Most SEO reports are a page of charts that nobody acts on. A useful report is short, compares like with like, separates what you control from what you are waiting for, and ends with decisions.
Short on time? Comppound does this work for SaaS companies. AI-native, and a person reviews every page.
Have us do itWhat shipped
Start with output: pages published, refreshed and fixed this month, against the plan. This is the part you fully control, and it explains everything below it.
Leading indicators
Leading indicators move first: impressions and average position for the target searches of new pages, indexing of new pages, and whether you are named in the AI answer checks. They tell you whether the work is on track before traffic shows it.
Comppound can do this for you
Want the reporting done for you?
Comppound sets up Search Console, GA4 and AI visibility tracking, ties organic traffic to sign-ups and sends a one-page report each month with what shipped and what comes next.
- Tracking set up and tested
- Organic and AI traffic tied to sign-ups
- A monthly report that leads to decisions

Lagging indicators
Then clicks from non-branded searches, sign-ups and demos with an organic first touch, and AI referrals. Compare with the same month last year as well as last month, because SaaS search is often seasonal.
Decisions
End with three to five decisions, each with an owner. A report without decisions is a record, not a tool.
Worked example · an illustration, not a client result
The outline of Tallyroom's report
Tallyroom's report fits on one page and takes about an hour to put together from Search Console, analytics, the CRM and the AI visibility sheet.
| Section | Source |
|---|---|
| Shipped vs plan | Content calendar |
| New pages: indexed, impressions, position | Search Console |
| Named in AI answers | Monthly AI question sheet |
| Non-branded clicks, organic sign-ups and demos | Search Console, CRM |
| Decisions and owners | The team |
Do it yourself
Draft next month's report
- 1Copy the five sections above into a one-page document.
- 2Fill in what shipped against the plan.
- 3Add leading indicators for pages published in the last three months.
- 4Add non-branded clicks and organic first-touch sign-ups, with year-on-year comparison.
- 5Write three decisions with owners.
Free tool for this: Organic traffic value calculator, Free AI visibility report
Common mistakes
Reporting totals only
Total traffic hides whether new pages are working. Report on the pages and searches you worked on.
Mixing branded and non-branded
Branded growth comes from everything the company does. Keep it separate.
No decisions
If nothing changes as a result of the report, it was not worth writing.
Rather not do it yourself?
Want the reporting done for you?
Comppound sets up Search Console, GA4 and AI visibility tracking, ties organic traffic to sign-ups and sends a one-page report each month with what shipped and what comes next.
- Tracking set up and tested
- Organic and AI traffic tied to sign-ups
- A monthly report that leads to decisions
Questions
Whatever the team already opens. A shared document often works better than a dashboard nobody visits.
Months for new pages. That is why leading indicators lead the report.
Key terms
- Leading and lagging indicatorsLeading indicators move early and predict results; lagging indicators confirm results after the fact. SEO reporting needs both.
- Key performance indicatorA key performance indicator (KPI) is a metric chosen to show whether a team or initiative is meeting a specific goal, such as organic sign-ups per month.
- Year-over-year comparisonA year-over-year comparison measures a metric against the same period one year earlier, which removes most seasonal swings from the reading.
- Search SeasonalitySearch seasonality is the regular rise and fall in searches for a topic across the year. Knowing it helps you time content and read traffic changes correctly.
- AI Share of VoiceAI share of voice is how often your brand appears in AI answers for a set of prompts, compared with how often your competitors appear.
- Organic TrafficVisits that arrive from unpaid search results, as opposed to ads, email, social or direct visits. The raw material SEO turns into customers.