Find the patterns that run through a stack of annual reports
Read one annual report and you learn about a company. Read twenty from the same sector, or ten years from one company, and different things surface: the risk every board started naming in the same year, the strategy word that spread through a sector, the promise that returns every year without a result attached. Upload the set to a Search+ workspace, ask for themes, then trace each theme back to the reports and pages that carry it.
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Last updated October 2026
How to find themes across annual reports
- Assemble the set you want to read across
Upload the annual reports, mostly PDFs, in as many batches as the set needs; early years that exist only as scanned print editions can join them, because Search+ reads scans with OCR. A useful set has one clear shape: one company over many years, or several companies in one sector for the same year.
- Set the lens in Workspace Context
Describe what you are looking for, for example "I am studying how retailers talk about supply chain resilience; name the company and year for every point and quote the original wording". The lens then shapes every answer.
- Ask for themes, then trace each one
Start broad, such as asking which risks recur across the set, and then follow each theme with its own question. Citations show which reports and pages a theme rests on, so a pattern carried by one report stands out from one carried by all of them.
Cross-report questions to ask
Across these sector reports, which principal risks appear in most of them this year, and which first appeared only recently?
Which strategic priorities or phrases do most of these companies use, and how does each one describe what it means in practice?
Over these ten years of one company's reports, which commitments or targets are repeated year after year, and is a result ever reported?
On the outlook for demand, which of these companies sound confident and which sound cautious, quoting each?
What reasons do these reports give for margin pressure, and which reasons are cited by more than one company?
What to look for across a set of annual reports
A theme matters when it shows up across many reports or many years, not when one report mentions it at length. Ask which reports in the set raise a point, and check the citations to see how widely it is shared.
In a run of years, the report where a risk, a segment or a target first appears often marks a change in thinking. Ask when a theme first shows up and read that passage.
Terms such as resilience, transformation or sustainable growth are used loosely. Compare how each report defines or backs up the term before treating it as one shared theme.
Some statements return every year with no measured result. Ask whether later reports report progress against an earlier commitment.
Where companies in one sector read the same conditions differently, the contrast is itself useful. Ask for the spread of views, not just the consensus.
Search+ finds themes and repeated claims across a set of documents and traces a claim to the passages that support it, with citations to each report.
Kinds of theme across annual reports
| Theme type | An example | A question to ask Search+ |
|---|---|---|
| Shared risk | Several companies add the same new principal risk in one year | Which principal risks appear in most of these reports? |
| Strategy language | A phrase spreads across a sector's chair letters | Which strategic phrases recur, and how does each company use them? |
| Repeated commitment | A target restated each year without a result | Which commitments repeat across the years, and is progress reported? |
| Divergent outlook | Peers describing the same market in opposite terms | Which reports are optimistic about demand and which are cautious? |
| Common explanation | Many reports blame the same cost for lower margins | Which causes of margin change are cited by more than one company? |
| Quiet exit | A theme that fades from later reports | Which topics prominent in early reports are absent from recent ones? |
What theme-finding in Search+ is
Theme-finding is asking Search+ in chat what recurs, repeats or conflicts across the annual reports in a workspace. The answer names each theme with inline citations to the reports and passages behind it, and you can trace any theme further with a follow-up question.
Questions about themes across annual reports
How many annual reports should go into one theme search?
Can it tell me when a risk first appeared in a company's reports?
Does it count how often each theme appears?
Can it spot where companies in a sector disagree?
Is a sector theme a signal to invest or sell?
Could it invent a theme that is not really there?
Read the set, not just the report
Start a workspace, upload a sector's annual reports or a decade of one company's, and ask what keeps coming back.
Start a workspace