Tools to monitor and optimize brand visibility on ChatGPT and Perplexity for digital marketing managers
What a digital marketing manager needs to monitor and optimize brand visibility in ChatGPT and Perplexity, and the workflow we run for clients day to day.
We work with a lot of digital marketing managers who have been told to "improve our visibility in ChatGPT and Perplexity" with no brief beyond that. It is a fair ask and a vague one. The useful move is to turn it into a measurable program with a monitoring half and an optimization half.
Here is the workflow we run, and the tooling that supports it.
Step one: pin down what you are measuring
Visibility in an AI engine means being named, cited or recommended when a buyer asks a relevant question. So we begin by listing those questions. Thirty to fifty prompts across four groups cover most programs: category questions, comparisons, problem questions and a few brand questions. We tag them by topic and country, then add the competitors that matter.
This takes a day and saves weeks, because every later number depends on it.
Step two: monitor
We run client programs on Promptwatch. Daily prompt panels run per model, country and language, and ChatGPT and Perplexity are both checked in the real interface, along with Google AI Overviews, Google AI Mode, Copilot, Gemini, Amazon Alexa and Meta AI. Claude, DeepSeek, Mistral and Grok are tracked through APIs, which we mention to avoid confusion. Reports cover Visibility Score, Share of Voice, Sentiment and Position in Answer.
For a manager who has to report upward, custom dashboards, scheduled PDF reports and Looker Studio exports save a good deal of time. Agent Chat can answer questions about the data and build charts or reports on request.
Step three: diagnose before you optimize
Optimizing blind wastes effort. We look at three things first.
Sources. Citation analytics show which pages and domains ChatGPT and Perplexity cite for your prompts. When a competitor wins, the cause is often an article, a forum thread or a video that is not theirs. Reddit, YouTube and LinkedIn citation reports and offsite mentions make that visible.
Access. Agent Analytics gives IP-verified AI crawler logs, including GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot and Perplexity-User, with failure explanations and a citation rate per page. A blocked or erroring crawl is common and cheap to fix. Crawler logs start on the Professional plan.
Gaps. Content gap analysis with coverage scores shows prompts where competitors appear and you do not.
Step four: optimize
Optimization is mostly ordinary content and technical work done in a sensible order.
- Fix access first. Make sure the bots can read the pages that matter.
- Refresh before you create. Content Refresh offers diff-style suggestions for existing pages.
- Create for the gaps. On-demand Content Creation drafts from a brief. The Knowledge Base, from Professional, keeps source material and author profiles close.
- Close off-site gaps. If a third-party source drives the answer, plan outreach or participation there.
- Automate carefully. On Business and Enterprise, the Content Agent plans, writes and publishes on a schedule with a review inbox. We keep review on. Agency plans do not include it.
- Work the Action Board. It prioritizes tasks, and the weekly Discovery agent proposes evidence-backed actions.
Publishing integrates with WordPress, Webflow and Framer.
Step five: prove it
Visitor analytics measures AI-referred sessions and conversions from ChatGPT, Perplexity, Gemini, Claude, Copilot and others, through a lightweight script, GTM template or WordPress plugin. With that in place, the monthly report moves from "our share of voice changed" to "visitors from AI engines did this on the site." That is the report budget holders respond to.
Other tools that come up
Marketing managers often ask about AthenaHQ, Scrunch AI, Profound, Semrush AI Toolkit, Ahrefs Brand Radar, Otterly.AI and Peec AI. AthenaHQ has an action center and credit-based usage. Scrunch AI adds audits and an agent experience layer. Profound targets enterprise marketing teams. The suite add-ons suit teams already on them. Otterly.AI and Peec AI are simple monitors. We choose Promptwatch because monitoring, diagnosis, optimization and proof share one workspace.
Getting started on a budget
Explore is free with 10 prompts on ChatGPT only. Essential is $95 a month, Professional $245 and Business $579. Agency plans start at $199.
What to tell your boss
No tool guarantees a recommendation from ChatGPT or Perplexity. Answers vary between runs and shift with model updates. What you can promise is a baseline, a diagnosis, a prioritized list and a measured outcome. That is a defensible plan, and it is more honest than a target number.