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Prompt Tracking

AI Prompt Tracking Tool for ChatGPT, Perplexity, Gemini & Beyond

See every prompt, every platform, and every competitor in one view. Wellows tracks your brand across ChatGPT, AI Overviews, AI Mode, Perplexity, and Gemini, refreshed every 24 hours.

Wellows AI prompt tracking dashboard showing brand mentioned vs not mentioned across prompts

What is prompt tracking, and why prompt-level visibility is where AI search becomes fixable

Prompt tracking is the practice of monitoring the exact questions people ask AI models, and recording whether your brand shows up in the answer. Wellows is an AI prompt tracker built for LLM prompt tracking at scale: it tracks every prompt individually, the answer each model gives, whether your brand made it in, and which source it cited, so a gap is always a specific query you can act on.

A single score tells you how you're doing; the prompt level tells you what to do. Stop running manual searches one model at a time. See every prompt, every platform, and every competitor in one filterable view, refreshed every 24 hours.

Why AI prompt tracking matters now

AI answers are the new front page

Search is shifting from ten blue links to direct answers from generative AI. If your brand isn't cited when buyers ask category questions, you lose the recommendation before anyone clicks, which is why generative AI prompt tracking now belongs in every marketing stack.

A score isn't actionable on its own

One number is useful for reporting, not for fixing. Prompt-level tracking shows exactly which queries you're losing, and which competitor is winning them instead.

The mention gap is your revenue leak

The distance between "Brand Mentioned" and "Brand Not Mentioned" on commercial prompts is the visibility you're leaving on the table. You can't close it if you don't track it.

What you can see inside prompt tracking

Every metric is filterable, so you can move from an overall read down to a single commercial query in a few clicks, the level of prompt performance tracking a single score can never give you.

Custom prompt tracking

Add your own prompts, or the exact queries your buyers ask, and Wellows monitors each one across every platform. Custom prompt tracking means visibility score, total citations, explicit vs implicit, and sentiment for all your tracked prompts in a single view, no stitching together manual searches.

The gap metric

Brand Mentioned vs Brand Not Mentioned across every tracked prompt, the clearest "where to act" signal in the product, especially on commercial queries.

Explicit vs implicit

See where you're cited directly versus where a third-party page is cited and your brand is missing, your ready-made list of outreach targets.

Advanced filters

Slice by platform, region, competitor, topic, intent, mention type, and sentiment to focus your team on the prompts that move revenue.

How prompt tracking works in Wellows

1

Track queries

Monitor your target prompts across ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini simultaneously, for your brand and your competitors. It works as a ChatGPT prompt tracker and a GPT prompt tracker in the same view, no jumping between tools.

2

Organize and filter

Group prompts by topic, intent, and region, then filter by mention type and sentiment to focus on high-impact commercial goals.

3

Monitor shifts

Continuous prompt monitoring spots daily changes in visibility, sentiment, and citation sources, which queries improved, and how competitors are evolving over time, turning AI prompt performance tracking into a trend you can steer.

4

Deploy strategy

Turn the gaps into action. Where a competitor wins a prompt, route it straight to Wellows Outreach and Content workflows to close it.

See every prompt. Find every gap. Move faster.

Track where your brand is cited, where it's invisible, and what to prioritize next, across all five AI platforms.

Two views: executive summary and practitioner deep-dive

Wellows organizes your prompt data into two tabs, so you can move from a fast health check to the exact gaps to act on today.

The Prompts tab

The high-level read on your AI search health: tracked-prompt totals, aggregate visibility score, total citations, sentiment distribution, and your explicit-to-implicit ratio.

The Responses tab

The practitioner's deep-dive: the verbatim answer each model gave, the platform, sentiment, whether your brand was mentioned, and the exact citation URLs behind it.

Most tools show you a dashboard. Wellows connects the gap to the fix.

Most AI Visibility Tools

  • Track broad mentions without context
  • Show an isolated score
  • Leave execution entirely to your team
  • Static monthly PDF exports

Wellows

  • Explicit & implicit citations, plus sentiment
  • Brand Mentioned vs Not Mentioned gap metric
  • Connects prompt gaps to Outreach & Content
  • Historical reporting of exact movement over time

Built for agencies, founders, and marketing leaders

For Agencies

Track prompts for multiple clients in one place, keep each client's data and competitors separate, and export client-ready reports that prove the ROI of your AEO work.

For Founders

Protect your brand narrative, see every answer, every model, and every time your brand should have been cited, before a competitor locks in category share.

For Marketing Leaders

Use intent filtering to focus budget and effort on transactional prompts, the queries that move the revenue needle, not low-value informational ones.

Frequently Asked Questions

Prompt tracking is the practice of monitoring the specific questions people ask AI models, and recording whether, and how, your brand appears in the answer. Instead of a single visibility score, a prompt tracking tool like Wellows follows every prompt individually across ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini, capturing the response, the mention, and the citation behind it, so each gap maps to a specific query you can fix.

To track LLM prompts, add the queries you care about to Wellows and it runs them against every major model, ChatGPT, Gemini, Perplexity, and both Google AI surfaces, on a daily refresh. As an AI prompt tracker it records each answer, whether your brand was mentioned, and the source cited, giving you LLM prompt tracking across every platform from one dashboard instead of checking each model by hand.

Add the prompts you care about, and Wellows runs them against ChatGPT (and the other four tracked platforms) on a daily refresh, flagging each answer as Brand Mentioned or Not Mentioned and capturing the citation behind it. The Responses tab shows you the verbatim ChatGPT answer for every tracked prompt.

Wellows consolidates your visibility across ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini into one filterable dashboard, visibility score, total citations, explicit vs implicit, and sentiment, so you monitor your whole AI-search presence in a single place instead of checking each model by hand.

Wellows tracks both Google AI Overview and Google AI Mode as first-class platforms, alongside ChatGPT, Perplexity, and Gemini. For every tracked prompt you can see whether your brand appears in those Google AI surfaces and which sources they cited.

Each tracked prompt and response is coded positive, neutral, or negative, and Wellows shows the sentiment distribution across your prompts, so you can see not just whether your brand appears in AI answers, but how it's being framed.

Your competitors are tracked on the same prompts as your brand, so every view shows where a competitor is cited and you're not. That side-by-side comparison is what turns a prompt gap into a clear, prioritized target.

It's the gap metric inside the Responses tab: how many times an AI platform answered a relevant query but failed to mention your brand. It's one of the clearest "show me the opportunity" signals in the product, filter it to commercial intent to surface your highest-value gaps first.

Each client lives in its own project with its own prompts and competitors, so you can manage many clients from one account without mixing data, and review each client's prompt-level performance separately.

Both the Prompts and Responses tabs support CSV export, and Performance History lets you export a date-vs-date comparison, so a client-ready report on prompt performance and movement is a couple of clicks away.