LLM Visibility: How Your Brand Appears Across AI Platforms
Wellows tracks your LLM visibility model by model, ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini, with every competitor right beside you, so you fix the platform where you're actually losing.
AI visibility is uneven by default
Every AI model builds its answers from a different source set, cites differently, and updates on its own schedule. So "how visible is my brand in AI?" doesn't have one answer, it has five. A single combined score is useful for reporting, but it averages away the model where your competitor is quietly winning.
LLM Visibility in Wellows shows your brand's presence in each model individually, next to your competitors, so you can see where you lead, where you lag, and which platform to prioritize next.
Why per-model visibility matters now
AI answers are fragmented across models
Buyers don't all ask the same assistant. Winning ChatGPT does nothing for the prospect who lives in Perplexity. You need to know your standing in each model your audience actually uses.
A blended score hides where you're losing
One average number can look healthy while you're invisible in the fastest-growing model. The per-platform view is what turns "we're doing fine overall" into "we're losing Gemini, fix that first."
Each model rewards different sources
The work that earns a citation in one model isn't always what earns it in another. Seeing visibility by platform tells you which sources and pages to prioritize for each.
What you see inside LLM Visibility
Wellows breaks your AI presence down to the model level, for your brand and every tracked competitor, so no platform hides in the average.
Brand visibility across LLMs
A matrix showing how often your brand and each competitor appear across ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini, the single clearest read on which models you're strong or weak in.
Citation score per model
Your combined citation score broken out by individual LLM, so you can see exactly how each platform contributes to, or drags down, your overall standing.
Competitor comparison in every model
Visibility is always relative. See who's winning each model so you know whether a low score is the whole category being quiet or a specific competitor pulling ahead.
Daily movement by platform
The dashboard refreshes every 24 hours, so you catch a model-specific drop or spike early instead of discovering it in a monthly report.
How LLM Visibility works in Wellows
Track your prompts across all five models
Wellows runs your tracked prompts against ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini, for your brand and your competitors, in your selected regions.
Break visibility out platform by platform
Instead of one blended figure, Wellows shows your presence in each model individually, so you can see the exact spread between your strongest and weakest platforms.
Compare against competitors in each model
The matrix places your brand next to every tracked competitor per platform, so a gap is never abstract. You see exactly who is winning the model you're losing.
Act on your weakest platform first
Once you know which model has the biggest share gap, Wellows points you to the outreach and content opportunities most likely to move visibility there, then you prove the lift over time.
Find the model where you're invisible
See your brand's standing in all five AI platforms side by side, then prioritize the one with the largest opportunity.
What Wellows reveals in each AI platform
Every model is tracked daily, for your brand and your competitors. Here's the read Wellows gives you on each.
| Platform | What Wellows reveals | Why it matters | Status |
|---|---|---|---|
| ChatGPT | Your citation share and competitor delta in the most-used AI assistant | The model where most buyers form first impressions of your category | Tracked daily |
| Google AI Overview | Visibility by query set, topic, and region | See where AI-overview presence is compounding or slipping | Tracked daily |
| Google AI Mode | Emerging answer share versus direct competitors | Catch shifts early in Google's newest AI search experience | Tracked daily |
| Perplexity | Prompt-level citation patterns and source opportunities | Find where authority sources can change your visibility fastest | Tracked daily |
| Gemini | Platform-specific share, gaps, and citation momentum | Prioritize the models where you're still invisible today | Tracked daily |
One number tells you how you're doing. The matrix tells you what to do.
Other AI Visibility Tools
- •Report a single blended visibility number
- •Average away the model where you're losing
- •Track broad mentions without per-model context
- •Leave you to guess which platform to prioritize
Wellows
- •Breaks visibility out model by model
- •Places you next to competitors in every platform
- •Scores on citations you can actually move
- •Routes you straight to the work that fixes the weakest model
LLM Visibility is the per-platform layer beneath your overall AI Visibility Score. The score tells you how you're doing; the matrix tells you where, and that's what makes it something a team can act on.
Built for agencies, founders, and marketing leaders
For Agencies
Show each client exactly which models they win and lose, and back recommendations with a per-platform competitor comparison instead of one vague score.
For Founders
Find out whether your brand is making it into category answers in the specific models your buyers use, before a competitor locks in the narrative there.
For Marketing Leaders
Direct budget and effort at the platform with the largest share gap, instead of optimizing blindly across all of them at once.
Frequently Asked Questions
LLM visibility is how often, and how prominently, your brand appears in the answers a given large language model generates. Wellows measures it per model so you can see your standing in each AI platform rather than a single blended figure.
Wellows runs your tracked prompts against all five platforms every 24 hours and shows your presence in each one, next to your competitors. You monitor the per-model matrix to catch a platform-specific gain or drop early, instead of checking each assistant by hand.
Set up your prompts and competitors, and Wellows produces a per-model read of where your brand is cited and where it isn't, across ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini. That snapshot is your audit: the spread between your strongest and weakest models, with the competitors winning each one.
The Brand Visibility Across LLMs matrix places you next to each competitor per platform, so a gap is never abstract, you see exactly which models and prompts cite a competitor and not you. Those gaps become your outreach and content targets.
Wellows compares your topic coverage against competitors, so you can see which themes you lead on and which ones a competitor owns. That tells you where to concentrate content and outreach to lift visibility in the models where you're weak.
Wellows refreshes daily, so the data supports daily monitoring, but for most teams a weekly review of the per-model matrix is enough to catch meaningful shifts, with a closer look whenever you ship a campaign or see a competitor move.
Wellows tracks visibility across five platforms: ChatGPT, Google AI Overview, Google AI Mode, Perplexity, and Gemini, for your brand and your competitors, refreshed every 24 hours.
The AI Visibility Score is your overall, combined standing across all tracked models. LLM Visibility is the layer beneath it: the per-platform breakdown showing which individual models drive that score up or down.
Each client lives in its own project with its own prompts and competitors, so you can manage many clients in one place and review each one's per-model visibility without mixing data. As you add clients, the same matrix and daily refresh scale across the roster.
For a pitch, the per-model matrix shows a prospect exactly where they're invisible and which competitors are winning each model, a concrete gap to sell against. To prove results, Performance History lets you put a before-and-after in front of the client, tying your work to citation movement over time.