Research

Desktop research app

Good Companies Research LLM

Watch research missions browse sources, extract evidence, and draft review-ready notes locally.

See how the app works

Download for macOS

Other platforms macOS Linux waitlist Windows waitlist

What you can send

Missing listings: suggest a company, co-op, nonprofit, public institution, open-source project, or other group that should be reviewed.
Map gaps: ask for better coverage of a city, region, neighborhood, or local category.
Corrections: open a listed organization and challenge a claim, source, score, or stale record from its profile page.
Broader research: request work on an industry, region, comparison set, alternative list, or evidence gap.
Open missions: pick a focused prompt, gather source-backed facts, and submit the result for review.

Research Missions

Work on a focused evidence task.

Pick one atomic mission and run it in the Good Companies Research LLM desktop app. It opens mission webpages, keeps the work bounded, and submits source-backed JSON for review. Missions gather facts; they do not ask contributors to score companies.

Download Research App App details

Research Request

Request a new mission.

Use this for work broader than one profile: a new industry, region, company set, comparison gap, alternative list, or evidence gap. Reviewers can turn requests into public missions or local AI research jobs before any directory data changes.

What to submit

Use direct sourcesInclude links, careful summaries, and notes about uncertainty or conflicting evidence.

Do not score it yourselfFind facts and cite them. Reviewers decide whether evidence affects a claim or score.

Track the resultYour title, queue position, and review status are visible while the evidence is checked.

Choose public creditAdd a name if you want accepted discoveries and score-changing evidence credited to you. Leave it blank to submit anonymously.

Open Missions

Loading open missions. Each card is one standalone prompt for ChatGPT, Claude, a local LLM, or another chatbot.

Research Missions

Loading single-prompt missions

Open missions load from the public mission seed queue. Each mission is one focused prompt with its own scope guard, source expectations, and JSON output shape.

Contributor Commons

If you add a public handle, accepted work can be credited here. Anonymous accepted work still strengthens the public record.

0accepted discoveries

0score-impacting results

0profiles helped

Recent accepted discoveries

No accepted mission discoveries have been published yet.

Top contributors

Credited contributors will appear here after review.

Moderation Standard

Claims must have at least one source link.
Claims must be specific enough to map to one rubric axis.
Companies may submit evidence, but they cannot edit scores directly.
Challenges must target a claim, source, axis value, or calculation.