For brands
Know exactly where your brand stands in every AI answer.
When a buyer asks ChatGPT, Gemini, or Perplexity about your category, your brand is either named or missing, ranked high or buried, framed warmly or torn down. Pineprompt turns all of it into four numbers you watch every day: Visibility, Position, Share of Voice, and Sentiment.
The problem
Your brand dashboard can't see inside AI assistants.
Social listening and press monitors were built for a web of links and posts. A growing share of the buyer journey now happens inside an AI assistant, where there is no link to track and no post to clip. An engine recommends a competitor for weeks, frames you as "the pricier, less flexible option," or skips you entirely, and your brand-health dashboard will not show a ripple until branded search and pipeline have already moved.
Invisible to social listening
AI answers are not posts or articles, so the tools that watch the open web never see them. The conversation happens, and you are not in the room.
Eight engines, not one
Buyers reach for whichever assistant is in front of them. Your narrative is healthy in one and broken in another.
You find out months late
By the time the loss reaches branded search volume and pipeline, the narrative has been compounding against you for a quarter.
A lagging indicator. The AI answer changed long before the chart did.
The metrics
Four numbers, refreshed daily.
Every brand you register is scored on every tracked answer. Visibility is how often AI names you, Position is where you land among the brands it lists, Share of Voice is your slice of the conversation against competitors, and Sentiment is how warmly each mention frames you. The same four columns you see in the product, trended across all eight engines.
Visibility across engines
How often AI names your brand when buyers ask, broken out per engine and segmented by prompt and country. This is the headline number, and the default sort in the product.
Share of Voice
Your slice of the AI conversation against every competitor. When you earn ground, you see exactly whose share you took. See Share of Voice scoring .
Position in the answer
Where your brand lands among the names AI lists. Climbing from third to first is the move that wins recall and click-through, and Position is how you watch it happen.
Sentiment on every mention
Positive, neutral, or critical framing, scored per mention. A drop here is the earliest sign the narrative is turning. See sentiment analysis .
For brand teams
Catch the story before it costs you.
The four metrics tell you where you stand. These are the moments brand teams come to Pineprompt for: the early drop, the source behind it, the market where the narrative diverges, and the competitor quietly taking your share.
Narrative drift, flagged early
A daily refresh means a Visibility or Sentiment slide shows up in days, not after the quarter closes. Watch the number move, then act while it still matters.
The source behind the framing
When Sentiment turns critical, you need the why. Citation tracking surfaces the exact URL the AI is leaning on, often a single review or thread, so you respond at the root.
"Airbnb has drawn criticism lately for surprise fees at checkout."
A different story by market
The same brand is strong in the US and weak in Germany. Every monitor is scoped to a country and language, so a soft market never hides inside a global average.
A competitor on the rise
Spot a rival gaining Share of Voice over the last 30 days, long before it reaches your pipeline. New names AI starts citing feed straight into competitor discovery .
Vrbo +12 pts
Vrbo's Share of Voice climbed from 22% to 34% over the last 30 days.
MCP server
Talk to your brand data.
Pineprompt runs a built-in MCP server. Connect it straight to ChatGPT, Claude, or your own workflows and ask for any cut of your visibility data in plain language.
Pineprompt for brands FAQ
What brand teams ask before they start tracking across the eight engines. For how the four metrics are scored, see the methodology .
- Which engines does a brand team need to track?
- All eight Pineprompt covers: ChatGPT, Google Gemini, Perplexity, Claude, Google AI Overview, Google AI Mode, Grok, and Microsoft Copilot. Buyers do not pick one engine, they use whichever is in front of them, so your narrative needs watching across all of them.
- How often does the data update?
- Every monitor refreshes daily on every plan. AI answers are stochastic, so a single snapshot misses drift; daily density is what surfaces a slide in Visibility or Sentiment while there is still time to act on it. See our methodology.
- How does this fit alongside our existing brand-health tools?
- It adds a surface those tools do not cover: the inside of AI assistants. It replaces nothing. CSV export glues into the dashboards you already run.
- Can we track product names and sub-brands, not just the company?
- Yes. Register specific product names, SKUs, or sub-brands as their own brands. Each one is scored for Visibility, Position, Share of Voice, and Sentiment exactly like a company-level brand.
Related
Go deeper on each signal.
Every brand is scored on Visibility, Position, Share of Voice, and Sentiment on every answer. Explore the features behind each one.
Brand mention tracking
Every time AI names your brand, captured with context.
Learn moreShare of Voice scoring
Your slice of the conversation versus each competitor.
Learn moreSentiment analysis
How each engine frames every mention of your brand.
Learn moreCitation tracking
The sources teaching each AI about your category.
Learn moreCompetitor discovery
Brands the AI names that you have not registered yet.
Learn moreAll features
Everything Pineprompt tracks across the eight engines.
Learn moreOther teams
Built for more than brand teams.
The same daily signal across eight engines, framed for the way each team works.
See where your brand stands today.
Every monitor scores your brand on Visibility, Position, Share of Voice, and Sentiment across all eight engines, refreshed daily. Start with the engines your buyers actually use.