Know every time AI mentions your brand.
Every time an AI engine names your brand in response to a tracked prompt, Pineprompt records it, capturing the engine, country, prompt, position inside the answer, and the surrounding context.
Extraction
A mention is never just a mention.
In classic SEO, ranking is simple: your URL appears at position n for a keyword. AI search is fuzzier. A brand gets named once at the top, five times in passing, or only as "a cheaper alternative to" a competitor. Pineprompt captures all of it.
Every brand, in order
Pineprompt pulls each brand named in the answer, in order of appearance, with the surrounding context.
Aliases resolve to one brand
Typos, casing, and domain references all collapse into the same registered brand, so nothing is double-counted.
Unknown names become candidates
Brands you have not registered are surfaced as candidates for competitor discovery .
Per mention
Every mention carries its full record.
The mention itself, the context it appeared in, and the metadata to slice it later: the engine, the exact buyer prompt, the country and language, and the timestamp behind every record.
Brand match
The registered brand that matched, or a brand candidate the AI named that you have not registered yet.
Position in the answer
Order of appearance within the AI answer: first mention, third mention, and so on.
Sentiment tone
Positive, neutral, or critical framing per mention. See sentiment analysis .
The metric
Position is the metric to chase.
When an AI names three brands in a "best X for Y" answer, the first one earns the most click-through, the strongest recall, and the heaviest weight in the buyer's shortlist. Position, where you land in the order an engine names brands, is the highest-leverage metric in AI visibility.
Climbing past the field
Track your position against every competitor, week over week. You climb toward first while the field fights over the rest.
The fuller picture
Pair it with share of voice scoring for the fuller picture, and with citation tracking to see which sources push competitors into the first slot.
Share of voice
Airbnb holds 68% share of voice across tracked prompts this week.
Failure modes
Visibility breaks in three ways.
Most visibility problems come down to one of these three. Each shows up differently in the data, and each has a different fix.
Never mentioned
The AI names three competitors and you are not one of them, usually thin third-party coverage. Fix: earn placements in category comparisons, listicles, and authoritative reviews.
Mentioned last
You are in the list but named after two or three competitors, and position correlates with click-through. Fix: increase the volume and authority of category-defining content that opens with your brand.
Mentioned, wrong framing
The AI names you but frames you as "the cheaper but less capable option" when your positioning is the opposite. Trace the source via citation tracking , then publish counter-content. See generative engine optimization .
"Airbnb is the pricier, less flexible option compared with the alternatives below."
Brand mention tracking FAQ
What people ask before they start tracking mentions across the eight engines. For how visibility is scored, see the methodology .
- How often are mentions refreshed?
- Every monitor refreshes daily on every plan. AI answers are stochastic, so a single snapshot misses drift; daily density surfaces changes without noise.
- Does this work for product names and SKUs?
- Yes. Register specific product names or SKUs as brands. They go through the same matching, scoring, and trending as a company-level brand.
- Can I see the exact answer text?
- Yes. Every mention links back to the full answer and the prompt that produced it.
- Do you handle aliases and misspellings?
- Yes. Typos, case variations, and close spellings resolve to the registered brand. Unrecognized candidates go into competitor discovery for review.
Related
Track the rest of the signal.
Brand mentions are one of the signals Pineprompt scores on every answer. Explore the rest.
Sentiment 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 morePrompt tracking
The buyer questions that surface answers about you.
Learn moreShare of voice scoring
Your slice of the conversation versus each competitor.
Learn moreAll features
Everything Pineprompt tracks across the eight engines.
Learn moreStart tracking brand mentions.
Every monitor records every mention across all eight engines, daily: where you land in the answer, and where you don't.