Every project includes the following deliverables. Nothing here is a template — all of it is built specifically for your category, your competitors, and your commercial priorities.
A full AI Market Intelligence report.
How your category is being talked about, ranked, and recommended across ChatGPT, Gemini, Copilot, Perplexity, and Claude.
Category landscape map.
Which brands dominate which buyer questions. Where the white space is. Where you stand today.
Competitor benchmarking.
Side-by-side analysis of how AI describes you vs. your three biggest competitors — including sentiment, citations, and recommendation patterns.
Entity clarity diagnostic.
Whether AI systems actually understand who you are — or confuse you with similarly named brands.
A prioritized 90-day action plan.
Concrete recommendations ranked by commercial impact. Content to publish. Technical signals to fix. Sources to earn. Each one tied to a business decision.
Executive summary for leadership.
A board-ready, 1-page version of the findings. So you don't have to translate it.
A working session with your commercial team.
We walk through findings live, answer questions, and make sure the plan lands with the people who'll execute it.
This isn't a hand-picked sample. Every project runs at scale — across hundreds of buyer questions, multiple AI models, and dozens of competitors. The Question Matrix framework, developed in-house, ensures we're testing what your buyers actually ask, not just brand-name vanity prompts.
200+
buyer questions tested per project
3-5
leading AI models analyzed in parallel
25,000+
data points per category
4
buyer-journey stages mapped, from discovery to decision
The result: a view of your category that no dashboard, no SEO tool, and no manual audit can produce.
A few representative findings from past projects. Some surprised the client. Most led to direct commercial action within weeks.
A Nordic company discovered that AI consistently positioned them as a niche specialist, despite the company offering a much broader portfolio of products and services. The issue wasn't visibility — it was how AI interpreted and summarized the brand. After clarifying category ownership and strengthening supporting sources, AI descriptions began reflecting the company's full market position rather than a narrow subset of its offering.
A Finnish business banking provider appeared consistently in AI-generated recommendations and consideration-stage comparisons. However, prospective customers frequently dropped out at the conversion stage because AI confused the company's name with a similarly named competitor and directed users to the wrong website. The issue was not awareness, but entity resolution. Correcting the brand signals and source ecosystem became an immediate commercial priority.
A German company discovered that the competitors appearing alongside them in AI responses were not the ones they tracked internally. Several emerging players and adjacent-category vendors were consistently recommended by AI, while some traditional competitors rarely appeared. The finding triggered a reassessment of competitive positioning and content strategy, leading to direct changes in market messaging and category ownership efforts.
Findings are representative of typical project outcomes. Specific results vary by category, competitor density, and starting position.
AI Market Intelligence projects are built for commercial leaders who need more than a snapshot — they need a strategic view of their category in the AI era, and a clear plan to act on it.
If you're looking for a one-off check, the $499 AI Visibility Audit is a better starting point. If you need a strategic view your whole commercial team can act on, this is where to start.
A typical project runs four weeks end-to-end. We do the heavy lifting; you stay focused on your business.
A 60-minute kickoff to align on category, competitors, buyer personas, and commercial goals. We do the rest. You don't need to prepare anything.
Our team runs the full Question Matrix across your category. 200+ prompts, 3-5 AI models, sentiment and entity analysis, competitor benchmarking. No work on your side.
We translate the data into a prioritized action plan, tied to your specific commercial goals. Recommendations are concrete and ranked by impact.
A 90-minute working session with your commercial team. We walk through findings, answer questions, and align on next steps. You leave with a plan, not a slide deck.
Total client time investment: about 4 hours across four weeks.
“The audit by Avisible showed us how we can develop our site to improve its AI visibility. It was great to collaborate with such a capable team. They turned a complex topic into clear next steps.”
Naisten Linja
Tiina Tikkanen
Marketing Director
“The Avisible report gave great insight into our Share of Voice in AI search. We got a really clear and actionable list of recommendations from the team!”
Naava
Jarno Haikonen
CEO
“Really useful and clear report. Avisible gave us clarity on what content matters the most for AI visibility and very detailed and specific improvement suggestions.”
Laattapiste-Pukkila
Sanna Korpivaara
Operations Manager
“The project came at exactly the right time during our strategic planning process. It sparked valuable ideas and reinforced our direction.”
Hurtta Global Oy
Sanna Laaksonen
Chief Commercial Officer
Projects vary based on category complexity, number of competitors analyzed, and depth of strategic recommendation. We always scope and price up front — no hourly billing, no surprises.
Projects typically range from €5,000 to €25,000.
Book a 30-min scoping callThe audit gives you a snapshot of your brand. AI Market Intelligence analyzes your entire category — competitors, buyer questions, sources, white space — and delivers a strategic action plan. The audit is right for individual brands wanting a quick check. Market Intelligence is right for commercial teams making real strategic bets.
Four weeks end-to-end. About 4 hours of your time total.
Yes, standard.
Yes. The deliverable is yours. Most clients share it with their leadership team, commercial team, and content/SEO team.
We offer a Partnership tier for clients who want continuous monitoring and quarterly strategic reviews. Mention it on the scoping call.
ChatGPT, Gemini, Claude, Copilot, Perplexity and Google AI. We add new models as they become commercially relevant.
Yes. We work in English and Finnish, and we analyze any additional languages.
Or email leandro@avisible.co or hannu@avisible.co directly.
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