Adamiro AI Visibility · Answer engine tracking
Your buyers asked an AI about your category this morning. You have no idea what it said.
AI Visibility runs the questions your buyers actually ask against ChatGPT, Perplexity and Google AI Mode on a schedule, and reports what came back: whether you were named, who was named instead, and which pages the answer was built from.
What changed
Search used to send people to you. Now it answers for you.
Someone evaluating your category types a question into ChatGPT. They get a paragraph with three or four companies named in it, and a handful of links underneath. If your name is in that paragraph, you are on the shortlist. If it isn’t, you were never in the running, and nothing in your analytics will ever tell you it happened.
This is not a ranking you can look up. The answer is generated fresh each time, it differs by how the question is phrased, and it draws on pages across the web rather than just your own. The only way to know where you stand is to ask the same questions repeatedly and record what comes back.
You cannot fix a shortlist you can’t see.
How it works
Ask the buyer’s questions. Record every answer.
1 · The questions
Adamiro writes the questions a buyer would ask about your category, from what it already knows about your business. They range from someone who has never heard of you to someone comparing two shortlisted vendors. On Business and above you can write your own.
2 · The engines
Every question is put to ChatGPT, Perplexity and Google AI Mode as a real buyer would put it, on the schedule you choose. Each answer is stored in full, so a claim about your visibility can always be traced back to the words an engine actually produced.
3 · The reading
Each answer is checked for whether you were named, how early, in what tone, and who else appeared. That becomes a presence grade weighted toward the questions asked closest to a buying decision, because being named in a comparison matters more than being named in a definition.
4 · The work
The questions where you are missing become a list of things to write, each one sent to Voice as a draft with the gap it is meant to close. Publish through Reach and the next report tells you whether the answer changed.
Sources
See which pages the answer was built from.
Perplexity and Google AI Mode publish the pages behind their answers. AI Visibility collects them and sorts them into three piles: your own pages, your competitors’ pages, and everyone else’s. That last pile is usually the interesting one, because it is where the review sites, forum threads and directory listings that shape your category live.
A domain that keeps getting cited in answers where you are absent is something specific you can go and do: a page you should be on, a comparison you should be listed in, a thread worth a considered reply. It beats guessing at keywords.
ChatGPT does not publish its sources. The dashboard says so on the page rather than quietly reporting a smaller number.
In the dashboard
What a report tells you.
AI Presence Grade
One letter, A to F, weighted toward decision-stage questions. It moves when something real changes, not when an engine rephrases itself.
Answer position
Where in the answer your name appears. Being the first company named reads very differently from being the fourth, and buyers stop reading.
Share of voice
How often you are named against the competitors you nominate. Name them yourself, so you are measured against the companies you actually lose deals to.
Visibility by buying stage
Strong on “what is” questions and absent on “best for” questions is a common and expensive pattern. Split out so you can see which end you are losing.
Cited sources
Every page an engine drew on, grouped by domain and split into yours, theirs, and neutral ground. Available from Growth up.
Content gaps
The questions you are missing from, written up as things to publish and handed to Voice with one click. This is where a report turns into work.
What it is not
Two things worth being straight about.
This is a measurement, not a lever. Nobody can promise an AI engine will name your company, and anyone who does is selling something they cannot deliver. What AI Visibility gives you is a repeatable reading and a list of gaps to close, so the work you do afterwards is aimed at something real.
And answers vary. The same question asked twice can come back differently, which is exactly why one spot-check tells you nothing and a trend over weeks tells you a great deal. Reports run on a schedule for that reason.
AI Visibility by plan
| Feature | What it delivers | Starter | Growth | Business | Team |
|---|---|---|---|---|---|
| Enabled | ✓ | ✓ | ✓ | ✓ | |
| Prompts | 5 | 15 | 25 | 25 | |
| Competitors | — | 3 | 5 | 5 | |
| Engines | Openai | Openai, Perplexity, Gemini | Openai, Perplexity, Gemini | Openai, Perplexity, Gemini | |
| Cadence | Monthly | Monthly, Biweekly, Weekly | Monthly, Biweekly, Weekly +2 more | Monthly, Biweekly, Weekly +2 more | |
| Custom Prompts | — | — | ✓ | ✓ | |
| Citations | — | ✓ | ✓ | ✓ | |
| Audience Breakdown | — | — | ✓ | ✓ | |
| History Months | 3 | 12 | Unlimited | Unlimited | |
| Task cost How many tasks each delivery consumes from your monthly allowance. | Predictable per-use cost. Same across all plans — what changes between plans is your monthly task budget. | 1 task | 1 task | 1 task | 1 task |
| Monthly task allowance Total tasks included with the plan, refreshed each cycle. | Unused tasks roll over within the 6-month expiry window. | 10 | 30 | 60 | 150 |
What AI engines tell your buyers about you
AI Visibility starts from the questions a buyer would type, not from keywords.
Adamiro writes them from what it already knows about your business, tagged by buying stage. They range from someone who has never heard of you to someone comparing two shortlisted vendors. On Business and above you can add your own.
Read the full demo, step by step
- The questions your buyers actually ask — AI Visibility starts from the questions a buyer would type, not from keywords. Adamiro writes them from what it already knows about your business, tagged by buying stage. They range from someone who has never heard of you to someone comparing two shortlisted vendors. On Business and above you can add your own. (Behind the scenes — reads Profile: The question set is generated from your company profile, so it describes your category rather than a generic one.)
- Asked on a schedule, recorded in full — Every question is put to ChatGPT, Perplexity and Google AI Mode, and every answer is kept. One reading tells you nothing, because the same question can come back differently. A trend over weeks tells you a great deal. Each report scores whether you were named, how early, in what tone, and who appeared instead, and splits the result by buying stage.
- One grade, weighted where it counts — The AI Presence Grade leans on decision-stage questions, because being named in a comparison matters more than being named in a definition. Answer position sits beside it: appearing first in an answer reads very differently from appearing fourth, and buyers stop reading. Visibility is split by buying stage so you can see which end you are losing.
- See which pages the answer was built from — Perplexity and Google AI Mode publish their sources. AI Visibility collects them and sorts them into your pages, your competitors' pages, and everyone else's. That last group is usually the interesting one: the review sites, forum threads and directory listings shaping your category. A domain cited again and again in answers where you are absent is something specific you can go and do. ChatGPT does not publish its sources, and the tab says so rather than quietly reporting a smaller number.
- Measured against the competitors you name — You nominate the companies you actually lose deals to, and share of voice is measured against them. Add a domain alongside the name and Citations can also tell you when an answer was built from that competitor's own site.
- Gaps become things to write — The questions you are missing from arrive as recommendations and content ideas, each one ready to hand to Voice. This is where a report turns into work. Publish through Reach, and the next report tells you whether the answer changed. (Behind the scenes — writes Voice ideas: Send to Voice carries the gap with it, so the draft knows which question it is meant to answer.)
Questions about AI Visibility
What is AI Visibility?
AI Visibility tracks what AI answer engines say about your company. It runs a set of buyer-realistic questions against ChatGPT, Perplexity and Google AI Mode on a schedule, then reports whether you were named, how early in the answer, in what tone, which competitors came up instead, and which web pages the answer was built from.
Which AI engines does it check?
ChatGPT, Perplexity and Google AI Mode. Starter runs a single engine monthly; Growth and above run all three. Every plan above Starter uses the same three engines, because a score built from one engine is not comparable with a score built from three.
Can you guarantee my company will be named?
No, and neither can anyone else. AI answers are generated fresh each time and no vendor controls what an engine says. What AI Visibility gives you is a repeatable measurement and a specific list of gaps to close, so the work you do afterwards is aimed at something real rather than guessed at.
Is this the same as SEO?
No. SEO is about ranking in a list of links. AI Visibility is about being named inside a generated answer, which draws on pages across the whole web rather than just your own site and never produces a ranking you can look up. The two overlap, since strong pages help both, but you can rank well and still be absent from the answer.
What are citations and why do they matter?
When an engine answers a question, it builds that answer from pages on the web. Perplexity and Google AI Mode publish which ones. AI Visibility collects them and sorts them into your pages, your competitors’ pages, and everyone else’s. A site cited again and again in answers that never name you is the specific reason you are invisible for those questions. ChatGPT does not publish its sources, and the dashboard says so rather than quietly reporting a smaller number.
How often does it run, and what does it cost?
You choose the cadence your plan allows, from monthly up to daily. A complete report is one full run across every active question and every engine, and that is what costs a task; reports more frequent than weekly are billed at half a task each. Regenerating your questions, managing competitors, editing your domains and reading any tab are all free.
What happens to the questions where I am missing?
They become work. Each report ends with recommendations and content ideas, and one click sends an idea to Voice as a draft brief carrying the question it targets. Publish through Reach and the next report reads the same question again, so you can see what moved.
Find out what they’re being told.
AI Visibility is included on every plan, from a monthly single-engine reading on Starter to daily three-engine tracking with citations on Business.