Marvedo identifies technical issues, reveals content gaps against competitors and prepares sourced drafts. Know what to work on to improve your visibility in Google and AI answers.
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Illustrative product views
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From analysis to implementation
Follow a comparison page: a finding in search data becomes a content suggestion. Review the suggestion, then compare two periods for the same page.
Your page gets impressions, but do people click? Marvedo examines the Search Console data you share alongside your page to identify a starting point.
Aug 1 – Aug 28 2026 · Change compared with the previous 28 day total.
Marvedo suggests text for a missing explanation. Compare it with the existing content and decide with a clear view of what would change.
Move the divider to compare two equal periods for the same page. See how clicks changed. An increase alone does not prove which change caused it.
Same page, same query
Visitors searching for a project management tool for teams.
Equal periods, same scale
Two 28-day periods, both showing 0–8 daily clicks.
Drag the divider or use arrow keys to move 5%, or Shift for 10%. Home shows the full After Marvedo view; End shows the full Before Marvedo view.
Fictional product scenario. In the previous 28 days 108, in the following 28 days 142 clicks. Both charts use the same zero-to-eight scale. Not a customer result or a guarantee.
AI visibility
Illustrative measurement · Google and AI
Aug 1 – Aug 28 2026
Aug 1 – Aug 28 2026 and Jul 4 – Jul 31 2026 are compared. All figures are fictional product illustrations, not customer results. Card changes compare against the previous 28 days.
Google query: “project management tool for teams”. The chart shows daily clicks. Google impressions are a separate metric and are not added to clicks.
The AI example examines four answers to the same question each day. A cited answer links to the example page. The citation-rate 34 / 112 = 30.4%. %40 target is illustrative only. Rate differences use percentage points; count differences use percentage change.
| This period | Clicks | Previous period | Clicks |
|---|---|---|---|
| Aug 1 | 3 | Jul 4 | 2 |
| Aug 2 | 4 | Jul 5 | 3 |
| Aug 3 | 3 | Jul 6 | 4 |
| Aug 4 | 5 | Jul 7 | 3 |
| Aug 5 | 4 | Jul 8 | 4 |
| Aug 6 | 5 | Jul 9 | 3 |
| Aug 7 | 4 | Jul 10 | 4 |
| Aug 8 | 4 | Jul 11 | 4 |
| Aug 9 | 5 | Jul 12 | 3 |
| Aug 10 | 4 | Jul 13 | 5 |
| Aug 11 | 5 | Jul 14 | 4 |
| Aug 12 | 5 | Jul 15 | 3 |
| Aug 13 | 4 | Jul 16 | 4 |
| Aug 14 | 6 | Jul 17 | 4 |
| Aug 15 | 5 | Jul 18 | 3 |
| Aug 16 | 5 | Jul 19 | 4 |
| Aug 17 | 6 | Jul 20 | 5 |
| Aug 18 | 5 | Jul 21 | 3 |
| Aug 19 | 6 | Jul 22 | 4 |
| Aug 20 | 5 | Jul 23 | 5 |
| Aug 21 | 5 | Jul 24 | 4 |
| Aug 22 | 6 | Jul 25 | 4 |
| Aug 23 | 7 | Jul 26 | 3 |
| Aug 24 | 5 | Jul 27 | 5 |
| Aug 25 | 7 | Jul 28 | 4 |
| Aug 26 | 6 | Jul 29 | 5 |
| Aug 27 | 6 | Jul 30 | 4 |
| Aug 28 | 7 | Jul 31 | 5 |
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