Claude visibility tracking

See where your brand lands in Claude.

Pineprompt runs your real buyer prompts against Anthropic's Claude daily, scoped to your country and language, then records every mention, every cited source, and every competitor that Claude named instead of you.

Why Claude matters

Claude is the LLM the enterprise reaches for.

If your buyers are engineers, operators, analysts, or researchers, a real share of their vendor shortlists is filtered through Claude before they contact you.

300K+

business customers

1,000+

customers over $1M/year

8

of the Fortune 10

~$47B

annualized revenue run-rate

Sources: Anthropic disclosures, 2025 to 2026 (business customers, $1M+ customer cohort, Fortune 10 adoption); annualized run-rate per Anthropic Series H (May 2026).

What's scored

What every Claude answer is scored on.

Three numbers tell you where you stand. Visibility tells you whether Claude names you at all, position tells you whether it names you ahead of the competition, and sentiment tells you whether the framing is on your side. Claude is trained with a helpful, harmless, honest bias, so it names product strengths and weaknesses outright.

Visibility

The percentage of Claude answers that name your brand across your tracked prompts. The headline number on the Pineprompt dashboard.

64%

Named by Claude

Across 142 tracked prompts this week.

Position in the answer

Claude often names a clear first choice with reasoning attached. Position is what gets the click.

3 Airbnb You
1 Vrbo
2 Booking.com

Sentiment tone

Claude calls out specific strengths and weaknesses, so a mention swings further here than on the more diplomatic engines. Every mention is scored, so drift surfaces fast.

Critical Neutral Positive
Airbnb Airbnb 86/100

How Claude picks its answer

Model knowledge plus primary-source web search.

On general or category questions, Claude leans on the model's own knowledge. When the question calls for fresh or specific information, Claude runs a web search and favors primary sources, documentation, and reference pages over listicles. Pineprompt makes both layers visible, so you see which one is working in your favor and which one is not.

The model knowledge layer

Brands that appear in many authoritative places, such as documentation hubs, reference encyclopedias, news, and category comparisons, get baked into the model. Pineprompt's mention-rate trend tracks that baked-in coverage answer by answer.

Wikipedia Indexed
GitHub Indexed
Stack Overflow Indexed
The New York Times Indexed

The primary-source web search layer

When Claude searches the web, it pulls from documentation, reference encyclopedias, and primary sources before listicles. Pineprompt logs every cited URL, so you see which pages are teaching Claude about your category right now. See citation tracking .

Cited this answer

  • airbnb.com /help/topic/hosting-essentials Docs
  • en.wikipedia.org /wiki/Short-term_rental Reference
  • nytimes.com /2026/02/best-vacation-rentals News

Of course, not every Claude answer triggers web search. Conversational or reasoning prompts often return without citations.

Slice it the way buyers ask

One Claude answer is not a metric.

Claude answers shift by prompt, by country, and by who the buyer is comparing you with. Pineprompt slices the same data along each axis, so you find the segment where your visibility actually breaks.

By country and language

Claude's answer to the same prompt shifts meaningfully by locale, since the web search step pulls from country-scoped sources. Every Pineprompt monitor is scoped to a specific locale.

en-US Airbnb
en-GB Airbnb
de-DE Airbnb

By competitor share

Every answer is also scored against your registered competitors. New brands Claude names that you have not registered surface as candidates for competitor discovery .

Airbnb
64%
Vrbo
52%
Booking.com
36%

By buyer prompt

The same brand dominates one prompt and disappears from the next. Every prompt is tracked on its own, so you find the questions you are losing. See prompt tracking .

"best vacation rental site"

81% visibility

"airbnb alternatives for long stays"

13% visibility
Trace the gap to a source

Failure modes

Three Claude visibility failure modes.

Most Claude visibility problems come down to one of these three. Each shows up differently in the data, and each has a different fix.

Never mentioned

Claude names three competitors and you are not one of them. Typically this comes from thin documentation, reference, and primary-source coverage of your category. Fix: earn placements in encyclopedias, well-ranked documentation, and authoritative category comparisons.

Vrbo Vrbo
Booking.com Booking.com
Hometogo Hometogo
Airbnb Airbnb Not mentioned

Mentioned, wrong framing

Claude names you but, true to its honest framing, calls out a weakness that runs against your positioning. Trace the source via citation tracking , then publish counter-content on a source Claude trusts.

"Airbnb can be inconsistent on quality compared with the dedicated rental platforms below."

Airbnb Airbnb Critical

Mentioned last

You are in the list but Claude names you after giving the first three competitors a paragraph each. Position correlates with click-through. Fix: increase the volume and authority of category-defining content that opens with your brand.

1 Vrbo Vrbo
2 Booking.com Booking.com
3 Airbnb Airbnb Mentioned last

Claude visibility tracker FAQ

What people ask before they start tracking Claude visibility. For how visibility is scored, see the methodology .

Which Claude model is used?
Anthropic's current flagship production model. When Anthropic ships a new generation, Pineprompt's Claude monitors update.
Does Pineprompt test the same Claude a user sees?
Yes. Pineprompt captures production Claude answers, matched to the configuration buyers actually use, with web search on.
How often is each prompt refreshed?
Daily, on every plan. AI answers are stochastic, so a single snapshot misses drift. Daily density surfaces changes without noise. See our methodology.
Does Claude always cite sources?
Only when web search is triggered, typically on factual or recent-information queries. Conversational or reasoning prompts may return answers without citations. Pineprompt captures both.
Can I track Claude answers by country and language?
Yes. Every monitor is scoped to a country and language. Answers to the same prompt shift meaningfully by locale.

The other seven engines

Buyers do not use one engine.

One Pineprompt project tracks all eight in parallel, so you compare the same prompt across ChatGPT, Gemini, Perplexity, Claude, and the rest.

Start tracking Claude visibility.

One monitor runs Claude beside the other seven engines, refreshed daily and scoped to your country and language. See exactly what Claude tells your buyers about you.