MARKET RESEARCH

On-Demand Competitor Earnings Deep-Dive Agent

Ask the CEO agent about a competitor and it gathers their latest 10-Q and earnings call, researches market context.

CategoryMarket Research
Enginepaperclip
Difficultyintermediate
Triggerchat
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerChat request naming competitor and quarter
  • ActionIdentify filing, call, and market-context sourcesPerplexityPerplexity
  • ActionRetrieve filing and transcript textFirecrawl
  • ActionReason over material to build strategy-implications briefOpenAI
  • OutputWrite linked brief to Coda boardCodaCoda

What it does

Gives your team a chat-triggered analyst: name a competitor and the quarter, and the agent assembles their latest 10-Q and earnings-call material, layers in current market context, and produces a strategy-implications brief — what changed, why it matters to you, and the watch-items for next quarter — saved to your competitor board.

When to use it

Use it for ad-hoc deep dives ahead of a planning meeting, a board prep, or a competitive bid, when you want one thorough write-up on a specific rival rather than an always-on feed. It complements the scheduled trackers by going deep on demand.

How it works

  1. 1A chat message to the CEO agent names the target competitor and quarter.
  2. 2The agent uses Perplexity to identify the relevant filing and call sources and recent market commentary.
  3. 3Firecrawl retrieves the underlying filing and transcript text.
  4. 4The agent reasons over the material with OpenAI to build a strategy-implications brief.
  5. 5The finished brief is written to the Coda competitor-strategy board as a linked entry.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect PerplexitySearch-grounded answers with citations.
  2. 2
    Connect FirecrawlCrawl, scrape, structured extract.
  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.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.