---
title: Analyze with the MCP server
description: Ready-to-copy prompts for Claude, ChatGPT, Cursor and other assistants connected to the Sommet MCP server, from weekly reviews to outreach.
---

These prompts need the [Sommet MCP server](/docs/mcp/clients). Replace `[domain]` with your workspace domain.

## Weekly review

**Prepare the **weekly review** in under 200 words.**

> Use the Sommet tools for [domain].
>
> 1. Get the visibility overview for 4 weeks. Say whether the mention rate moved in the same direction for 3 weeks in a row.
> 2. List this week's answers that do not mention my site. Summarize which brands they name instead.
> 3. Get the AI bot traffic. Flag any assistant with zero visits.
> 4. List the recommended actions. Pick the one with the most value for 20 minutes of work and explain why.
>
> Keep it under 200 words. Cite every number you use.

## Explain a drop

**Find out **why the mention rate dropped**.**

> Use the Sommet tools for [domain].
>
> My mention rate dropped this week. Compare the last week with the 4 weeks before:
>
> 1. Which assistant dropped: ChatGPT, Gemini or both?
> 2. Open the answers that mentioned me before and miss me now, for the same questions. What changed in them?
> 3. Which brands and sources replaced me?
>
> Separate what the data shows from what you guess. If one week of samples is not enough to conclude, say so.

## Competitors

**See **who wins the answers** and why.**

> Use the Sommet tools for [domain] over 12 weeks.
>
> 1. Get the competitors with share of voice and average rank.
> 2. For the top 3, read 3 answers each where they are named and I am not.
> 3. For each competitor, list what the answers say about them that they do not say about me: features, prices, audiences, proofs.
>
> End with the 3 facts I should state more clearly on my site, with the page where each one belongs.

## Source map

**Build the **map of sources** assistants trust in my market.**

> Use the Sommet tools for [domain] over 12 weeks.
>
> Get the cited sources. Group them into: my own pages, competitor sites, lists and reviews, forums and communities, documentation and others.
>
> For each group, give the 5 most cited domains and say if they name me. Then rank the lists and reviews that do not name me by how often they are cited.

## Listing outreach

**Turn **listing actions** into ready-to-send emails.**

> Use the Sommet tools for [domain]. List the recommended actions and keep the third-party pages to get listed on.
>
> For the top 3 pages:
>
> 1. Read the answers that cite it and the competitors it names.
> 2. Rewrite the draft email in my voice: 90 words at most, one concrete reason my product fits their list, no flattery, no payment offered.
> 3. Fill the brackets with these facts about my product: [one-line description, price, best customer example].
>
> I will send the emails myself.

## From an action to a page

**Draft a **page brief** for a search assistants run.**

> Use the Sommet tools for [domain].
>
> 1. List the recommended actions and take the first search gap.
> 2. Read 3 of the answers that missed me for it. List the points they cover and the brands they name.
> 3. Write a brief for a page that answers that search: the title (60 characters at most), the H1, the answer in the first 2 sentences, the sections with what each must say, and the facts I must supply.
>
> Do not invent facts about my product. Mark every fact I need to give you as [to confirm].

## Clean up your questions

Needs [write access](/docs/mcp#read-only-connections).

****Review and fix** the tracked questions with your approval.**

> Use the Sommet tools for [domain].
>
> 1. Get the question panel. Read my homepage: [URL].
> 2. Flag every question that names my product (except up to 3 brand questions), mixes several needs, sounds like a marketer, or targets a market I do not serve: [markets I serve].
> 3. Propose rewrites, removals and up to 10 new questions that cover category, problem, comparison and constraint questions.
> 4. Show me the full list of changes as a table and wait for my go.
> 5. After I approve, apply them with update_question, remove_questions and add_questions. Use the intent "reputation" only for questions that name my brand.

## Ship a Google fix and mark it done

Needs [write access](/docs/mcp#read-only-connections). Run it in a coding agent opened on your website's repository.

**Apply a **Google fix** in the repository and mark it done.**

> Use the Sommet tools for [domain].
>
> 1. List the recommended actions and take the first Google fix. Show me its query, page and evidence.
> 2. Find the page in this repository. Propose the change the fix asks for: a new title and meta description, or an expanded section with internal links.
> 3. List what the old version had that the new one loses. Wait for my go.
> 4. After I approve, edit the files and tell me how to check them.
> 5. Once I confirm the change is live, set the action status to done with update_action_status.

## Negative framing

**Find **what assistants get wrong** about my product.**

> Use the Sommet tools for [domain] over 4 weeks.
>
> Read the answers that mention my site. List every statement about my product that is negative, outdated or wrong: price, features, limits, audience. For each one, quote the answer, name the assistant and the cited source if there is one.
>
> Then tell me which page of my site must state the correct fact.

## Monthly report

**Write a **one-page report** for my team or my manager.**

> Use the Sommet tools for [domain] over 4 weeks.
>
> Write a one-page report in plain English:
>
> - the mention rate and its trend, per assistant;
> - my rank among competitors and who moved;
> - the AI bot visits per assistant;
> - the actions done and their measured effect;
> - the 3 actions for next month.
>
> No jargon. One number per line. Cite the source of each number.