New

Offer Showdown Discover

Track

Measured on Google. And in the answers.

Your prospects ask an assistant before they open a search engine. Track measures both: what Google gives you, and whether an AI names you at all.

2–3
AI engines, by plan
10–20
questions tracked, by plan
3–7 d
automatic refresh, by plan
app.tonaily.com / track / llm-visibility

AI standings

20 questions
  • Lumen Studio 62% You
  • Atelier North 48%
  • Kobalt 31%
  • Freeform 22%

Best answer: "Lumen Studio, for teams that ship fast"

Per engine

  • ChatGPT 62% Cited
  • Gemini 48% Cited
  • Grok 31% To win

Fictional studio, Pro plan: ChatGPT, Gemini and Grok, 20 questions.

Publishes to
Tracks

New Offer Showdown

Your offer against a competitor’s.

See how your offer stacks up against a competitor’s, and where you can stand out.

Offers are anonymized, then compared by AI based on their features and pricing.

1 showdown a month on Starter, 4 on Growth, 8 on Pro

customer needs
3 customer needs
blind comparisons
18 blind comparisons
web searches while judging
0 web searches while judging
app.tonaily.com / ai-visibility / offer-showdown

What the AI reads

Two fact sheets, same format. Names, URLs and anything naming the brand are hidden.

A Offer A

Audience
B2B SaaS, Series A to C
Services
SaaS website redesign, design system
Conditions
Delivered in 6 weeks
Pricing
From €4,900 excl. VAT

Collected Oct 8, 2026 from 12 pages · sources kept

B Offer B

Audience
SMEs and startups
Services
Website redesign, monthly maintenance
Conditions
3 months of support included
Pricing
Not disclosed

Collected Oct 8, 2026 from 9 pages · sources kept

AI simulation ChatGPT Oct 8, 2026 18 valid comparisons out of 18

A Lumen Studio (you)

B Atelier North

  • Relaunch before a fundraise

    “We need a new site live before our round, in under two months.”

    Advantage Lumen Studio

    Lumen Studio: 5 of 6 Atelier North: 1 of 6

    What made the difference Announced delivery time for Lumen Studio

  • A site that keeps up

    “We want someone who stays after launch and updates the site every month.”

    Advantage Atelier North

    Lumen Studio: 1 of 6 Atelier North: 4 of 6

    What made the difference Support after launch for Atelier North

  • Tight, fixed budget

    “We have a set budget and need to know the price before we talk.”

    No clear advantage

    Lumen Studio: 3 of 6 Atelier North: 2 of 6

    What made the difference Price shown upfront for Lumen Studio

Sales copy

“A SaaS redesign live in six weeks, with the price on the table from the first quote.”

The choices of an AI model in this controlled test, based only on the two fact sheets. Neither a purchase probability nor what ChatGPT would recommend to your customers.

Fictional studio, Growth plan: one showdown against a tracked competitor, judged by ChatGPT.
  1. 01

    Pick a competitor

    One you already track. The showdown counts against your plan’s monthly quota; a failed one does not.

  2. 02

    Two blind fact sheets

    Services, features, conditions, audience and prices when published, with sources and the collection date. Missing stays missing: nothing is estimated.

  3. 03

    18 comparisons

    3 customer needs drawn from your business, 6 independent comparisons each with the order swapped, on one AI engine of your plan, without web search. Ties and “not enough information” are allowed.

  4. 04

    The reveal

    Brands unmasked. For each need: the picks, the criteria tied to the sheets, “no clear advantage” when answers waver, and sales copy ready to paste.

Inside Track

What your content actually earned.

Three sources, read side by side in one place.

  • LLM Visibility

    Whether AI assistants name you when a prospect asks. Paid plans.

    • Brand-blind questions on ChatGPT and Gemini, plus Grok from Growth
    • Mentions and AI share of voice against tracked competitors
    • A per-engine breakdown, tracked over time
  • Search Console

    Your real Google numbers, next to the content that produced them. Every plan, Free included.

    • Impressions, clicks and positions per page
    • Connected directly to your own property
    • Each article tied back to the keyword it targeted

Method

Why brand-blind prompts.

  1. 01

    The question a buyer asks

    Asking an assistant about your brand by name only confirms what the question already says. Tonaily phrases the panel the way a prospect would, keeping your name out of it.

  2. 02

    Replayed on each engine

    The same panel runs on ChatGPT and Gemini on every paid plan, with Grok on Growth and Pro, and refreshes on its own: every 7 days on Starter, 5 on Growth, 3 on Pro.

  3. 03

    Counted precisely

    Who came up spontaneously, how often, and how that moves month over month. Same method as our public AI Visibility Index.

By plan

A test, an account, ongoing tracking.

Three distinct offers, each with its own engines and its own limits.

  • Free test, instant access

    One question, once

    You type one question. It is asked once to ChatGPT, Claude, Gemini, Perplexity, and you see who gets cited. It is a one-time snapshot.

    3 tests a day, email required

    Test a question
  • Free account

    Search Console and site audit

    Your Google clicks, impressions and positions, and the technical audit of your site. AI visibility tracking comes with the paid plans.

    Email sign-up

    Create my free account
  • Starter, Growth, Pro

    A panel, replayed

    Your generic category questions, replayed automatically on a rhythm set by your plan, plus a manual refresh.

    PlanEnginesQuestionsAutomaticManual
    Starter ChatGPT, Gemini 10 every 7 days every 7 days
    Growth ChatGPT, Gemini, Grok 15 every 5 days every 3 days
    Pro ChatGPT, Gemini, Grok 20 every 3 days daily
    Compare plans

The workflow

Three pillars, one loop.

Strategy decides what deserves an article. Content writes and ships it. Track says what it earned, and feeds the next round.

Find out if an AI mentions you.

Free audit, open access · Paid plans from €49.99/month · Cancel anytime

Cette page est disponible en français.

Lire en français