AI Search visibility
Understand how your brand appears across AI search.
Organic growth operations now covers surfaces that do not return ten blue links. OMNISTRIQ is being built to measure brand and competitor presence in answers from ChatGPT, Google AI, Gemini and Perplexity, explain the gaps, and turn them into evidence for a specific change on your own site.
What this is not
Nobody controls what an answer engine says.
OMNISTRIQ does not promise a position inside a generated answer and does not claim deterministic control over any AI surface. What it is designed to do is measure, explain and act — the same discipline it applies to classic search.
- Measure
- Understand
- Act
- Measure
- Sample a fixed prompt set on each named surface at a stated frequency. Methodology on screen, always.
- Understand
- Compare your presence with competitors’ and with the pages each surface actually cites.
- Act
- Propose the change on your site most likely to close a gap — as a Change Set, reviewed and measured like any other.
| Surface | Prompts with brand cited | Top competitor cited |
|---|---|---|
| ChatGPT | 6 / 25 | 11 / 25 |
| Google AI | 9 / 25 | 10 / 25 |
| Gemini | 4 / 25 | 9 / 25 |
| Perplexity | 8 / 25 | 12 / 25 |
Illustrative demo data. Citation rate is the primary planned metric — a composite “AI visibility score” hides the mechanism.
Planned measurements
Named surfaces, specific measurements.
Surfaces are always named individually — ChatGPT, Google AI, Gemini, Perplexity — never collapsed into “AI search” when a specific engine is meant. The list below is the capability set OMNISTRIQ is being built to provide.
- Brand mentions
- How often, and in what context, the brand is named in answers to a fixed set of tracked prompts.
- Competitor mentions
- The same measurement for each tracked competitor, on the same prompts, at the same sampling frequency.
- Citations
- Whether an answer cites a source at all, and whether that source is you.
- Cited URLs
- Which of your pages are being used as sources — and which pages you expected to see are absent.
- Source patterns
- The kinds of pages each surface tends to cite for your prompts: guides, category pages, comparison pages, third-party reviews.
- Prompt visibility
- Per-prompt presence over time, so a template change or a competitor move can be seen as a step in the line.
- Visibility gaps
- Prompts where competitors are cited and you are not, ranked by commercial relevance rather than by count.
Product names above identify third-party services for descriptive purposes only. No partnership or endorsement is implied.
Know what to change.Ship it.Prove it worked.
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