sigpikAI SaaS market and competitive intelligence platform.
Switch languageEN
EN中文

Data updated Oct 18, 2026

Mendral Traffic, SEO & Growth Analysis

  • Traffic declining · 2 months running
  • Devops Engineering
  • Domain age4 years 2 months

The AI DevOps Engineer. Automating the DevOps work your team shouldn’t do by hand: supply-chain security, flaky CI, slow builds, and whatever’s specific to your stack.

  • CI/CD
  • Code Review
  • Code Security
  • DevOps Assistant
  • Incident Response

Mendral visits fell 9.5% in Sep, mostly lost from Organic social

Mendral made 1 site change in the same windowTiming overlaps; this does not show cause
Reconstruct every step Mendral took →
Monthly visits
4.9K
↓ 9.5% · −510 MoM
Market rank
#43 / 49
0% of market traffic
Domain Rating
46
↑ 5 · vs last month
AI referrals
0
None detected yet

Mendral Traffic Trend & Channel Attribution

How the growth happened

Monthly visit estimates · 2026-04 — 2026-09　·　DR 46, +5 MoM

Latest monthly visits4.9K
Sep 2026Monthly trend · Arrow keys to explore
05K10K15K20KAprMayJunJulAugSep4.9K↓9.5%

Sep 2026

Monthly visits4.9K
vs. previous month−510 · −9.5%
Mendral site changes and traffic signals in this periodTiming overlaps; this does not show cause

Where the new visits came from

Monthly visits split by channel share: Mendral lost 510 visits from Aug to Sep, with organic social contributing 100%.

Visit change by channel
ChannelLast 4 monthsChange barAug → SepChangeShare of changeCurrent share
Organic social−1.6K306%5.5% ↓28.6pp
Paid social+16-3%0.7% ↑0.4pp
Paid search+29-5.7%1.5% ↑0.7pp
5 other channels+908-178%87.7% ↑25.3pp

Mendral SEO Keywords, Sitemap Pages & AI Referrals

What you can borrow

Mendral’s acquisition moves across pages, search terms and AI referrals, each with its data source.

Search · source keywords — Non-brand terms bring 33% of search traffic

KeywordTrafficCPCRank
mendral anthropicBrand80—1
isara startupNon-brand50—2
mendral anthropic millionBrand20—3
anthropic blogsNon-brand0$1.654
how to sandbox ai coding harnessNon-brand0—5

Borrow: Search traffic is mostly branded, riding existing awareness; the non-brand needs it does not cover are open to you.

Content & page updates · via Sitemap — No bulk page changes lately

We diff its public Sitemap daily. Bulk launches or removals will appear here and alert watchers.

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.

Mendral Promotion History, Backlinks & Launch Timeline

Full growth history

What did Mendral do at each step?

Unlock Mendral’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

One-time unlock · Keep forever

Unlock Mendral’s promotion research & launch action pack

Review launch channels, backlink evidence and marketing milestones, then export your action checklist. Buy once for permanent access and regeneration.

Or get Starter · $29.90/month
  1. Backlinks

    New linking websites (+3,695.6%)

    Observed event
  2. Traffic data

    Monthly visits 7.9K → 5.4K

    Observed event
  3. Traffic data

    Monthly visits 2.9K → 7.9K

    Observed event

  4. Where it launched and who talked about it

    • Product Hunt
    • Reddit
    • X
    • Directories
    Visible after unlocking

  5. Where the new backlinks came from

    • Referring domains
    • First seen
    Visible after unlocking

  6. A launch sequence you can copy

    • Checklist
    • Export
    Visible after unlocking

Mendral Competitors & Alternatives Traffic Benchmark

Same-market benchmark

Sep 2026 · Engineering and DevOps

  • LangChain
    Sep 2026
    Est. monthly visits
    3.2M
    DR
    87
    MoM
    +7.2%
  • Zeabur
    Sep 2026
    Est. monthly visits
    327.7K
    DR
    72
    MoM
    -11.6%
  • Naive
    Sep 2026
    Est. monthly visits
    38.9K
    DR
    31
    MoM
    -25.5%
  • Mendral
    Sep 2026Current
    Est. monthly visits
    4.9K
    DR
    46
    MoM
    -9.5%

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

Know the next time Mendral 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.