Scout LLM by Top4 Technology

Is AI recommending your competitorsinstead of you?

AI visibility tracking across ChatGPT, Gemini, Perplexity and Google AI Overview. Scout finds what is missing, writes the fix and proves the day an engine cites you.

  • Results in about 40 seconds
  • No credit card
  • Competitor comparison

Top4 Technology, part of White Pearl Technology Group Nasdaq First North: WPTG

28+
Years in digital
200k+
Businesses served
950+
Specialists
30+
Countries served

“Watch to see how it works.

Michael Doyle

Founder & CEO of Top4 Technology

28+ years experience

Michael Doyle, Founder and CEO of Top4 Technology

Integrates with

  • ChatGPT
  • Perplexity
  • Claude
  • Gemini
  • AI Overview
  • AI Mode
  • Google Search Console
  • Google Analytics 4
  • Bing Webmaster Tools

Be foundBe citedBe chosen

Built on 28 years of client work.

Scout comes out of Top4 Technology, the agency that has run search for these brands across a dozen industries.

BMW logo
Mazda logo
CRC logo
German Precision logo
OLX Mobbi logo
Wrap Station logo
OTO logo
A pair of hands holding a phone in the dark, the screen lighting their fingers

Your buyers stopped scrolling. They just ask.

When an assistant names one supplier, nobody scrolls for the rest. The answer is the new front page. Almost nobody is measuring whether they are on it. You can.

Any city
Track AI answers down to a single city, not just a whole country
40s
From entering a domain to a finished report, roughly
Daily
Automated tracking, so you see a change the week it happens

The click is disappearing.

Buyers are taking their questions to AI, and the traffic that used to follow a search result is drying up. Here is the shift, and the scale behind it.

↓ 47% fewer than without an AI answer8%of searches with an AI answer still send a click to a websitePew Research, 2025
900M
people use ChatGPT every week, more than double a year ago
OpenAI, Feb 2026
2.5B
monthly reach of Google's AI Overviews, shown on about half of all searches
Google I/O, May 2026
1 in 3
searches now start with an AI tool, not a search box
GWI, 2026

There are three ways AI can treat your brand.

Only one of them sends you a customer, and nothing in your analytics tells you which one you are in today.

Find out which one you are in
  1. Invisible

    AI answers the question and never brings you up. No mention, no link, and no way for that buyer to find you.

  2. Mentioned

    Your name appears in the answer, but nothing points back to you. The buyer reads about you, then goes somewhere else to act.

  3. Cited

    Named in the answer and linked as a source. This is the only one of the three that sends a customer to your site.

Scout checks all three, on every engine, in every city you sell to.

See exactly where you lose the answer

Three numbers decide whether AI sends a buyer to you or a rival. Scout tracks all three, across every engine and every prompt, every day.

Visibility

+18%

How often AI names you for your prompts.

62%

Named in 62% of answers, up from 44% last month.

Average position

Top 3

Where you sit when AI lists options.

  • 1Your brand
  • 2Competitor A
  • 3Competitor B

Sentiment

Positive

How AI frames you when it mentions you.

71% positive21% neutral8% negative

AI describes you as "reliable" and "good value".

A single beam of light passing through a glass prism and splitting into five rays

One question. Five answers.

One buyer question, every engine at once. You see who got named, who got named instead of you, and the sources the engine trusted to decide.

Illustrative example. Your report uses your domain and your own prompts.

Check your own brand

The question

"best CRM for agencies"

  • PerplexityNamed your brand in the answerCited
  • ChatGPTNamed your brand in the answerCited
  • GeminiNamed Competitor A insteadMissing
  • AI OverviewNamed your brand in the answerCited
  • AI ModeNamed Competitor B insteadMissing

70.8%

How often ChatGPT names Prestige PT when someone asks for a personal trainer in the area.

Mention rate

“A new member found us through an AI answer, signed up, and left a 5-star review saying our training was ‘a bit of a legend.’ We knew then we were doing things right.”
OwnerPrestige PT

Story 1 of 3

Visibility Score

The share of tracked answers that cite your brand, rolled up across engines and updated daily so you can see the line move.

Check AI visibility
scoutllm.ai/app / your-brand / visibility

62.4%

up 18% this month

YouRival

Share of Voice

Your citations measured against the competitors named in the same answers, so you know whether you are gaining or losing ground.

Check AI visibility
scoutllm.ai/app / your-brand / competitors

Who AI names

share of voice
Competitor A34%
Your brand28%
Competitor B21%
Competitor C17%

Everything in the price, on every paid plan.

AI search tracking is a young category and tools package it very differently. Here is exactly what a Scout LLM subscription includes, so you can hold any tool you trial, including ours, to the same list.

The fix, not just the score. Every plan.

Most tools stop at a number. Scout generates the page that wins an answer back, publishes a draft to your CMS, and marks the citation recovered the day an engine starts naming you. Included on every paid plan, not sold as an add-on.

Four AI engines
Choose four from ChatGPT, Perplexity, Gemini, Google AI Overview and Google AI Mode, the answers your buyers actually read. Claude is an optional paid add-on.
Daily automated tracking
Visibility, Share of Voice and Average Position re-measured every day, not a one-off audit that is stale next week.
Competitor Share of Voice
Rivals discovered from the answers themselves, then ranked against you. No list to maintain by hand.
Sentiment on every mention
How each answer frames you, positive, neutral or negative, with the wording that earned the score. No extra per-check cost.
Sources and citation gaps
The domains AI leans on in your category, and the prompts where rivals are cited and you are not.
AI crawler analytics
See which AI engines read your site, and tell answer-time fetches apart from training crawls.
Prompt opportunities
The questions your own Search Console data says buyers search, that you are not tracking yet.
Multi-market tracking, down to the city
AI recommends different brands in different places. Track per country, or down to a single city, so a weak local market is never hidden in a global average.
Per-prompt action plans
Not just the score. Specific recommendations, ranked by impact and effort, on a board your team can work through.
Fixes
Generate the page that wins an answer from your own tracking data, publish it as a draft to your CMS, and see the citation marked recovered when the engine starts naming you.
Alerts when things move
Threshold alerts on score, visibility, competitors and sentiment, by email and to your Slack channel.
White-label client reports
On Agency you get your logo, your colour and no Scout LLM branding. A report you can hand a client as your own.
An instant check
Any visitor can run a real citation check across the engines before paying anything. No card, no trial clock.
Agency workspaces and seats
A workspace per client, unlimited seats on every paid plan, roles that keep client access tidy, and consolidated billing.

Isn't this just another visibility score?

No. A score tells you that you are losing. Scout writes the page that wins the answer back, publishes it to your CMS, and marks the day the engine names you again. A fix and the proof, not just a number.

  1. DetectFive AI engines, city by city
  2. FixA page drafted into your CMS
  3. ProveThe day AI names you again

AI visibility and AEO questions

What is AI search visibility?

AI search visibility is how often a brand or domain is cited by name when buyers ask AI engines for recommendations in a category. Brands that get cited are recommended. Brands that do not are invisible to that channel.

Which AI engines does the tracker check?

A pool of five, which are OpenAI ChatGPT, Perplexity, Google Gemini, Google AI Overview and Google AI Mode. Paid plans track any four of the five, and Anthropic Claude is available as an optional paid add-on on top. The instant check covers ChatGPT, Perplexity, Gemini and Google AI Overview.

How long does a check take?

Most checks complete in 30 to 90 seconds. The tool runs four engines in parallel for each of your queries, then synthesises a prioritised first action.

What is Generative Engine Optimisation (GEO)?

GEO is the practice of earning citations and recommendations inside AI-generated answers, distinct from classic SEO which targets the blue-link results. GEO tactics include building topical authority, securing citations on sources AI engines trust, and structuring content so AI can quote it cleanly.

Isn't this just SEO?

No. Classic SEO competes for the ten blue links. AI search names a short list of brands inside the answer and often sends no click at all. Ranking on page one does not mean being named by ChatGPT or Google's AI Overview. Scout LLM measures the citation, not the ranking, and shows what earns it.

Why can't I just ask ChatGPT the question myself?

You can, once. But the answer shifts with how the question is phrased, the buyer's location and which engine they use, and it changes week to week as the models update. One manual check is a single snapshot. Scout LLM tracks every engine, prompt and region over time, so you see the trend rather than one lucky or unlucky reply.

How is Scout LLM different from other AI visibility tools?

Three things. It covers both Google answer surfaces, AI Overview and AI Mode, where many trackers skip them entirely. It tracks any market worldwide, from whole countries down to a single city. And it ends every check with a prioritised action, not just a score. The instant check lets you hold any tool, including this one, to the same test on your own brand.

Do I see results per keyword or only an overall score?

Per keyword. The report shows a matrix with every query you submitted as a row and every AI engine as a column. Each cell tells you whether that engine cited your domain for that specific query, the position it appeared at, and which competitor was named instead when it did not.

Why do I have to verify my email?

After you submit your email, we send a verification link. Clicking the link confirms the address is real and opens the gated report. This stops bots and form-fillers from polluting the data, and means every conversation with the Top4 Technology team starts from a real inbox.

What does the first report cost?

Nothing, and no card is needed. The check, the per-engine results, the keyword breakdown matrix, the competitor list and the first prioritised play are all included. Drop an email, click the verification link, and the report is yours. Top4 Technology earns its money by helping clients implement the full playbook.

How often can I run a check on the Free plan?

The Free plan includes one report, plus one tracking run if you set up a workspace. That single report is the full check across ChatGPT, Perplexity, Gemini and Google AI Overview, with the keyword breakdown, the competitor list and your first prioritised play, yours to keep. Fresh checks on demand and daily automated tracking are what the paid plans add.

Is Scout LLM an LLM monitoring or observability tool?

No. Scout LLM is a marketing analytics product. It tracks how often your brand is cited when buyers ask AI engines like ChatGPT, Perplexity, Gemini and Google AI Overview for recommendations, then writes and publishes the content that wins those citations back. It does not trace, log or monitor the LLM calls inside your own application, and it is not an OpenTelemetry or APM tool. Scout LLM is built by Top4 Technology and lives at scoutllm.ai.

Why is only the first play visible? Where is the rest of the playbook?

Your first report shows the single highest-leverage first move so visitors know exactly where to start. The remaining four to five plays in the prioritised plan are part of the work Top4 Technology runs for clients. A 15-minute call unlocks the full playbook and the order to ship the plays in.

See which deals AI is sending elsewhere.

One domain, four engines, about forty seconds.

No card required. Set up your workspace, then we run your report.