MCP PROMPT LIBRARY

Prompts for your AI visibility data

32 prompts that work today in Claude, ChatGPT, Cursor or any MCP client connected to Scorra - each with the tools it calls and what you end up with.

MCP is included from Growth up, and during the 7-day trial.

Reports and briefs

A weekly AI visibility brief in Slack

Summarise our AI visibility for the last 7 days: what moved, which competitors gained, and which sources drove it. Post it to #marketing.

Needs: Slack connected in Scorra (one click from the assistant if it is not).

listProjects · getBrandMetrics · getEngineBreakdown · listCitedSources · sendSlackMessage

How it works

A client report in Google Docs

Build a visibility report for this project over 90 days: metrics per assistant, top competitors, top cited sources and three recommendations. Save it as a Google Doc.

Needs: Google Docs connected in Scorra.

getProject · getBrandMetrics · getEngineBreakdown · listCitedSources · saveToGoogleDoc

How it works

Find the gaps

Find the questions where you are never named

Which of our tracked questions never mention us? For each one, which domains do the answers cite instead?

getBrandMetricsByPrompt · listCitedSources

How it works

Spot the assistant that ignores you

Break our visibility down by assistant. Where are we much weaker than on the others, and on which questions?

getEngineBreakdown · getBrandMetricsByPrompt

How it works

Read the answers

Read what each assistant actually said

Show me what each assistant answered to our question about the best tools for small agencies in the latest measurement, with the sources each one cited.

listPrompts · listAnswers

How it works

What changed in the answers since last time

Compare the answers from our last two measurement days for our five most important questions. Who is named now that was not before, who dropped out, and which cited sources changed?

listPrompts · listAnswers

How it works

How each assistant behaves on your questions

Compare how the assistants behave on our questions in the latest measurement: how often each one gives no answer or declines, how long the answers are, and how many brands or names each one mentions.

getEngineStats

How it works

Who the assistants actually recommend

Which companies and people do the assistants recommend in our answers, as opposed to mentioning them in passing? Rank them by how often they are recommended and show it per assistant.

Needs: Answer analysis switched on for the project - it reads every answer with a model, so the Scorra team turns it on per project. Ask us.

listEntities · getEntityMetrics

How it works

Split the names in the answers by any group

Group the people named in our answers by party and compare the shares for each assistant. Leave out background mentions, and list anyone whose party is still unknown.

Needs: Answer analysis switched on for the project - it reads every answer with a model, so the Scorra team turns it on per project. Ask us.

listEntities · getEntityMetrics

How it works

Who each assistant picks when asked to choose

For our questions that ask for a judgment, show what each assistant concluded - a clear pick, a toss-up, no call or a refusal - with the sentence each verdict rests on, and total the picks per assistant.

Needs: Answer analysis switched on for the project - it reads every answer with a model, so the Scorra team turns it on per project. Ask us.

getVerdictMatrix

How it works

Sources and placements

The sources that cite competitors, not you

Which domains are cited most often in answers where we do not appear? For the top one, which of our questions pull from it?

listCitedSources · getSourcePromptImpact

How it works

Where a paid article would actually be read by AI

Where could we buy an article on a site the assistants already cite for our questions? Keep it under $300 and show which questions each one would help.

listPublishingOptions · getSourcePromptImpact

How it works

Learn what kind of page gets cited in your category

Where do the assistants get their information for our questions — which source categories and content types? What kind of page would we need to be on?

getSourceBreakdown · listCitedSources

How it works

Your own site

Turn the GEO audit into a task list in Notion

Read our latest GEO audit, keep only what needs fixing, order it by impact and save it to Notion under our 'Website' page.

Needs: Notion connected in Scorra, and the ID of the parent page.

getSiteAudit · saveToNotion

How it works

Get the work done

Have the agent write the page you are missing

Pick the tracked question where we are missing and a competitor wins most often, check our credits, and have the Scorra agent write the article that would answer it.

getBrandMetricsByPrompt · getCreditUsage · startAgentTask

How it works

Draft the outreach email to a cited site

Which site is cited most for our questions without mentioning us? Draft an email to its editor explaining what we could add, and put it in my Gmail drafts.

Needs: Gmail connected in Scorra.

listCitedSources · getSourcePromptImpact · draftEmail

How it works

Set up and clean the data

Check a competitor is counted correctly

How is our main competitor counted — which name variants are merged into it? Then show our share of voice against it.

listBrands · getBrandMetrics

How it works

Add the questions you are not tracking yet

Look at our topics and the questions we already track. Suggest five buying questions we are missing, then add the best three.

getProject · listTopics · listPrompts · addPrompt

How it works

Correct the names and attributes in the answers

Find every person named in our answers with no party set and propose the party for each. After I confirm, set it.

Needs: Answer analysis switched on for the project - it reads every answer with a model, so the Scorra team turns it on per project. Ask us.

listEntities · updateEntity

How it works

Label your questions

Look at our tracked questions. Which ones ask for a list of names rather than one pick? Mark those as not needing a verdict, and put all of them into short categories.

Needs: Answer analysis switched on for the project - it reads every answer with a model, so the Scorra team turns it on per project. Ask us.

listPrompts · updatePrompt

How it works

Prompts by industry

Mobile games: which titles the assistants recommend in your genre

When players ask for games like ours, which titles do the assistants recommend instead of us, on which assistant, and which review sites or store pages do those answers cite?

getBrandMetrics · getEngineBreakdown · getBrandMetricsByPrompt · listCitedSources

How it works

Fintech: who the assistants trust when comparing fees and safety

When people ask the assistants to compare fees or safety of apps like ours, which kinds of sources do the answers rely on - comparison sites, regulators, press - and which single domains matter most for the questions we lose?

getSourceBreakdown · listCitedSources · getSourcePromptImpact

How it works

SaaS: are you in the answers to 'alternatives to' and 'best tool for'

For our alternatives and comparison questions, where are we missing from the answers, which review and comparison sites are cited there, and where could we get listed?

getBrandMetricsByPrompt · listCitedSources · listPublishingOptions

How it works

E-commerce: which shops the assistants send buyers to

Which shops and marketplaces do the assistants name for the products we sell, how do we rank against them on each assistant, and what is the tone when we are mentioned?

listBrands · getBrandMetrics · getEngineBreakdown

How it works

Travel: what changed in the answers this season

Compare the answers to our travel questions from the latest measurement with those from a week earlier: which operators and booking sites are named now, which dropped out, and which travel publications are cited?

listAnswers · getBrandMetrics · listCitedSources

How it works

Beauty: which products the assistants recommend for each skin concern

For each skin concern we track, which products do the assistants recommend, are ours among them, and which beauty publications and retailers are cited where we are missing?

getBrandMetricsByPrompt · listCitedSources · getSourcePromptImpact

How it works

Education: which courses and schools the assistants name

For the subjects we teach, which courses and schools do the assistants name, on which assistant are we weakest, and on which questions do we never appear?

getBrandMetrics · getEngineBreakdown · getBrandMetricsByPrompt

How it works

Real estate: which portals and agencies are named in your city

For our local property questions, which portals and agencies do the assistants name, where are we missing, and which of our own pages do the answers cite?

getBrandMetricsByPrompt · listCitedSources

How it works

Insurance: how the assistants describe your prices and cover

How do the assistants describe our prices and cover compared with other insurers? Show the tone per assistant and quote the sentences about us from the latest answers.

getBrandMetrics · getEngineBreakdown · listAnswers

How it works

Healthcare: check what the assistants claim about your services

Read what the assistants said about our services in the latest answers and compare it with our own description. List anything that is wrong, outdated or missing.

getProject · listAnswers

How it works

Automotive: the review sites that decide which models are named

Which car review and comparison sites do the assistants cite when buyers compare models like ours, how often are we named in those answers, and where could we get featured?

listCitedSources · getSourcePromptImpact · listPublishingOptions

How it works

Agencies: one monthly report per client, from one prompt

For each of my client projects, write a one-page summary of the last 30 days: visibility and share of voice, the assistant that changed most, and the three sources that mattered. Save each as a Google Doc.

Needs: Google Docs connected in Scorra (one click from the assistant if it is not).

listProjects · getBrandMetrics · getEngineBreakdown · listCitedSources · saveToGoogleDoc

How it works

Ask it about your own brand

Start the trial, connect your assistant, and paste any of these prompts.