Home/AI visibility

AI visibility and recommendation testing

Measure your AI visibility. See what earns the recommendation.

Agentzia shows whether ChatGPT, Claude, Gemini, and Grok can find, understand, trust, and recommend your product. Every report includes the searches, sources, pages, competitors, and decisions behind the answer.

Four major AI assistants
Four realistic buying situations
01Found

Discovery

Did your product appear when the customer described the category or problem without naming your brand?

02Clear

Understanding

Did the agent understand what the product does, who it is for, and where it fits?

03Credible

Trust

Which claims, sources, policies, reviews, and gaps shaped confidence in the answer?

04Chosen

Recommendation

Did the product reach the final answer, and which alternative won when it did not?

What AI visibility means

Being visible gets your product into the conversation.

Customers increasingly ask AI assistants to research products, compare alternatives, and recommend what to buy. AI visibility tells you whether your product appears in those answers and whether the description is accurate.

The buying decision continues after discovery. An assistant may find your product and still choose a competitor because the use case is unclear, independent evidence is missing, pricing is difficult to interpret, or another product looks better suited to the request.

Agentzia follows that complete path. It connects visibility to the recommendation and gives your team specific pages, claims, and evidence to improve.

The customer situations

Test the questions people actually ask.

Each assistant receives the same situations in separate conversations. The prompt stays natural, and the agent decides what to search, read, compare, and recommend.

01 / Known product
I am considering this product. Is it any good?

Measures existing perception, trust, and purchase hesitation.

02 / Category search
What are the best products in this category?

Shows whether the brand enters an unprompted shortlist.

03 / Problem led
I have this problem. What should I use to solve it?

Tests whether the product is associated with the job it was built to do.

04 / Competitive choice
Which option would you choose for this situation?

Reveals the evidence and tradeoffs that determine the final recommendation.

Inside the report

Keep the evidence behind every decision.

01 / Research

Queries and sources

See what the agent searched, which sources entered the answer, and where your product first appeared.

02 / Perception

Pages and interpretation

See which pages were reached, what the agent understood, and which claims or gaps shaped trust.

03 / Action

Decision and next change

See the final recommendation, the alternatives considered, and prioritized improvements tied to the evidence.

From the public Duolingo report

8/8 discovery paths found it

Every agent found Duolingo. They still disagreed on whether it was enough for serious learners.

Its brand was unmistakable. Evidence for advanced speaking and writing outcomes shaped the harder decisions.

Read the complete report
Recommendation testing

Improve a specific product decision

Use Agentzia when you need to understand why an assistant chose, rejected, or missed your product and what could change the next result.

Visibility monitoring

Track market presence

Use recurring monitoring for prompt coverage, mention frequency, citations, regions, and share-of-voice trends.

Web analytics

Measure human behavior

Use product and web analytics to understand the visits, conversions, and customer actions that follow.

Common questions

AI visibility, explained plainly.

What is AI visibility?

AI visibility describes whether an AI assistant can discover and accurately represent a brand or product when answering a relevant question. Useful measurement includes discovery, citations, understanding, consideration, and the final recommendation.

How does Agentzia measure AI visibility?

Agentzia gives representative ChatGPT, Claude, Gemini, and Grok research paths the same realistic customer situations. The report preserves the products they considered, the sources they cited, their reported research path, and the decision each one made.

How is recommendation testing different from AI brand monitoring?

Recommendation testing studies complete buying decisions for a product across matched situations. Brand monitoring tracks mentions, citations, prompt coverage, and share of voice over time. Teams often use the two methods together.

Can Agentzia help improve AI recommendations?

The report identifies missed discovery paths, unclear positioning, trust concerns, stronger competitors, and missing evidence. Teams can improve the relevant pages and rerun the same situations to see which decisions changed.

Which AI assistants can Agentzia test?

Agentzia currently provides representative research paths for ChatGPT, Claude, Gemini, and Grok. Each assistant receives the same buying situations in a separate conversation so their behavior remains comparable.

Practical guideCheck whether ChatGPT recommends your productPublic evidenceExplore five complete AI recommendation reportsProduct landscapeCompare Agentzia with AI visibility platforms

Your first test is free

See how AI assistants research and recommend your product.

Test your product See plans and credits