How IGAIV compares
Two ways to answer the same question.
Most AI visibility tools return a number out of one hundred. IGAIV returns the answers themselves and a plan. Both are trying to tell you how you stand, and they are useful for quite different jobs.
Where the two actually differ.
A score is a fast read on whether you have a problem. It is cheap to produce and easy to put in front of a board, and that is a real use.
What it cannot tell you is which question you are losing, who is winning it, or what to change on Monday. IGAIV is built for that second job.
| A visibility score | IGAIV | |
|---|---|---|
| What you get | A number and a grade | The actual answers, the named competitors, and a ranked plan |
| What it looks at | Your own site | Your site, the answers themselves, and the sources behind them |
| Competitors | Absent, or a second number | Named question by question, with what is putting them there |
| The output | A dashboard to check | A sequenced list of changes, each with its reasoning |
| What you do next | Work out what it means | Brief your team or your agency |
When a score is the right tool.
If you need a single figure to track quarter on quarter, or a cheap way to know whether the problem is worth anyone’s time, take the score. It answers that question at a fraction of the effort.
If someone has already asked what to actually do about it, a number will not get you further. That is the point at which the answers, the named competitors and the reasoning behind each one start to matter, and that is what IGAIV produces.
IGAIV does not apply the changes. The plan is written to be handed to your team or your agency, and the method page sets out the limits in full.
Where to go next.
How IGAIV identifies, diagnoses and directs
The questions, the benchmark, the ranked plan, and how the changes actually get made.
AI visibility for casino, sportsbook and lottery brands
What AI assistants say when someone asks where to play, and who gets named instead of you.
AI visibility for iGaming suppliers and B2B vendors
Whether AI names you when an operator shortlists aggregators, studios, platforms or payments.
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