This page is part of our Multi-LLM Tracking feature.
You were recommended by ChatGPT last Tuesday. Today, you're not. And you have no idea when it happened, why it changed, or how long you've been invisible.
AI recommendations shift without any announcement. There's no email from OpenAI saying "hey, we stopped recommending you." There's no changelog. There's no warning. One day you're in the response, the next day you're not.
If you're not monitoring actively, these changes happen in silence. And silent changes cost you leads you never even knew existed.
Why AI visibility changes (and when)
LLMs update their responses for several reasons. Model updates roll out regularly, sometimes changing which brands get surfaced for the same prompts. New content gets indexed, shifting the competitive landscape. A competitor publishes a strong comparison article, and suddenly they appear where you used to.
The timing is unpredictable. It's not like a Google algorithm update that SEO communities track and discuss. AI recommendation changes happen continuously, across multiple platforms, with no public documentation.
This means a monthly manual check isn't enough. If your visibility drops on ChatGPT on the 5th and you don't check until the 30th, you've been invisible for 25 days. At 5 to 10 AI-driven leads per month, that's potentially half your pipeline lost without you realizing it.
What Mentionable alerts look like
Mentionable scans your prompts on every engine you track, daily by default. Each week, it compares the latest results with the previous ones and sends you one email with what changed, where, and how much.
A typical recap includes:
- Your visibility score and how it moved since last week: "65%, up 7 points"
- The mentions you gained, each with its prompt and engine: "best marketing consultant for startups" on Perplexity
- The mentions you lost, with the same detail
- The new competitors that appeared on your tracked prompts
You get the information you need in a single email. No logging in, no checking dashboards, no guessing. When you want the detail, every recap links back to your dashboard.
The three changes that matter
Not every AI visibility shift carries the same weight. The weekly email focuses on the changes that actually impact your business.
You gained a new mention
This is the good news. A prompt that previously didn't include you is recommending you. Maybe your recent content is getting picked up, maybe a model update worked in your favor, maybe your competitor lost ground. Either way, you're now visible on a relevant query where you weren't before.
Knowing about this quickly lets you double down. If a particular type of content earned you a mention, you can create more of it. If a specific LLM started recommending you, you can investigate what that platform values and lean into it.
You lost an existing mention
This is the one you don't want to miss. A prompt where you used to appear is recommending your competitors. Your visibility dropped.
Early detection is everything here. If you catch it within the week, you can investigate and respond. Update the relevant content, check if a competitor published something new, see if other prompts are affected. The faster you know, the faster you can act.
Discovering a lost mention months later means you've already missed the leads. And you'll have a harder time understanding what caused the change, because by then the trail is cold.
A new competitor appeared
When a new competitor starts showing up on your tracked prompts, that's worth knowing. It could signal a competitive move: a new content campaign, a PR push, or simply a model update that now favors their positioning.
Catching emerging competitors early gives you time to study their approach and strengthen your own position before they establish dominance on those prompts. When a competitor loses ground instead, the Competitors page of your dashboard shows it on their trend line.
How alerts keep you sane
Without a recap, staying on top of AI visibility becomes a daily chore. You'd need to log in, check your dashboard, scan for changes across 7 AI engines and all your tracked prompts. That's fine for a week. It's not sustainable for months.
The weekly email flips the model. Instead of you checking for changes, changes come to you. You go about your work knowing that if something shifts, you'll hear about it.
This is especially valuable for consultants, founders and in-house teams who don't have someone dedicated to monitoring tools. You set up your tracking once, choose your prompts, and let Mentionable watch in the background.
Practical example
Let's say you're a freelance brand strategist. You're tracking 12 relevant prompts across all 7 LLMs. That's 84 individual data points per scan.
On Friday, your recap arrives: you lost your mention on Perplexity for "best brand strategist for startups." You check the Mentionable dashboard and see that a competitor who recently published a detailed case study series is now being recommended instead.
You know exactly what happened. You know exactly who replaced you. And you have a clear path forward: publish your own case studies, strengthen your content on that specific topic, and watch the prompt to see when (or if) you regain visibility.
The same email shows a gain: you were newly mentioned on Copilot for "brand consultant for early-stage companies." Something you published recently is resonating. You confirm it in the dashboard and decide to create similar content targeting related prompts.
One email, two pieces of actionable information, zero time spent manually checking.
How to configure alerts
The weekly recap is included on every Mentionable plan. It is enabled when you create your project and sent to the owner of the workspace. You can switch it off during project setup if you prefer to check the dashboard yourself.
The goal is to keep you informed without overwhelming your inbox: one email a week, not a notification for every scan.
Part of the tracking workflow
Alerts work alongside all of Mentionable's other features. Your automatically generated prompts are tracked across 7 AI engines, competitor data is captured on each scan, and the weekly email summarizes what changed.
Think of it as a monitoring layer on top of your tracking. The dashboard gives you the full picture when you want to explore. The recap makes sure you never miss a change you should know about.
Try it yourself
Start your 7-day free trial and set up tracking. Enter your URL, select your prompts, and Mentionable will tell you each week what changed in your AI visibility, across all 7 LLMs, for every prompt you track. No credit card required.
Related articles
- Weekly Recap Email -- what the weekly email contains, in detail.
- AI Competitor Tracking -- see the competitive context behind your visibility changes.
- Automatic Prompt Generation -- set up the right prompts to monitor.