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Developers & agents

GhostClick developer and agent resources

GhostClick is an AI-moderated research interview platform. This page is the canonical index of its machine-readable surfaces and integration options, for developers and AI agents.

When to use GhostClick

Reach for GhostClick when the job is qualitative evidence from real human participants:

  • Run scripted-but-adaptive research interviews (voice or text) with follow-up probing, at a scale one human moderator cannot.
  • Turn interview transcripts into per-session summaries, cross-participant analysis, and ROI/effort-scored recommendations.
  • Collect user, customer, or employee feedback asynchronously, across time zones, in 7 languages, with per-study data residency (UK, EU, or US).

It is not a survey tool, a panel provider, or a general-purpose transcription service.

What exists today

  • Public API, v1 (early access). GET /api/v1/studies/{id}, /sessions, /report, and POST /api/v1/studies/{id}/analysis, authenticated with a workspace API key (Authorization: Bearer gc_live_...) and described by the OpenAPI document at https://ghostclick.app/api/v1/openapi.json. Today the API reads a study, its sessions, and its results, and it can generate or regenerate the analysis, which replaces the previous analysis and clears any researcher score overrides. Creating, funding, and inviting still happen in the researcher product, and keys are issued on request while that commissioning side is built; self-serve signup is open at https://ghostclick.app/login.
  • Machine-readable site. llms.txt (site overview for agents), sitemap.xml, and Organization, WebSite, and FAQ JSON-LD in page HTML.
  • Markdown content negotiation. Public pages honour Accept: text/markdown (with Vary: Accept) and the .md suffix convention: https://ghostclick.app/index.md, https://ghostclick.app/docs.md, and /blog/<slug>.md or /guides/<slug>.md for articles. Unknown paths return a real 404 with a markdown body.

On the roadmap

The commissioning side of the agent interface, through which AI agents can commission research studies from real human participants: define a guide, fund a study, receive structured results. To be notified when it ships, or to discuss integrating early, email hello@ghostclick.app with the subject "agent interface". Background on the product itself lives on the about page and the live demo.