AI visibility chart annotation, so every change has a reason
Proofsource puts a marker on your AI visibility chart wherever a fix went live, and lets your team add notes, including straight from Slack. Shared reports draw the same fixes, notes and model changes as the dashboard. It is for marketers and agencies who need to explain why ChatGPT, Perplexity or Claude visibility moved, without a separate change log.
| Week | Marker | What happened | Added by |
|---|---|---|---|
| Week 4 | Fix live | Otter comparison page published | Proofsource |
| Week 7 | Note | Product Hunt launch | Priya |
| Week 8 | Model change | ChatGPT answers shifted | Proofsource |
AI visibility chart annotation, in short
The facts, ready to quote.
- Fix markers
- Placed automatically on the AI Visibility chart on the day a fix went live
- Notes
- Team notes on the chart, written as the member who added them
- From Slack
- A note command and a message action add chart notes from Slack
- Shared reports
- Draw the same fixes, notes and model changes as the dashboard charts
- Week list
- AI traffic shows each week's work from the same markers
- API
- Chart markers are available through the Proofsource API
What is a chart annotation for AI visibility?
A chart annotation is a small marker on a time chart that says what happened on that day: a page went live, a pricing change shipped, a press story ran, an AI model was updated. Without annotations a line chart shows that something changed but not why, and teams waste time reconstructing history from memory, tickets and chat threads.
AI visibility needs annotations even more than web analytics. Answers from ChatGPT, Perplexity, Gemini, Copilot and other AI engines shift for reasons on your side (a fix you shipped) and on theirs (a model change). Seeing both on the same chart is how you tell one from the other.
Proofsource adds a Fix live marker on the AI Visibility chart whenever a fix it tracks goes live, and anyone on your team can add a note, in the app or from Slack with a note command or message action. The same markers appear on shared reports and drive the week-by-week work list on AI traffic, so the story stays the same wherever people read it.
How it works
Markers on your AI visibility chart for every fix that went live and every note your team adds, including from Slack, carried into shared reports.
Ship a fix
When a tracked fix goes live, a Fix live marker appears on the AI Visibility chart for that day.
Add context as a note
Add a note for launches, campaigns or press so the chart explains itself later.
Or note it from Slack
Use the note command, or the message action on any Slack message, and the note lands on the chart under your name.
Share the same story
Shared reports draw the same fixes, notes and model changes, so clients see what your team sees.
See it in the product
Screens from the Proofsource app, drawn with sample data for an example brand.
/proofsource note Fathom alternatives guide published Note added to the Driffle chart by Priya, Sep 2
Or use the message action on any message to turn it into a chart note.
- Week 4: Otter comparison page went live
- Week 7: Product Hunt launch
- Week 8: ChatGPT model change
Every capability, live today
3 shipped capabilities behind AI visibility chart annotation, each in the product now.
Fix live markers
Markers on the AI Visibility chart where fixes went live, also available through the API. Shared reports draw the same fixes, notes and model changes as the dashboard charts.
Weekly work list
AI traffic lists each week's work from the same markers, so the timeline matches everywhere.
Chart notes
Add notes to your charts so changes are explained, from the app or from Slack with a note command and message action that write notes as the member who sent them.
Who it is for
Explain the line to a client
Point at the Fix live marker before the jump and the model change after the dip.
Log launches where they matter
Drop a note from Slack when coverage lands and see whether AI answers followed.
Keep one shared history
Everyone sees the same markers in the app, in reports and in the weekly work list.
Why it matters
Changes with reasons
Every rise or dip sits next to what shipped or what changed in the models.
Notes where you already talk
Add a note from Slack without opening the app.
One story everywhere
Dashboard, shared report and weekly work list draw from the same markers.
Google AI OverviewsGoogle AI Mode
AI visibility chart annotation: Proofsource and other tools
Annotations on AI visibility charts are newer than on web analytics; here is what each public page describes.
| Capability | Proofsource | Profound | Otterly.AI | Peec AI | Scrunch | Rankscale | Semrush |
|---|---|---|---|---|---|---|---|
| Change annotations on charts | YesFix live markers and team notes on the AI Visibility chart | YesLog site changes as chart annotationsSource | RelatedTrend charts with annotations added Oct 2026Source | Not listed | Not listed | Not listed | Not listed |
| Notes from Slack | YesNote command and message action write chart notes | RelatedTag Profound in any channel or threadSource | Not listed | Not listed | Not listed | Not listed | Not listed |
| Same markers in shared reports | YesShared reports draw fixes, notes and model changes | RelatedBuild shareable dashboards by describing the reportSource | RelatedPDF brand reports, document or presentation typeSource | RelatedClient read-only links open without loginSource | Not listed | RelatedPublic dashboard live permalinks, no account neededSource | RelatedCreate a shareable online dashboard from a reportSource |
| Explain why a metric moved | YesFix live markers, team notes and model changes sit on the chart | RelatedDrag a date range or ask AI Marketer why a metric movedSource | Not listed | Not listed | Not listed | Not listed | Not listed |
| Trend charts over a date range | YesMarkers on the AI Visibility chart for any range | Not listed | YesPresets and custom range; annotations added Oct 2026Source | YesDate filters such as last 7 days, trend chartsSource | YesPrompt analytics with trends, citations, competitors, rankingsSource | Not listed | Not listed |
Where each of them shines
Chart annotations for site changes plus an AI Marketer that helps investigate bot spikes. Compare in full
Alerts on changes in rank, citations and bot behavior so teams hear about shifts quickly. Compare in full
Rankscale offers public dashboard permalinks that need no account to open.
Semrush turns any report into a shareable online dashboard. Compare in full
Questions about AI visibility chart annotation
What is a Fix live marker?
It is a marker Proofsource places on the AI Visibility chart on the day a fix it tracks went live, so you can see visibility before and after that change.
How do I add a note from Slack?
Use the Proofsource note command in Slack, or the message action on any message. The note is written to the brand's chart as the member who sent it.
Do shared reports show the same markers?
Yes. Shared reports draw the same fixes, notes and model changes as the dashboard charts, so clients and colleagues read the same story.
What is a model change marker?
It marks a change on the engine side, such as a new model behind an assistant, so you do not credit or blame your own work for a shift the engine caused.
Which engines does the chart cover?
The AI Visibility chart covers every engine your plan tracks, up to 10 from ChatGPT and Perplexity to Gemini, Copilot and Grok.
Can I read markers through the API?
Yes. Chart markers are available through the Proofsource API for your own dashboards.
How is this different from Profound's chart annotations?
Profound also lets teams log site changes as annotations. Proofsource places fix markers automatically when tracked fixes go live, accepts notes from Slack and carries all of them into shared reports and the weekly work list.
Keep exploring
Try it on your own brand.
Proofsource is live: scan your brand and see AI visibility chart annotation at work with your own answers, competitors and sources.
Google AI OverviewsGoogle AI Mode