Sample workspace · yoursite.com · fictional
Which question wins, on which engine, from which source
A visibility score is an average of specific answers to specific questions. These are the questions, the per-engine outcome for each, and the pages the engines leaned on to answer them.
Prompt table
8 of 24 tracked questions
| Prompt | Intent | ChatGPT | Claude | Pplx | Gemini | Copilot | AI Ovw | Named |
|---|---|---|---|---|---|---|---|---|
| yoursite.com vs Northlake — which is better for a 20-person studio | Comparison | #2 | #3 | #2 | #3 | #3 | — | 5/6 |
| how do I track project profitability in real time | Informational | — | #2 | #1 | — | #4 | — | 3/6 |
| cheapest way to track billable hours against a fixed-fee budget | Commercial | #3 | #3 | #2 | — | — | — | 3/6 |
| project cost tracking tool that integrates with Xero | Integration | #1 | — | — | #3 | — | #4 | 3/6 |
| best project cost tracking software for agencies | Commercial | #2 | #3 | — | — | — | — | 2/6 |
| what software do consultancies use to stop scope creep | Informational | — | — | #1 | — | #2 | — | 2/6 |
| is yoursite.com worth it for a small team | Brand | — | — | #2 | — | — | #5 | 2/6 |
| alternatives to Quantly for cost tracking | Competitor | — | #1 | #2 | — | — | — | 2/6 |
440 readings behind this table over the 90-day window; the cell shows the modal position across them. The other 16 tracked prompts are hidden here only to keep the demo page short.
Each cell is this brand's rank in that engine's answer, or a dash when the answer did not name it at all. A dash is a result, not a gap in the data.
Citations
What the answers were actually reading
Answers with citations
743
Of 1,320 readings. The rest answered from memory and cited nothing.
Citations typed
1,187
Every cited host classified by rule, with an override available per host.
From your own domains
35.2%
418 of 1,187 citations. The rest is other people describing you.
By source type
| Source type | Share | Share | Citations |
|---|---|---|---|
| Owned | 35.2% | 418 | |
| Review | 22.8% | 271 | |
| Docs & reference | 15.7% | 186 | |
| Forum & UGC | 13.0% | 154 | |
| News & editorial | 8.2% | 97 | |
| Other | 5.1% | 61 |
Top cited hosts
| Host | Type | Citations |
|---|---|---|
| yoursite.comYours | Owned | 302 |
| docs.yoursite.comYours | Owned | 116 |
| g2.com | Review | 108 |
| reddit.com | Forum & UGC | 94 |
| capterra.com | Review | 71 |
| en.wikipedia.org | Docs & reference | 63 |
| northlake.example | Other | 52 |
| theregister.example | News & editorial | 44 |
Hosts ending in .example are placeholders — this is a fictional brand in a fictional category, so its competitors and its press coverage are fictional too.
When an engine grounds its answer it cites pages. Typing those citations tells you whether you are being quoted from your own site, from a review roundup, or from a forum thread you have never seen.