Data updated Nov 4, 2026

Doberman Traffic, SEO & Growth Analysis

AI Security
Domain age2 months 24 days

Open-source AI agent security. Doberman gates every tool call from Claude Code, Codex, or any MCP agent with a PASS / AUTH / BLOCK verdict before it runs.

Agent Guardrails
Anomaly Detection
Audit Log
Local / on Device Run
MCP Support

Doberman's growth file is still collecting observations

Doberman made 1 site change in the same windowTiming overlaps; this does not show cause

Reconstruct every step Doberman took →

Monthly visits: 0; No prior month · +0 MoM
Market rank: #62 / 75; 0% of market traffic
Domain Rating: 2; ↑ 0 · vs last month
AI referrals: 0; None detected yet

Doberman Traffic Trend & Channel Attribution

How the growth happened

Monthly visit estimates · 2026-06 — 2026-09　·　DR 2, +0 MoM

Latest monthly visits0

Sep 2026Monthly trend · Arrow keys to explore

Sep 2026

Monthly visits0

vs. previous month0

Doberman site changes and traffic signals in this periodTiming overlaps; this does not show cause

Where the new visits came from

Attribution needs two months of channel data; it appears automatically once available.

Doberman SEO Keywords, Sitemap Pages & AI Referrals

What you can borrow

Doberman’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

Keyword	Traffic	CPC	Rank
doberman cyber securityNon-brand	20	—	1
dobermann 框架Non-brand	0	—	2

Borrow: Most of its search traffic comes from non-brand terms (e.g. “doberman cyber security”). Find the needs your product also serves and capture them with tool or landing pages.

Content & page updates · via Sitemap — 25 pages removed in 14 days

Pages listed in the Sitemap shrank 69.4% over 14 days, from 36 listed URLs to 11 listed URLs.

/docs−28
/blog+3

Borrow: Doberman is pruning pages; watch whether organic search weakens next.

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.

Doberman Promotion History, Backlinks & Launch Timeline

Full growth history

What did Doberman do at each step?

Unlock Doberman’s launch posts, community threads and new backlinks, plus a launch checklist you can copy.

Promotion timeline with original sources
Traffic before and after each channel
Exportable launch action list

Sep 5 – Sep 19Sitemap
Doberman's public Sitemap now lists 25 fewer URLs
Observed event
Where it launched and who talked about it
- Product Hunt
- Reddit
- X
- Directories
Visible after unlocking
Where the new backlinks came from
- Referring domains
- First seen
Visible after unlocking
A launch sequence you can copy
- Checklist
- Export
Visible after unlocking

Doberman Competitors & Alternatives Traffic Benchmark

Same-market benchmark

Sep 2026 · AI Security

Wiz
Sep 2026
Est. monthly visits
807.2K
DR
84
MoM
+6%
Abnormal AI
Sep 2026
Est. monthly visits
300.3K
DR
77
MoM
-15.7%
Lakera AI Security
Sep 2026
Est. monthly visits
116.4K
DR
75
MoM
-16.2%
Doberman
Sep 2026Current
Est. monthly visits
0
DR
2
MoM
—

Each product uses its latest observed month; different months are not a same-period ranking.

Know the next time Doberman 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.