Most marketing and SEO teams now accept that a chunk of brand discovery has moved into AI assistants. Potential customers type questions into ChatGPT, Claude, Gemini, or Perplexity and act on whatever those tools surface. The problem? Traditional rank trackers don’t touch that channel. You have no idea whether your brand gets mentioned, whether it’s cited accurately, or whether a competitor is showing up in your place.
That’s the gap Piepertech fills.
What Piepertech actually does
Piepertech monitors how your brand appears across major AI search and answer platforms, specifically ChatGPT, Claude, Gemini, and Perplexity. The platform tracks two distinct things: mentions (the AI says your brand name in a response) and citations (the AI links back to or explicitly credits one of your pages as a source). Those two outcomes are not the same, and confusing them leads to bad decisions.
On top of that, Piepertech gives you trend data over time, so you can see whether your mention share is growing, flat, or declining week over week. You can filter by brand term, competitor brand, language, and region, which matters if you operate across multiple markets.
The metrics that actually matter
Here are the core metrics Piepertech tracks, and what each one means for your brand:
Mention count is the raw number of AI responses (across your tracked prompts and platforms) in which your brand name appears. A rising mention count means AI systems are referencing you more often. A flat or falling count means you’re losing ground in the AI discovery layer.
Citation share goes a step further. It measures how often a mention also comes with a source link or explicit attribution back to your content. High citation share means AI systems aren’t just saying your name, they’re pointing users to your pages. That’s the closer equivalent of an organic ranking. Low citation share despite decent mentions suggests the AI knows you exist but doesn’t trust your content as a primary source.
Top source domains shows which pages across the web the AI is pulling from when it mentions or cites you. This tells you whether your own site, a Wikipedia entry, a press mention, or a third-party review is driving your AI representation.
Trend direction is a simple but critical signal: are things improving or deteriorating? Without a time series, you’re flying blind.
One thing worth spelling out: coverage is not the same as accuracy. An AI can mention your brand confidently and still describe your product incorrectly or attribute a feature to you that belongs to a competitor. Piepertech’s monitoring gives you the data to catch those inconsistencies before they spread.
How exports and reporting work
Every monitoring run in Piepertech can be exported. The standard CSV export includes fields like timestamp, AI platform, the query or prompt used, whether a mention was detected, whether a citation was present, and the source domain attributed. That structure maps directly to a spreadsheet or a BI tool.
A sample row looks something like this:
timestamp, platform, prompt, mention_detected, citation_present, source_domain
2024-11-04T09:12:00Z, ChatGPT, "best AI search monitoring tools", true, false, g2.com
2024-11-04T09:12:05Z, Perplexity, "track brand mentions AI", true, true, piepertech.nl
You can pull that into Google Sheets for a weekly standup report, feed it into Looker or Power BI for a broader marketing dashboard, or share a filtered export directly with your PR team when they need evidence for a coverage push. API access for automated pipelines is available on request for teams with higher-volume tracking needs.
Alerts so you don’t miss a shift
Checking dashboards manually is fine for weekly reviews. But if your brand drops out of AI responses overnight, you want to know that morning, not next Friday. Piepertech’s alerting layer handles exactly that.
You can set rules like “notify me if mention count drops more than 20% over a 7-day rolling window” or “alert when a new citation source appears for a tracked competitor.” Alerts arrive by email or Slack, depending on your team’s setup. A typical alert message looks something like:
Brand visibility alert: Your mention rate on Perplexity dropped from 68% to 41% over the past 7 days. Top impacted prompt category: product comparison queries. Suggested action: review citation sources and check recent content changes.
Daily digests work well for active campaigns. Weekly summaries are the right cadence for teams in maintenance mode. Either way, the alert gives you something specific to act on, not just a number.
A practical workflow from baseline to improvement
Here’s how a real team uses Piepertech, stripped down to the essentials.
A B2B SaaS marketing manager sets up tracking for their brand name, two primary product terms, and three competitor brands across ChatGPT, Gemini, and Perplexity. Within the first week, the data shows the brand gets mentioned in about 55% of relevant prompts on ChatGPT but almost never on Perplexity. Citation share is low across the board: the AI mentions them but credits third-party review sites as the source, not their own pages.
Armed with that baseline, the team takes a few targeted steps: they update their “About” and product pages to include cleaner, more structured descriptions of what they do; they pitch two industry publications for mentions with source links; and they consolidate their canonical URLs so AI systems can more reliably resolve their content.
Four weeks later, Perplexity mention rate climbs to 38%. Citation share on ChatGPT improves from 12% to 29%. The export proves the shift, and they include it in the next marketing QBR.
That’s the loop: monitor, identify the gap, change something specific, re-check.
Who gets the most value from this workflow:
- Marketing teams running brand campaigns and needing cross-channel visibility
- SEO and GEO specialists managing AI search presence alongside traditional organic
- Communications and PR teams tracking brand accuracy and narrative consistency
- Executives who want a single metric for AI brand visibility in their reporting pack
If your customers are using AI assistants to research vendors in your category (and they are), Piepertech gives you the only real answer to “are we showing up, and how?”
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