Queries, pages, performance
Agents + CLI
Search growth your agents can execute.
DemandFind keeps the UI useful for humans while exposing opportunities as structured data for agents, CLIs, and internal automation.
GET /api/opportunities/:id
{
"id": "1-low-ctr-best-ai-photo-restoration",
"query": "seo agent workflow",
"page": "https://recolorlife.com/",
"impressions": 310,
"clicks": 0,
"ctr": 0,
"position": 13.8,
"suggestedAction": {
"type": "rewrite_snippet",
"validation": ["title", "meta", "h1"]
}
}- recolorlife.comGET /api/opportunities/:idStructured opportunity detail
- bestdatingphotos.comquery, page, metrics, action, validationReady for CLI and Markdown
- bestdatingphotos.comOne search task with evidenceNo generic content brief
On-page and technical checks
Competitor signals
Docs and reports
Why it matters
SEO agents without another passive report.
Give agents the same evidence humans see
Every opportunity includes the query, page, metrics, suggested action, and validation context.
Keep the browser UI as the customer surface
Use the DemandFind app to feel the workflow, then move repeatable steps into CLI and agent flows.
Avoid autonomous sprawl too early
The product stays API-first until the workflow deserves durable agent orchestration.
Workflow
From evidence to action.
- 01
Sync Search Console evidence.
- 02
Select an opportunity in the app.
- 03
Fetch the JSON detail in an agent or CLI.
- 04
Generate implementation notes and validation checks.