Product roadmap
Product roadmap
What is live, what we have promised, and what we are still exploring.
Visibility Mesh measures how well AI assistants can read a website, ranks what to fix, and scans again to show what changed. This page has three parts. The first lists what is live today. The second lists what we have promised by a date, and we keep those dates. The third lists what we are exploring, and we promise nothing about it, including when.
Last updated October 15, 2026
Live today
Everything in this list is merged, deployed and working for customers now.
- ScanFive scored areas for any public websiteEach finding names the page it came from and quotes what we read there.
- PortalYour websites, findings and history in one placeThe customer portal shows findings by area, the history of comparable scans and your reports as files you can download again.
- AI AnswersA check of whether AI assistants name youYou can run it up to 4 times a month.
- DeliverablesFour documents with each deep auditA report, a fix plan, a detailed audit and an executive deck.
- BenchmarkA public benchmark, measured every monthOn October 15, 2026 it covered 758 websites, and the median score was 44 out of 100.
- ShopifyThe Visibility Mesh app for ShopifyIt applies the changes you approve, with a preview before and an undo after.
Promised, with a date
Each date is the last day by which the item will be live, and most items will arrive earlier. Choose a milestone to see what it brings and what you can do with it.
Where we are today
Six things are live and listed above. Every milestone to the right is built on them, which is why we give dates for those items only.
By January 31, 2027
The first milestone makes the product easier to run every week and adds one more assistant to the check.
- Gemini joins AI AnswersThe check covers a third assistant that your customers use.You can see whether Gemini names your business.
- AI Answers runs every month on its ownNobody has to remember to start the check.You open the result instead of starting it.
- A "Fixed and verified" viewIt lists the fixes that a later scan confirmed on the page.You can show your team which fixes held.
- A websites list sorted by needThe website that needs attention most appears first.You start the week on the right site.
By March 31, 2027
The second milestone adds history, so you can see movement over time.
- A history of AI Answers runsIt shows a share of voice figure that always states its base, for example "6 of 20 answers named you".You can see whether you are named more often than last month.
- Trend lines on the public benchmarkThey appear once four monthly measurements exist.You can see where the median score is heading.
By June 30, 2027
The third milestone is about comparison and about agencies.
- A comparison with up to 3 competitors you nameThe same AI Answers question is asked about them.You can see who the assistants name besides you.
- White label reports and decksThey are for agency accounts.Agencies can send our documents under their own name.
If an item is going to miss its date, we change this page at least 14 days before that date and we say why. A roadmap that only promises what is already designed is shorter than most, and we consider that a feature.
Exploring, with no date
We promise nothing in this list, including the order.
- Buying single parts of the platform separately, at a lower price than the whole.
- Smaller Shopify apps that each do one job.
- A badge for your own site that shows your latest score and its date.
- A button that rechecks one fix right after you make it.
- Performance and accessibility signals, shown as signals and never as a compliance verdict.
- Topic gaps and internal link plans, each with the exact anchor text and the page it points to.
- A map of your entity and structured data.
- Coverage of Google AI Overviews, only if we can measure it fairly.
- Approved changes for WordPress sites.
- A portal for agencies that manage many clients.
How we decide
Requests from customers move items up the list. Anything that changes your website waits for your approval first. We give a date only for work that is already designed or partly built, and we keep a buffer, because we would rather deliver early than explain a delay.
To ask for something or to move an item up, write to support@visibilitymesh.com.