Use the business calendar before explaining the chart
Compare periods that reflect the buying calendar as well as adjacent months. Tax deadlines, procurement cycles and conferences can alter demand independently of website changes.
Holidays, procurement cycles, events and service seasonality can affect B2B searches. They can also change the mix of questions asked. Compare relevant periods and record known calendar differences instead of using the previous month as the only benchmark.
A worked example
A hypothetical tax-advisory firm sees fewer compliance queries after a filing deadline while advisory questions remain stable. Describing the whole decline as poor SEO would confuse predictable demand timing with page performance.
How to apply it
- Identify recurring demand periods and exceptional events relevant to the offer.
- Compare year-over-year context where suitable data exists, without assuming last year must repeat.
- Separate service/query groups before recommending a content or budget change.
What the result can establish
A seasonal explanation remains a hypothesis unless the evidence supports it. Note changes in services, collection and site structure that weaken the comparison. Use the review to plan useful coverage before demand arrives rather than manufacture a smooth graph.
Reference: Google: Search Console performance report.