When does the agent run, and what does it produce?

Trigger: Every Monday morning (cron). Output: Weekly email: priority pages, likely cause and improvement idea.

What stays under your control?

Read-only: the agent never changes your site. You choose which pages to rework. Autonomy level 3 — Autonomous: Runs end to end on its own; only low-risk actions (read, notify, archive).

How much does it cost and how long does setup take?

Estimated cost: n8n: €0 self-hosted or from €20/month (Starter, billed annually); optional OpenAI step (API cost). Setup time: ≈ 1 h (estimate), difficulty "intermediate". Tools: n8n – Schedule Trigger, Search Console API – Search Analytics, n8n – HTTP Request, n8n – OpenAI, n8n – Gmail.

Weekly report of pages seen on Google but hardly ever clicked

Every Monday, the agent analyses your Search Console data, spots pages with many impressions but almost no clicks, infers the likely cause and emails you a prioritised list.

L3 autonomousVerified sourceBased on official documentation we checked; not tested by us yet.Updated 19 October 2026

Difficulty: Intermediate
Setup time: ≈ 1 h (estimate)
Estimated cost: n8n: €0 self-hosted or from €20/month (Starter, billed annually); optional OpenAI step (API cost)
Category: Marketing

⏱ Trigger

Every Monday morning (cron)

✋ Human approval

Read-only: the agent never changes your site. You choose which pages to rework.

→ Output

Weekly email: priority pages, likely cause and improvement idea

Autonomy level 3 — Autonomous: Runs end to end on its own; only low-risk actions (read, notify, archive).

01Connected tools

02What the agent does on its own

step 01
Queries the Search Console Search Analytics API (pages and queries over the last N days).
step 02
Merges variants of the same URL and keeps pages above your impressions threshold and below your clicks threshold.
step 03
Computes average position and click-through rate, then labels the likely cause: title and description, intent mismatch, position too low, or a search-results feature taking the click.
step 04
Keeps the top 25 opportunities; if there is nothing to report, sends nothing.
step 05
Has one plain-language suggestion written per page (optional step) and sends the report via Gmail.

03Agent instructions

$ instructions.txt · replace the {VARIABLES}

> Here are pages from {SITE} with many Google impressions but almost no clicks: {LIST (url, main query, impressions, clicks, CTR, position)}. For each, suggest in one sentence the most likely fix (title, meta description or content to adjust), based only on these figures. Do not promise any traffic gain.

04Limits and legal points

The cause is a hypothesis derived from position and click-through rate, not a diagnosis. You need OAuth access to the Search Console property. Tune the thresholds (days, impressions, clicks) to your site's size.

05In short

When does the agent run, and what does it produce?: Trigger: Every Monday morning (cron). Output: Weekly email: priority pages, likely cause and improvement idea.
What stays under your control?: Read-only: the agent never changes your site. You choose which pages to rework. Autonomy level 3 — Autonomous: Runs end to end on its own; only low-risk actions (read, notify, archive).
How much does it cost and how long does setup take?: Estimated cost: n8n: €0 self-hosted or from €20/month (Starter, billed annually); optional OpenAI step (API cost). Setup time: ≈ 1 h (estimate), difficulty "intermediate". Tools: n8n – Schedule Trigger, Search Console API – Search Analytics, n8n – HTTP Request, n8n – OpenAI, n8n – Gmail.

Answers taken from this recipe · updated 19 October 2026

06Source

https://n8n.io/workflows/19826-find-and-classify-zero-click-pages-with-google-search-console-and-gmail/

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