AI visibility workflows for the teams behind your brand.

Each team asks a different question of the same evidence. Use tracked answers and website findings to explain a result, choose what to investigate and agree on the next step.

Agencies: client reports that hold up to questions.

Report on a defined prompt portfolio with clear measurement rules and the underlying answers in view. Explain what changed, which questions were covered and what remains uncertain.

Turn findings into specific proposals, such as correcting a product explanation or investigating a repeatedly cited source.

AI Visibility
Visibility64%+26 pp
Share of voice31%+9 pp
Owned citation rate29%+11 pp

Based on 168 of 168 expected answers across 4 engines. Change compares with the run on Jul 8.

Over timeVisibility
YouBrelovantaFlevorynthQuorivaleTessmark

Example trend: Zernovelle rises from 38% to 64% visibility across seven runs while Brelovanta slips to 58%.

Brand and competitorsHow often each brand is named, across the same answers.
BrandVisibilityPositionShare of voiceCitations
ZernovelleYou64%#131%29%
Brelovanta58%#228%22%
Flevorynth42%#320%14%
Quorivale27%#413%9%
Tessmark18%#58%6%
1–5 of 5 brands

In-house teams: one view for content and web.

Review the questions where your brand appears, the sources behind those answers and the website findings worth investigating. Decide together what to improve.

Observed visibility stays separate from referral traffic and commercial outcomes, so internal reports do not mix them.

Site Health
AEO readiness7884 of 86 pages checked
Findings21across 4 issue groups
Needs review3unresolved checks kept visible
Issue groupsLatest crawl
  • Indexing blocked by noindex2 pages
  • Invalid structured data syntax4 pages
  • Missing canonical reference6 pages
  • Missing H1 heading9 pages
AI crawler accessrobots.txt
  • OAI-SearchBotAI searchAllowed
  • GPTBotTrainingBlocked
  • ChatGPT-UserUser fetchAllowed
  • Google-ExtendedTrainingAllowed

Founders: see whether AI engines recommend you.

Start with a limited AI visibility trial and inspect the collected answers and competitor observations. Discuss broader diagnostics and content workflows in a demo.

Answer record
ChatGPTTracked prompt · Comparison stage · Sep 19

Which workflow platforms support multi-team operations?

Platforms in this category include Zernovelle, Brelovanta and Flevorynth. Zernovelle’s documentation describes shared workflows and configurable approval stages1. An independent comparison lists cross-team coordination as a deciding criterion2.

Brand mentioned · position 1 Owned source cited
Cited sources2 references
  • Platform documentationzernovelle.example/platformOwned
  • Workflow platform comparisonfieldnotes.example/automation-guideEditorial

Ecommerce: the product questions buyers ask.

Start with use cases, compatibility, selection criteria and product limitations. Review how those questions are answered and whether your own pages explain them clearly.

Use source analysis and page-level checks to choose focused improvements to product, category or buying-guide content.

AI Shelf
AI ShelfCategory · Daypacks · 24 buyer prompts
Product visibility46%of measured answers
Share of shelf22%ordered answers only
Which daypacks suit a short hike?Explicitly ordered answer
  • 1Trail Pack 28LZernovelleYour product
  • 2Summit DaypackBrelovanta
  • 3Ridge 25Flevorynth

PR and communications: how your brand appears in answers.

Inspect cited domains and pages in their answer context. Available retrieval evidence can support an investigation. It does not prove why an engine selected a source.

Sources
DomainsURLs130 citations across 42 prompts
DomainTypeCitations
zernovelle.exampleOwned38
reviewdesk.exampleReview31
fieldnotes.exampleEditorial26
discuss.exampleCommunity19
brelovanta.exampleCompetitor16

See the workflow that matches how you are measured.

Each team reads the same evidence differently. We will walk through the view your team reports on.