Show up in ChatGPT answers

Ask Peggy to sample public AI answers, trace their cited sources and prepare evidence-led improvements to your public content.

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ai-visibility

Example brief · Hypothetical workflow

Your brief

Sample public answers to our buyers’ product-comparison questions. Record the date, wording and sources, then recommend useful corrections to our public pages.

PeggyAPP

I’ll capture what the sample actually says, trace the sources and prepare content changes for review.

See example output ↓

How Peggy handles it.

Starts: Your scheduled research check runs for a defined set of customer questions.

1. Define a repeatable public sample

Peggy uses the questions, markets and competitors you specify. Each observation records the query, service, date and accessible answer or cited source. A single answer is a sample, not a measure of every user’s experience.

2. Find content gaps worth fixing

Peggy compares the sampled claims with your actual product documentation. Missing explanations, outdated facts and unclear comparisons become proposed changes with source links, rather than promises about how an AI system will respond.

3. Prepare improvements and check again

You get an editorial brief or drafts for the connected publishing workflow. Authorized reviewers approve factual changes. A later sample uses the same questions and records differences without attributing them to your edits unless the evidence supports it.

Better source material for real questions.

The work is research and public-content improvement. It does not guarantee inclusion in ChatGPT answers or a change in rankings.

Hypothetical finished result

Example output

AI-answer content brief

Hypothetical: a public comparison answer describes an old account-setup requirement.

Observation
The research note includes the exact question, observation date and source the sampled answer cites. It identifies the outdated setup claim without extrapolating to all answers.
Proposed change
A draft help-page paragraph explains the current account setup using your approved product reference. A comparison-page note links to that current guidance.
Next sample
The next scheduled check repeats the question and stores its answer and sources. It reports whether the observed wording changed, with no promised inclusion or ranking.

The apps this job needs.

Connect the accounts and actions for your workflow. Start in Artie or add your Artisan to Slack; access stays within your account permissions.

Explore apps
Public web and available research access
Supply the questions and public URLs. Sampling an answer service requires an available, permitted access method; inaccessible services are left out of the recorded sample.
Your content workspace (optional)
Connect the document or CMS account if you want Peggy to prepare drafts there. Publishing requires supported write access and your chosen review policy.

Questions about this workflow

Will this guarantee that ChatGPT mentions us?

No. Peggy researches observable public answers and improves useful source content. Answer inclusion and rankings are outside this workflow’s control.

How are changes measured?

Compare dated samples taken with the same question set and method. The report describes the sample and its limits rather than claiming a universal visibility score.

Does Peggy publish the edits?

She can prepare the content. Publication depends on the connected CMS capability, allowed actions and your review requirements.

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