MARKET RESEARCH
Monthly Competitive Landscape Brief to Coda
Once a month, aggregates leaderboard movement plus web research into a structured competitive landscape brief and writes it as a formatted Coda doc the team can read and edit.
How it runs
The automated pipeline, trigger to output.
- TriggerMonthly schedule
- ActionPull full leaderboard with metricsHugging Face
- ActionResearch leading labs and modelsBrave Search
- LogicOrganize findings into landscape sections
- ActionDraft structured competitive briefOpenAI
- OutputPublish brief as Coda pageCoda
What it does
This workflow builds a polished monthly competitive landscape brief on the open-model ecosystem. It combines the month's leaderboard shifts with targeted web research on the leading labs, then drafts a structured narrative — top movers, emerging contenders, capability themes, and recommended models to evaluate — and publishes it as a Coda page formatted for easy reading and team annotation.
When to use it
Use it for recurring stakeholder reporting where a Slack ping is too thin. Good for strategy reviews, board updates, or research-team planning cycles that need a durable, editable document rather than a chat message.
How it works
- 1A monthly schedule starts the run.
- 2HuggingFace supplies the full leaderboard with the month's metrics.
- 3Brave Search pulls recent coverage on the leading models and labs.
- 4A logic step organizes findings into landscape sections.
- 5OpenAI drafts the full structured brief with headings and a recommendations list.
- 6Coda publishes it as a new formatted page in the research workspace.
Set it up
What you configure once, before turning it on.
- 1Connect Hugging FaceModels, datasets, spaces — the open-source hub.
- 2Connect Brave SearchWeb, news, image, video search.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect CodaDocs, packs, automations.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
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