Start free trial →
Brand · Pillar

Your brand,
measured in AI.

When buyers ask ChatGPT "who's the best X", is your brand in the answer? Truffle tracks it daily across every LLM that matters — and tells you what to ship next.

5+
LLMs tracked daily
25
prompts per brand
7 d
free Pro trial
The shift

Brand monitoring was built for social listening.
AI answers aren't social.

Brand24, Mention, Talkwalker — all designed around the idea that buyers talk publicly. Twitter, Reddit, news. AI changed the funnel: now buyers ask ChatGPT directly, and a generated answer closes (or kills) the deal before anyone posts anything.

That broke three assumptions every traditional brand-tracker leans on. We rebuilt the metric set for the LLM context — not bolted AI onto a social-listening engine.

Where classic tools fall short

  • Sentiment-only — but in an LLM answer, the issue is whether you're mentioned at all.
  • Volume metrics — but a single confident AI citation outweighs a thousand tweets.
  • No prompt context — the same brand wins one query and loses the next; aggregate hides that.
  • Snapshot dashboards — LLM answers drift weekly; you need the version history.
The metric set

Four numbers that actually decide the deal.

Every Truffle scan boils down to four signals. Each one is anchored to a real buyer-question prompt, not an aggregate vanity score.

68 %

Mention rate per LLM

The share of category-relevant prompts in which your brand is named at all. Split per LLM because ChatGPT and Perplexity don't behave the same.

Tracked daily · per persona · with answer history.

#2.1

Share of voice

You vs. every tracked competitor, per prompt, per persona. Average position when both appear, plus head-to-head win rate.

Up to 5 competitors per brand · per-prompt drilldown.

23 ↗

Link rate

Mention alone is half the win. Link rate counts the answers that actually cite your domain — the citation graph that LLMs reach for when they answer.

Per-source URL · ranked by frequency · with source-outreach hooks.

+0.4

Sentiment + position

First mention vs. footnote vs. "and others". Positive framing vs. neutral vs. negative. The same brand can be "great" in one LLM and "expensive" in another.

Per-LLM split · drift alerts · framing trends.

How it runs

Three steps. No configuration weekend.

  1. 1

    Add the prompts your buyers ask

    Paste 10–25 buyer-question prompts. Group them by persona if you have more than one (founder, IT lead, procurement…). Truffle proposes a starter set for your industry on signup.

  2. 2

    Truffle runs them daily, across every LLM

    Each prompt fires against ChatGPT, Claude, Gemini, Perplexity, Grok (plus Google AI Overview where you've enabled it). Runs are deduplicated, anonymous, and audit-logged.

  3. 3

    You get a ranked list of what to fix

    Every refresh ends with strategy recommendations — onsite, offsite, structural. Ranked by impact on visibility, linked to the exact prompts + LLMs where the gap shows.

"We tracked our brand in 8 European markets in week 1. By week 3 we knew exactly where AI knew us, where it didn't, and which competitor it preferred — per country." — SaaS marketing lead, 250-person team (anonymized)
vs. the alternatives

Where we win on brand tracking.

Built for AI answers from day one. EU-hosted, daily refresh standard, per-persona drilldown shipped on every plan.

Capability Truffle Profound Peec Brand24 / Mention
AI-native answer tracking✓ all 5 LLMspartialadd-on
EU-hosted by default✓ Hetzner Frankfurtvaries
Daily refresh on entry tierweeklyweeklyn/a (social)
Per-persona tracking✓ from Starterenterprise
Strategy recommendations✓ 5 / mo
Starter price€69/mo$499+€85€69+

See full comparisons →

In the wild

How teams use it.

B2B SaaS

"Are we in the consideration set?"

Track 'best CRM for 50-person agency'-style prompts and watch whether AI lists you alongside HubSpot + Salesforce — or never names you at all.

E-commerce

"Do we beat Amazon's listing?"

For 'best winter jacket under €300' AI answers, track whether ChatGPT Shopping points to your direct shop or to the marketplace listing.

Hospitality

"Before Booking takes the click."

'Best Berlin hotels near Mitte for business' resolves in an AI answer first. Track whether the chain wins, the boutique wins, or Booking owns the result.

Ready to see
your share?

7-day trial with the full feature set. No credit card. Track your first brand in under five minutes.

Start 7-day trial →

Newcomer AI-Visibility Tracker — known from