Optimly · Example report
See what AI says.
Know what to do next.
A real look at Optimly’s AI Visibility report and the recommendations it generated.
01 · Understand the answers
AI Visibility
The app’s Summary screen, with its Question Analysis and Sources tabs. The capture below is static.
What the report found
The most material limitation is coverage: provider failures removed a substantial set of cells, including the Gemini results, so this run cannot establish how that model perceives Optimly. Endorsement is also absent in the evaluated generic buying contexts, even where the underlying problem description closely matches Optimly’s capabilities.
Visibility — Low · 2 of 28 unbranded answers mention you.
Positioning Strength — Medium · Your alignment score was 45%.
Endorsement Strength — Low · 0 of 28 unbranded answers recommended you.
Partial data — excluded: 22 failed cells (provider errors). These results reflect the questions and available models tested, not all AI conversations.
02 · Act on what you learn
Recommendations
Three actions generated from report v2. In the app, each opens in a detail panel with the action, reasoning and suggested copy.
REC-1 · report v2
Publish a transparent AI brand comprehension measurement methodology and sample reportMedium effort · To do
What to do
Create a crawlable methodology page and downloadable/sample report that explains exactly how Optimly tests AI answers against approved brand information: question selection, models tested, answer review, description-accuracy assessment, recommendation-frequency measurement, dates, and sample size.
Why we recommend this
On unbranded questions about measuring whether AI recommendations reflect a company’s offerings, benchmarking answers against approved facts, and auditing AI descriptions, the answers often describe a source-of-truth-and-testing process that maps to Optimly’s offer without naming it. Branded answers show models can explain Optimly accurately.
Suggested copy
Optimly measures how AI models describe and recommend your brand by testing defined questions across models and comparing observed answers with owner-approved brand information. Reports show the questions, models, dates, sample size, answer evidence, description accuracy and recommendation frequency. Measurement reveals what was observed; it does not guarantee retrieval, citation, recommendation or revenue.
REC-2 · report v2
Publish Brand Index retrieval and provenance documentation for agent buildersMedium effort · To do
What to do
Publish a dedicated technical explainer for Brand Index aimed at developers and agent builders. Show how agents discover and retrieve structured brand information, what fields a record contains, and how sourced information differs from an owner-reviewed and published BrandVault record.
Why we recommend this
The generic question about retrieving structured, verified business information did not connect the need to Optimly, and answers instead pointed to broad APIs, directories, and general authoritative sources. Yet the generic “brand index for AI agents” question did identify Optimly with strong alignment.
Suggested copy
Brand Index helps AI agents discover and retrieve structured brand information. Records distinguish information sourced from public materials from information reviewed and published by a verified owner in BrandVault. This gives agents useful provenance when they need current business context, without treating publication as a guarantee of any model’s future response.
REC-3 · report v2
Publish a claim-to-publish BrandVault walkthrough for owner-approved brand recordsLow effort · To do
What to do
Create a practical walkthrough that follows a brand from claiming a record through ownership verification, preparing updates to facts, products, pricing and positioning, owner approval, and publication. Make the free starting point clear, and show what an approved record does and does not do for AI agents.
Why we recommend this
Generic questions about free owner-controlled profiles, verifying ownership and publishing updates, and publishing an owner-approved record produced conceptually related answers but no Optimly mention.
Suggested copy
With BrandVault, a brand owner can claim its record, verify ownership, prepare updates to facts, products, pricing and positioning, and publish only after approval. BrandVault is free to claim and publish. An approved record makes current owner-reviewed information available to AI agents; it does not guarantee that every agent will retrieve, cite or recommend it.
Recommendations are generated suggestions for review, not completed work or promises of improved ranking or retrieval.