Measure, never manufacture.
Most tools estimate a number and present it as fact. We built SEOAIO on the opposite promise. These five rules govern every score we show — and we hold ourselves to them in public, on our own site included.
- 1
Measure, never manufacture.
Every number we show is observed, not modeled to look good. If we can’t measure something, we don’t invent a figure for it — we say so.
- 2
Show the receipt.
Every score opens to the evidence behind it: the observations, the confidence band, the sample size, and the exact source — the engine, page, or vendor it came from.
- 3
Hold the score until it’s real.
Your overall Visibility Score stays held until enough of its seven pillars are genuinely measured. A partial average is not an overall score, so we won’t print one.
- 4
Label what we haven’t measured.
Coverage is disclosed, always. An engine is “measured” only when it genuinely is — the rest are labeled rolling-out or planned. We never imply coverage we don’t have.
- 5
We don’t sell the remedy.
We measure; we don’t sell you the links or the retainer whose success we’re grading. The audit isn’t a funnel for a service — so the number has no reason to flatter.
The engines we measure — and the ones we're still building
- PerplexityMeasured live
- ChatGPTRolling out
- GeminiRolling out
- ClaudeRolling out
- Google AI OverviewsPlanned
We won't claim an engine is measured until it genuinely is. Today, Perplexity Answer Share is live; the rest are labeled honestly as they come online.
Run a measured audit on your site.
Free, no sign-up. Every number comes with its receipt.