Mentionova

Agent · Research & analysis

The exact edits that win the answer back.

It joins what the engines cite to Search Console, then returns ranked edits tied to the answer each one wins back.

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5 stepsRuns on a scheduleWorkspace data · HTTP request · AI call
5chained stepsScheduledrun mode3step types1click to add
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What it does

Pre-built, then yours to customize.

Add it to your workspace in one click. Sensible defaults and example inputs are already filled in.

  • Joins AI citations to real Search Console data
  • Finds pages that rank but never get cited
  • Edits ranked by the visibility each recovers
  • Runs on a schedule, so the list stays current
Google Search ConsoleYour Mentionova workspace
AEO visibility refresh suggestions
read_citation_intel0.8s
pull_search_console1.4s
find_visibility_gaps2.1s
write_ranked_edits1.8s
save_plan0.4s
5 steps · Runs on a schedule
Every run logs each step’s input, output and runtime.

The steps

What happens on every run.

1

Read the citation intel

Which prompts you are cited for, and which you are not.

2

Pull Search Console

Real impressions, clicks and position for the same page.

3

Find the visibility gaps

Where you rank but are not cited — the pages leaking answers.

4

Write the ranked edits

Specific changes, ordered by the visibility each would recover.

5

Save the plan

Filed against the page so you can work down the list.

Before & after

The time this gives back.

Doing it by handyour team
Exporting and joining the data~1.5h
Working out where the gap is~1h
Deciding what to change~1h
Per page, by hand~3.5 hrs
AEO visibility refresh suggestionsLive
Agent joins both sourcesauto
Agent ranks the editsauto
You ship the top edits~45m
Scheduled agent~45 min

Steps that touch the outside world — a CMS, a channel, a live page — gate on human approval. You keep final approval.

FAQ

Questions, answered.

Why combine Search Console with citation data?
On their own each misleads. Search Console shows classic search only; citation data shows answers only. A page ranking third but cited by nothing is the specific problem worth fixing, and you only see it when both sit side by side.
Do I need Search Console connected?
Yes, the HTTP request step pulls from it. Connect it under Settings, then the agent can run.
How are the edits prioritised?
By the visibility each would recover — a page with real impressions that no engine cites ranks above one nobody finds either way.

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Start free. Customize the steps, run it on demand or on a schedule, and approve anything that ships.

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