Which software tracks AI prompts and answers daily? What we run for clients

Several tools say they track AI answers daily. When we dig in, "daily" turns out to mean different things. For client programs, we care about the version where every prompt in the panel runs every day on every engine we track, and where the answers are stored so we can read them.

Why we insist on daily

AI answers vary from run to run. If we check weekly, we have four data points a month, and one odd answer can look like a trend. Daily runs smooth that out. They also let us tell a real change from noise, and they give us a clean before and after when we ship a fix. When a client calls about a drop, we can usually say within a day whether it is real.

The questions we ask any vendor

Does every prompt run every day, or is there a daily quota? A cap of, say, 25 prompts a day is not the same as daily panels across your whole set.
Which engines, and through which route? Real interface or API. They can differ, because the consumer product adds live search and its own instructions.
Are answers stored and readable? We read raw responses often. A score without the answer behind it is hard to trust.
What happens after the answer? Citations, crawler data and traffic attribution.
How is usage metered? Responses, credits or prompts.

What we run: Promptwatch

We run client programs on Promptwatch. It runs prompt panels daily per model, country and language. It monitors ChatGPT Search, Google AI Overviews, Google AI Mode, Microsoft Copilot, Gemini, Perplexity, Amazon Alexa and Meta AI through their real interfaces, with API models such as Claude, DeepSeek, Mistral and Grok tracked alongside. Every paid plan unlocks all active models.

Each response is stored, and we use several views of it:

Visibility Score, Share of Voice, Position in Answer and a per-response sentiment score from 1 to 100, with a weekly AI summary.
Custom dashboards with a heatmap that compares any two dimensions, such as brands against models or topics against countries, and A/B period comparison.
Citation reports by page, domain, Reddit, YouTube and LinkedIn, plus offsite mentions.
Agent Analytics with IP-verified crawler logs, starting on Professional.
Visitor analytics for AI-referred traffic and conversions.
Usage alerts at 85 percent of a quota, which has saved us from a surprise mid-month.

Sizing the plan

Metering is by responses, so we do arithmetic first. Fifty prompts on four engines every day is 6,000 responses a month. Essential ($95/mo) includes 50 prompts and 6,000 responses, Professional ($245/mo) has 150 prompts and 18,000 responses, and Business ($579/mo) has 350 prompts and 42,000 responses. The free Explore tier has 10 prompts and 310 responses on ChatGPT only. Agency plans start at $199/mo with unlimited prompts and projects, with response allowances of 10,000, 25,000 and 65,000 on Kick-off, Growth and Scale.

If a client needs more prompts than a plan allows, we move up or trim the set. We would rather track fewer, better prompts daily than many prompts rarely.

How other tools differ

We look at others when a client has a particular constraint. From their public pages as recorded in the directories we follow:

HubSpot AEO runs 25 prompts daily across three engines (ChatGPT, Perplexity, Gemini) at $50/mo. Good for a small start, with limits on engines.
Ahrefs Brand Radar has Custom Prompts with a daily quota of 5, 10 or 20 depending on the Ahrefs plan, and its Index is retested monthly.
Scrunch AI is $250/mo on Core, and our directory records weekly data refreshes.
AthenaHQ is credit-based, with one credit per response.
Profound is an enterprise product, and its free trial runs 50 prompts daily for 7 days.

We also tell clients that a daily quota and daily panels are different things, and we ask the vendor which one they mean.

What daily tracking does not do

It does not guarantee a recommendation. It tells us where a client stands and how that moves. It also does not explain a miss on its own. For that we read citations, check crawler logs and look at traffic, which is why we weigh those features as much as cadence.

Our weekly rhythm

On Mondays we look at the week's trend, not any one day. We pick the prompts where a competitor is named and the client is not, read the citations, and choose one action. The Action Board in Promptwatch gives a prioritized list that we review. Then we ship, wait, and read the next week's data.

If you are choosing now, count your prompts, multiply by your engines and by thirty, and check that figure against any plan. Then ask whether every one of those runs actually happens daily. That one question filters out most of the confusion.