There are two ways to be wrong about a search report and most reports manage both. One is treating a movement on tiny volume as meaningful. The other is treating a fall in clicks as a ranking problem when the ranking did not move at all and fewer people were searching.
Key takeaways
Impressions gate everything. Below a floor, nothing is reported however dramatic.
Compare against the same weeks last year, not just last week, wherever there is a year of data.
Position moving and clicks moving are different findings and are reported separately.
A theme can lose clicks while ranking identically. That is demand, not ranking.
A theme can gain impressions while losing position, which is usually a good thing.
Volume gates everything
Fig 1. How a theme’s movement is classified. The three branches lead to completely different actions, and a report that reduces them to one number cannot tell you which you are looking at.
App integration
Machine learning
Security & identity
Analytics
The three findings
What moved
What it means
What to do
Position
Your ranking changed
Look at the page and what else ranks now
Impressions, position steady
Demand changed
Nothing, or plan for a season
Clicks only
Your snippet is less appealing
Rewrite the title or description
The third one is the most actionable and the least reported. A theme whose position and impressions are unchanged but whose clicks have fallen twenty per cent is telling you that the same people are seeing you in the same place and choosing something else. That is a title tag, and it is a twenty-minute fix with a measurable result.
Seasonality
Week-on-week comparison is fooled by seasonality with complete reliability. A plumbing firm’s emergency callout theme triples in a cold snap and halves in July, and neither has anything to do with the site.
Fig 2. Why a single comparison window misleads. The same data supports three different conclusions depending on what it is compared against.
Machine learning
Management
Analytics
So where a year of history exists, the year-on-year comparison is the headline and the week-on-week is context. Where it does not, the report says so — “no comparable period last year” — rather than presenting a week-on-week figure as though it meant the same thing.
Position falling while impressions rise
The comparison that looks alarming and usually is not. A theme that starts ranking for a much wider set of queries will show more impressions and a worse average position, because the new queries are ones you rank badly for and did not appear for at all before.
That is normally good: more impressions and more clicks with a worse average position means you are reaching more people. The report says so explicitly when it sees that pattern, because the naive reading is that something broke.