How to Run Market Research on Product Hunt with OpenClaw

Product Hunt tracks thousands of product launches across every category — SaaS, dev tools, AI, productivity, and more. If you’re doing market research, it’s one of the best places to see what’s being built, what gets traction, and what falls flat. AgentPatch’s producthunt-search tool lets your OpenClaw bot query Product Hunt directly from chat.

The tool accepts a search query, an optional limit (1-20 results), and a sort order: by votes, newest, or ranking. Each result comes back with the product name, tagline, description, URL, website, vote and comment counts, review rating, launch date, and thumbnail.

Why This Matters

Market research is usually a multi-tab, multi-hour process. You search Product Hunt, open a dozen product pages, try to remember which ones had strong traction, and eventually put your notes in a doc. By the time you’re done, you’ve lost half a day.

An OpenClaw bot with Product Hunt access can compress that. Ask a question in chat, get a structured answer with real data. Ask a follow-up, refine the search. You can cover more ground in ten minutes of conversation than an hour of manual browsing.

Setup

The AgentPatch CLI is designed for AI agents to use via shell access. Install it, and your agent can discover and invoke any tool on the marketplace.

Install (zero dependencies, Python 3.10+):

pip install agentpatch

Set your API key:

export AGENTPATCH_API_KEY=your_api_key

Example commands your agent will use:

ap search "web search"
ap run google-search --input '{"query": "test"}'

Get your API key from the AgentPatch dashboard.

Install the AgentPatch skill from ClawHub — it teaches OpenClaw when to use AgentPatch and how to use the CLI:

clawhub install agentpatch

MCP Server (Alternative)

If you prefer raw MCP tool access instead of the skill, add AgentPatch to ~/.openclaw/openclaw.json:

{
  "mcp": {
    "servers": {
      "agentpatch": {
        "transport": "streamable-http",
        "url": "https://agentpatch.ai/mcp",
        "headers": {
          "Authorization": "Bearer YOUR_API_KEY"
        }
      }
    }
  }
}

Replace YOUR_API_KEY with your actual key from the AgentPatch dashboard. Restart OpenClaw and it discovers all AgentPatch tools automatically.

Example

You’re a product manager scoping out the AI writing assistant space. You message your bot:

“Search Product Hunt for ‘AI writing assistant’ sorted by votes. Show me the top 15.”

The bot calls producthunt-search and responds:

Found 15 results for "AI writing assistant" sorted by votes.

Top 5 by votes:
1. Jasper (4,102 votes) — "AI content platform for marketing teams"
   Rating: 4.5/5 | Comments: 213
2. Copy.ai (3,687 votes) — "Write marketing copy in seconds with AI"
   Rating: 4.3/5 | Comments: 178
3. Writesonic (2,944 votes) — "AI writer for blogs, ads, and product descriptions"
   Rating: 4.2/5 | Comments: 142
4. Rytr (2,501 votes) — "AI writing assistant that writes for you"
   Rating: 4.4/5 | Comments: 96
5. Sudowrite (1,873 votes) — "AI writing partner for fiction and creative work"
   Rating: 4.6/5 | Comments: 71

Notable pattern: The top products all target marketers or content teams.
Sudowrite is the only one focused on creative writing and it has the
highest rating despite fewer votes. Fiction/creative is a less crowded
niche.

You want to dig into a specific angle:

“Now search for ‘AI writing developer’ sorted by newest, limit 10. Is anyone building writing tools specifically for developers?”

The bot runs a second search and finds a few products targeting developer docs, README generation, and technical blogging. Vote counts are lower, which could mean less competition or less demand — both worth investigating.

“Compare the average vote counts between the general AI writing tools and the developer-focused ones. What does that tell us about market size?”

The bot calculates the difference and gives you a data-backed take on relative market interest. You’re building a market map in real time, through conversation.

Wrapping Up

Connecting AgentPatch to OpenClaw gives your bot Product Hunt search plus everything else on the marketplace — Google Search, news, email, image generation, and more. One setup, all the tools. Start exploring at agentpatch.ai.

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