Are you mentioned when AI answers?
Or do the models pick your competitors?

We measure your visibility in ChatGPT, Perplexity, Claude, Gemini and Copilot — and deliver concrete actions that lift it. When 25% of all search volume in 2026 happens inside AI engines (Gartner), AI visibility decides whether you are found or you disappear.

25%
Search loss

Of all search volume moves to AI engines as early as 2026 according to Gartner — and continues to fall.

5
AI engines tested

ChatGPT, Perplexity, Claude, Gemini and Copilot — where your customers and prospects ask their questions.

75%
Of AI value

Lands in marketing, sales and customer ops according to McKinsey — the functions where you must be visible.

Sample from a delivery

This is what an AI Visibility report looks like

AI-Citation Rate per engine plus competitor comparison in the category. This shows how often the AI models mention the client's brand compared with competitors across 25 key prompts.

Example: AI-Mention Rate and Citation Rank — dashboard from an AI Visibility delivery

A complete picture
of the AI conversation

We always start by understanding your business goals — then we choose method and design. The result isn't just numbers, but concrete recommended actions ranked by expected impact.

5 AI engines tested

Complete coverage of the AI answer ecosystem. ChatGPT, Perplexity, Claude, Gemini and Microsoft Copilot — where your customers and prospects actually ask questions about your category. Per engine, per question, per language where relevant.

ChatGPT Perplexity Claude Gemini Copilot

AI-Citation Rate

How often you are mentioned — and how prominently? Measurement of (a) how often your brand is mentioned, (b) in which position within the answer, (c) whether you are cited as an authoritative source or merely as an alternative. Broken down by question and by AI engine.

Mention rate Position rank Citation source

Competitor comparison

Whom does the AI mention most — you or the competitor? Per AI engine: ranking of your 4–6 core competitors. Shows precisely where you have gaps to close and where you lead.

Per engine vs competitors Trend over time

Prioritised action list

Concrete technical actions that lift AI visibility. Schema.org markup, FAQPage structure, authoritative citation sources, content formats the AI models prefer. For each action: estimated impact and implementation difficulty.

Schema markup FAQPage Content fix Citability
Free guide · PDF
The complete
guide to
AI visibility
20 min · 24 pages

The complete guide to AI visibility

A 20-minute read written by Johan Asklund. How GEO and AEO work, which measurable KPIs exist, the 5 AI engines you must be visible in, and concrete actions you can take straight away.

Read the guide →

Visibility, citability
and competitor position

An AI Visibility Audit is not a single metric. We measure how your customers experience you when they ask AI — across 5 engines, on 15–25 key prompts, compared with your core competitors.

01 · Phases of the AI journey

Measurement points across the entire AI answer flow

We follow the whole journey from question to AI answer — and where your brand does (or doesn't) make an appearance along the way.

01Spontaneous awareness — are you mentioned at all?
02Position within the answer (1, 2, 3...)
03Cited as a source or only mentioned
04Tone of the mention
05Correct facts about your product
06Which of your sources the AI references
07Competitor position in the same answer
08Per AI engine (5 in total)
09Per language (Swedish + English)
10Schema.org indexing on your site
11FAQPage structure & AI citability
12Trend over time (quarterly tracking)
02 · Headline metrics

Three KPIs that govern AI visibility

Standardised key metrics — directly comparable over time and against competitors.

AI-Mention Rate
Share of AI answers (out of X questions on 5 engines) where you are mentioned at all. Scale 0–100%.
AI-Citation Rank
Average position when you are mentioned. 1 = first, 5 = last. Lower is better.
Source Authority
Share of answers where your site is cited as the source — not just mentioned generically.
03 · What you get

Concrete — not just observations

For every question and AI engine we deliver:

→ Score-card per engine

Mention rate, citation rank and source authority for every AI engine — you and your competitors.

→ Concrete actions

Technical fixes (schema, FAQPage, content format) ranked by expected lift in AI visibility.

→ Competitor strategy

Where your competitors lead and why. What they do that you don't. Said straight.

→ Tracking setup

A proposal for quarterly follow-up to measure the impact of your actions over time. Optional.

What the delivery looks like

Examples from an actual report

Simulated samples from an AI Visibility delivery (illustrative figures — not from a specific client). Each report includes an executive summary, mention rate per AI engine, competitor comparison and trend over time. Delivered as Word + PDF + PowerPoint.

Example: Executive summary with AI-Mention Rate, Citation Rank and Source Authority
Executive summaryMention Rate, Citation Rank and Source Authority on a single page — plus three key findings for the leadership team.
Example: Mention Rate per AI engine — ChatGPT, Perplexity, Claude, Gemini, Copilot
Per AI engineVisibility per ChatGPT, Perplexity, Claude, Gemini and Copilot — so you know where to act.
Example: Mention Rate vs competitors in the category
Competitor comparisonHow often you are mentioned compared with the market leader and the closest challenger on the same prompts.
Example: Mention Rate trend per month — your brand vs competitor
Trend over timeMonthly Mention Rate Jan–Apr — so you can see whether your actions are working or whether the gap is widening.

The numbers in the examples are illustrative — we are showing the framework and report structure, not a specific client's results. A real baseline measurement starts in Q2 2026.

Johan Asklund — Founder and CEO, Alba Business Group
Johan Asklund
Founder & CEO · Alba Business Group

30+ years of experience in B2B research. Has run Alba since 2005 (previously TradeWell Group). Personal point of contact on every project — no project managers swapped out mid-stream.

"Alba's NPS study identified three churn risks we had missed. Two clients were saved before the quarter ended."

— CEO, B2B manufacturer · 4 subsidiaries · 220 MSEK turnover
3 of 5
AI engines ranked the client top-3
B2B company · industrial manufacturing
25 key prompts · 5 AI engines tested
Case study at a glance

"We thought we were top-of-mind in the category. The study showed we were mentioned in 2 of 5 AI engines — the competitor in 4 of 5. Three months and 8 actions later we sit top-3 in everything except Copilot."

— CEO, B2B manufacturer · Industry · 220 MSEK turnover · 2026
Read the full case study →

Four ways to start — pick the one that fits where you are

A one-off Audit if you want to know where you stand today. Continuous tracking if you know AI visibility will define the next three years — and you want to see the development quarter by quarter.

One-time delivery

Digital Visibility™ Audit

one-time · 4 weeks to delivery

Where do you stand today? 24-test technical SEO audit combined with AI citation check across 5 LLMs. Written report plus a 1-hour workshop with Johan.

  • 24 SEO tests (titles, schema, CWV, broken links etc.)
  • AI citation check — ChatGPT, Perplexity, Claude, Gemini, Copilot
  • 15-30 page written report with prioritised action list
  • 1-hour workshop with Johan to prioritise
  • Works standalone or as an intro to Pro
Request quote →
Continuous tracking · Standard

Digital Visibility AI™

annually · quarterly reports

AI citation tracking across 5 LLMs, every quarter. Competitor benchmark and action lists. For B2B companies who want to secure AI visibility without expanding scope.

  • Tracking 4× per year across 5 AI engines
  • AI Citation Rate and position development
  • Competitor benchmark (3-5 selected)
  • Quarterly action list — ranked by expected impact
Request quote →
Continuous tracking · Enterprise

Digital Visibility AI™ Enterprise

annually · weekly tracking + briefings

For companies in categories where AI visibility already drives the business. Weekly tracking, competitor deep-dives, quarterly executive briefings to leadership.

  • Everything in Pro
  • Weekly AI tracking
  • Competitor deep-dives 4× per year
  • Quarterly executive briefing to leadership
  • Custom prompt library per business segment
Request quote →

All prices excluding VAT. Pro and Enterprise are invoiced quarterly. Upgrade thresholds between tiers are low — start with Audit and build up.

Want to know how AI talks about you?

Book 15 minutes and we'll work through which AI prompts are most valuable for your category, and how we design the audit so you get findings you can act on straight away.

Short form · 9 fields Request a quote for AI Visibility

Johan replies within one business day · No sales-pitch meetings

15 min · free of charge · no preparation needed

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Companies we have had the privilege of working with
Alba Business Group · former founders of TradeWell Group · See the full client list →
Arken ZooAtea SverigeChalmersConsilium Safety GroupDäckskiftarna i SverigeEdsbyn SenabElda Butiken i SverigeAutomotive industry (under NDA)HagabadetHusqvarnaHusqvarna Construction ProductsICANIWILLIHM Business SchoolIOGT-NTO/MiljonlotterietJohnson Matthey FormoxJotun SverigeLuna SverigeMarbodal / NobiaNetOnNetNobia Svenska KökPacsOn InternationalPerstorpRowico HomeStena MetallSvedbergs i DalstorpSvenska Frimurare OrdenTikkurila SverigeTrelleborg Wheel SystemsUnicarriers Europe / AtletWayne och Margareta's CoffeeWoodyZeppelin Energy Rental
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