Data updated Oct 18, 2026

Kerno Traffic, SEO & Growth Analysis

  • Traffic declining · 3 months running
  • Code Quality

Kerno is a local CI that lets your AI coding agent validate its changes against your real backend stack and fix what it broke, in context, in every session.

  • Agent Memory
  • API Testing
  • App Testing
  • Integration Test
  • Knowledge Graph

Kerno visits fell 23% in Sep, mostly lost from Direct

In the same window, Kerno’s Sitemap added 9 pages, mostly under /startups. The timing overlaps — worth a closer look.

Kerno made 2 site changes in the same windowTiming overlaps; this does not show cause
Reconstruct every step Kerno took →
Monthly visits
6.8K
↓ 22.8% · −2K MoM
Market rank
#36 / 56
0.2% of market traffic
Domain Rating
26
↑ 1 · vs last month
AI referrals
0
None detected yet

Kerno Traffic Trend & Channel Attribution

How the growth happened

Monthly visit estimates · 2026-04 — 2026-09 · DR 26, +1 MoM

Latest monthly visits6.8K
Sep 2026Monthly trend · Arrow keys to explore
07.5K15K22.5K30KAprMayJunJulAugSep6.8K↓23%

Sep 2026

Monthly visits6.8K
vs. previous month−2K · −23%
Kerno 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: Kerno lost 2K visits from Aug to Sep, with direct contributing 38%.

Visit change by channel
ChannelLast 4 monthsChange barAug → SepChangeShare of changeCurrent share
Direct−77738%40.4% ↑0.4pp
Organic search−69234%31.5% ↓0.6pp
Referrals−1969.7%10.3% ↑0.1pp
5 other channels−26913%14.1% ↑0.2pp

Kerno SEO Keywords, Sitemap Pages & AI Referrals

What you can borrow

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

Search · source keywords — Non-brand terms bring 73% of search traffic

Borrow: Most of its search traffic comes from non-brand terms (e.g. “yaml file example”, “uncommit last commit”). Find the needs your product also serves and capture them with tool or landing pages.

Content & page updates · via Sitemap — 9 pages added in 16 days

Pages listed in the Sitemap grew 11.7% over 16 days, from 77 listed URLs to 86 listed URLs.

  • /startups+1
  • /blog+0
  • Other site pages+8

Borrow: Generate pages of this kind from data you already have (see /startups) to capture long-tail search.

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.

Kerno Promotion History, Backlinks & Launch Timeline

Full growth history

What did Kerno do at each step?

Unlock Kerno’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 Kerno’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 (+300%)

    Observed event
  2. Sitemap

    Kerno's public Sitemap now lists 9 more URLs

    Observed event
  3. Traffic data

    Monthly visits 17.3K → 10.5K

    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

Kerno Competitors & Alternatives Traffic Benchmark

Same-market benchmark

Sep 2026 · Code Quality

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

Know the next time Kerno 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.