Which company can support this decision without adding risk?
The answer gives weight to fit with the operating conditions, evidence a buying team can review, and a delivery boundary that remains explicit.
A market answer, made inspectable.
See what shaped the shortlist.
Start with one buying question. Follow the answer into the source, the boundary and the buying effect—then decide what deserves attention first.
Start with one buying question. Follow the answer into the source, the boundary and the buying effect—then decide what deserves attention first.
Yonaris public platform description · reviewed 27 Aug 2026 · The platform record covers the selected answer, its evidence and the conditions attached to that review.Sample workspace
Sample data for product demonstration only.
Coverage is limited to the selected market, language, engine, tracked prompt, observation target, and 30-day window.
Overview
- Answer presence
- 79%
- Share of Voice
- 35%
- Prompts
- 42
- Evaluations
- 3,120
30-day evaluation window
Runs approximately once per day.
Last updated within the displayed window.
Opportunities
Illustrative signals and review actions grounded in the observed prompt set.
Creation
Create a comparison brief
Illustrative signal The tracked question lacks a directly matched public comparison source.
Review action Review a source-backed comparison brief before publication.
Existing content
Review an existing evidence page
Illustrative signal A relevant public page needs an evidence and freshness review.
Review action Inspect the page against the selected observation boundary.
Outreach
Review independent comparison surfaces
Illustrative signal Independent comparison surfaces appear in the observed evidence set.
Review action Confirm an eligible third-party surface before outreach.
Social
Review community conversations
Illustrative signal Community conversations are part of the evidence surfaces selected for review.
Review action Review an authentic, disclosed participation opportunity.
Query Fan-Out
One tracked prompt followed by de-identified web-query rewrites observed for the selected engine and target.
Tracked prompt
What should a buyer compare before choosing an analytics partner?
Rewritten web query
analytics partner evaluation criteriaAdded Adds evaluation criteria to the buying intent.
compare analytics partners for buyer decisionsPreserved Preserves the analytics-partner comparison intent.
analytics partner evidence by selected market and languageBoundary Applies the selected observation boundary to the rewrite.
Make one market judgment clear enough to act on.
The point is not another score. It is an inspectable decision with a visible source and boundary.