THEMES ACROSS EARNINGS CALL TRANSCRIPTS

Find the themes running through a season of earnings calls

One call tells you about one company. A stack of calls from a sector or a run of quarters tells you what executives keep coming back to: a cost that everyone blames, a phrase that spreads from company to company, an analyst worry that never goes away. Upload the transcripts, in PDF or Word form, give the workspace a lens, ask for the themes, and then trace each one to the passages that support it.

Start a workspace Read about earnings call transcripts

Creating an account needs no payment.

Last updated October 2026

How to find themes across earnings calls

Upload the set you want to read as a group
Choose a deliberate set: every company in a peer group for one quarter, or eight quarters of one company. Put every transcript in the set into a single workspace, PDF and Word files alike, and keep calls outside the set in a different one.
Set the lens in Workspace Context
Describe what you are looking for, such as "I am tracking how consumer-facing companies describe spending by lower-income customers; name the company and quarter for every point." Every question in the workspace then follows that lens.
Ask for themes, then trace each one
Start broad: "What themes recur across these calls?" Then take each theme in turn and ask which calls mention it and what was said, opening the citations to confirm the theme is in the text and not an impression.

Cross-call questions to ask

Shared headwinds

Which headwinds are mentioned by more than one company in this set, and how does each describe them?

Spreading phrases

Is there a phrase or framing, such as a particular way of describing the consumer, that appears across several of these calls?

Persistent analyst worries

Over these eight quarters, which topics did analysts raise in most of the Q&A sessions?

Disagreement

Where do executives in this peer group describe the same market conditions differently?

Emerging topics

Which topics appear only in the most recent calls and not in earlier ones?

Supporting evidence

For the theme about inventory reduction, list each call that discusses it and quote the relevant sentence.

What to look for across a set of earnings calls

Recurring explanations

When several companies reach for the same reason, such as weather, currency or a slow order environment, it is worth knowing whether that reason is shared or whether one company leans on it more than its peers do.

Topics analysts will not let go

An issue raised in the Q&A on call after call signals lasting uncertainty. Tracking it across the set shows whether management's answers settled the question or kept it open.

Contradictions within a sector

Two companies selling into the same market can describe its health very differently. A theme search that surfaces disagreement is often more useful than one that surfaces consensus.

Absence as a signal

A topic that featured heavily in earlier calls and then stops being mentioned can be as telling as a new one. Ask directly which themes faded over the period.

Themes with citations

Search+ can find themes and repeated claims across the documents in a workspace, and you can trace any claim back to the passages that support it. With a long stack of calls, Deep Analysis (beta) offers another way to ask for a synthesis across all of them, still answered with citations.

Kinds of themes in earnings calls, with a question for each

Theme type	An example	A question to ask Search+
Shared headwind	Several companies cite higher input or freight costs	Which calls name input costs as a headwind, and how severe do they say it is?
Recurring analyst concern	Repeated questions about a delayed product	On how many of these calls was the product delay raised in the Q&A?
Language that spreads	A new term for a customer behavior appears across a sector	Which companies use this term, and what do they mean by it?
Divergent views	One company sees demand improving while a peer sees it weakening	Where do these companies disagree about the state of demand?
Fading topic	A once-common subject stops appearing	Which topics were discussed in the earliest calls but not in the latest ones?
Strategic shift	Several companies start talking about cost programs	Which calls announce or discuss cost reduction programs?

What is theme-finding in Search+?

Theme-finding means asking Search+ in chat to identify patterns, repeated claims and disagreements across all the transcripts in a workspace. The answer lists the themes in prose with citations, and you then ask follow-ups to check how well each one is supported.

It is not a coded dataset, a sentiment score or a statistical text analysis. You get cited answers to read and verify, not a table of tagged passages.

Questions about themes across earnings calls

How should I choose which calls go into the set?

Decide on the question first. A peer group for one quarter shows what a sector is saying at a moment; one company over many quarters shows how its story evolved. Mixing the two in one workspace makes the themes harder to read.

Can I see which companies a theme comes from?

Yes. Ask for the theme with the company and quarter named for each mention. The citations open the passages from each transcript, so you can see whether a theme rests on many calls or just one.

Will it find the same idea described in different words?

Search+ matches passages by meaning, not only exact words, so a theme like softening demand can be found whether a company calls it caution, a slowdown or a pause in orders.

Can it show where executives disagree with each other?

Ask about disagreement directly, for example where companies describe the same market differently. The answer cites each side, and you can read both passages before drawing a conclusion.

Is a theme across calls a reason to trade the sector?

That decision is yours. Search+ helps you find and read patterns in what executives said; it does not provide investment advice or forecasts.

What if a theme in the answer is weaker than it sounds?

That can happen with any AI answer, which may overstate or miss things. Ask for every passage behind the theme and read them; if only one call supports it, it is a single remark, not a pattern.

Read the season, not just the call

Start a workspace, upload a set of transcripts, and ask what keeps coming up.

Start a workspace