brand | 200 | — | 1 |
| cambiomlBrand | 90 | — | 2 |
| extraer diseño de una imagenNon-brand | 40 | — | 3 |
| ocrNon-brand | 10 | $1.13 | 4 |
| parserNon-brand | 10 | $19.80 | 5 |
Borrow: Most of its search traffic comes from non-brand terms (e.g. “이미지 요소 추출”, “extraer diseño de una imagen”). 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
0 visits from AI assistants (previous month 0), 0% of all traffic.
Borrow: No need to follow yet; watch whether it scales next month.
03 · Full growth history
CambioML 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 CambioML 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 10.8K → 7.8K
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
CambioML Competitors & Alternatives Traffic Benchmark
Sep 2026 · Documents and Files
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| CambioMLThis product | 5.6K | 48 | -4.2% |
| GPT WorkspaceSame market | 300K | 53 | +8.1% |
| FabricSame market | 164.6K | 48 | -5.2% |
| HumataSame market | 84.3K | 65 | -19.1% |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time CambioML 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.