VisibleOps measures supported AI-answer surfaces and assembles relevant public buyer conversations into evidence-backed recommendations. Paid audits are founder-reviewed; free samples are automatic.
THE VISIBLEOPS WORKSPACE
VisibleOps connects AI visibility, public buyer conversations, competitive evidence, and founder-reviewed recommendations in one workspace.
Not another pile of mentions. A traceable path from the question a buyer asks to the evidence behind it and the action you can take next.
See whether ChatGPT, Perplexity, and Gemini mention your brand for the questions real buyers ask.
Measured answers, brand absences, and checks that could not be reached stay separate — so a technical failure is never presented as a visibility loss.
Surface public conversations where people are actively evaluating options, describing a problem, or asking for recommendations.
VisibleOps prioritizes buyer intent and supporting evidence instead of producing an unfiltered social-listening feed.
Organize demand around the recurring questions buyers ask before choosing a product.
You see which questions deserve a landing page, comparison, sales answer, community response, or deeper research.
Connect buyer questions, objections, competitors, channels, and opportunities in one view.
Instead of isolated charts, you get a map of why alternatives appear, where demand lives, and where your brand is missing.
Trace important findings back to their public source, excerpt, date, and relevance explanation.
The report remains reviewable and auditable rather than asking the customer to trust an unsupported AI summary.
Turn the strongest findings into ranked actions for content, positioning, distribution, and customer conversations.
VisibleOps moves beyond measurement and explains what to do first, why it matters, and which evidence supports it.
Beta. Turn recommendations into controlled experiments and confirm the business facts they depend on.
A suggestion cannot quietly become an executable change when its assumptions have not been confirmed by the customer or founder.
Prepare context-aware reply drafts for relevant public discussions.
Every draft stays connected to its source and passes human review. VisibleOps never auto-posts on the customer’s behalf.
AI-assisted. Evidence-backed. Paid audits human-reviewed before delivery.
Automation performs the repetitive research. A reviewer checks the evidence, removes weak conclusions, and approves the final report.
Read from public sources
Public sources only. VisibleOps has no partnership with, or privileged access to, any of these services — it reads what anyone can read, and names what it could not reach.
EVERY SIGNAL. ONE VIEW.
VisibleOps connects the conversations, recommendations, and competitive shifts your team would otherwise find too late.
Public discussions are checked for relevance and readability before they count. Verified conversations and context-fit destinations become the Market Map — and the two never blur into one number.
How the map is builtEvery claim opens to the page, answer or discussion behind it — with the exact count, the denominator it was counted against, and the date it was measured.
See the evidence in a sampleIllustrative example · public discussion
“We moved off it because setup needed a warehouse.”
Counts from the public sample report, not a live measurement.
A completed run is not automatically client-ready. Unsupported claims and material evidence gaps hold a report back for review, and release is a recorded decision — so “Ready” means something.
What the review gate checksReady
The publication decision released it, on a date.
Held for review
A finished run is not automatically a delivered report.
Buyer questions, measured answers, conversations and source evidence stay connected to the action they support.
Map buyer intent
We turn your product, audience and category into the questions buyers ask before choosing.
Measure demand and visibility
Supported AI answers and relevant public conversations are kept in their exact measured states.
Connect evidence to reviewed action
Recommendations retain their source evidence and stay behind human approval.
Choose the path that fits your business.
For B2B, B2C and product-led SaaS and software companies. Find the Reddit, Hacker News, X/public web and forum conversations where buyers ask about problems your product solves — start with the free sample, or order the full founder-reviewed audit.
Start with your storefront URL. VisibleOps prepares a storefront-aware demand audit and finds public conversations around your category, product type, buyer questions, and objections where available.
We never post for you. You stay in control.
Paid audits founder-reviewed
No autoposting
No bot accounts
No fake engagement
Platform-risk notes
Start free, go deeper with a one-time audit, or keep it running.
A reduced, automatic sample — its own mini report, not the full audit.
One free sample per person and company
A complete, founder-reviewed audit with evidence, recommendations, and an action plan.
First 10 paid audits
A custom engagement service on top of the full audit, scoped with the founder before any commitment.
per month, starting point · by agreement
Questions before you start?
We're here to help you get the most out of VisibleOps.