MARKET RESEARCH

Earnings Competitor Discovery and Watchlist Builder

Researches a market segment to find public companies that report earnings, verifies each has accessible transcripts.

CategoryMarket Research
Enginesim
Difficultybeginner
Triggermanual
Steps6
Setup~5 min

How it runs

The automated pipeline, trigger to output.

  • TriggerManual run with market segment
  • ActionResearch public competitorsPerplexityPerplexity
  • ActionVerify transcript availabilityBraveBrave Search
  • LogicDrop private or transcript-less candidates
  • ActionNormalize names, tickers, tagsOpenAI
  • OutputSeed deduplicated watchlistCodaCoda

What it does

Given a market segment you name, it discovers public competitors, confirms each one actually publishes earnings-call transcripts, and seeds a clean, deduplicated watchlist into Coda. This is the setup step that feeds the recurring transcript miners.

When to use it

Run it once when you enter a new market or expand coverage, instead of hand-building a competitor list. Re-run it occasionally to catch newly public entrants in your space.

How it works

  1. 1You trigger the flow manually with a market segment description.
  2. 2Perplexity researches the segment and returns candidate public companies with tickers.
  3. 3Brave Search confirms each candidate has a findable, recent earnings transcript and captures the source domain.
  4. 4A logic step drops private companies and any without accessible transcripts.
  5. 5OpenAI normalizes names, tickers, and segment tags into a consistent schema.
  6. 6New, deduplicated competitors are written to the Coda watchlist table.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect PerplexitySearch-grounded answers with citations.
  2. 2
    Connect Brave SearchWeb, news, image, video search.
  3. 3
    Connect OpenAIModels, embeddings, files.
  4. 4
    Connect CodaDocs, packs, automations.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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