/install brand-prospect-researcher
Brand Prospect Researcher
Find and score brands actively investing in influencer/creator marketing. Built for talent managers and self-managed creators who need to know which brands are spending right now so they can pitch with confidence.
Prerequisites
- web_search tool (required) — for trade press, job postings, partnership news
- web_fetch tool (required) — for reading full articles
- gram CLI (optional) — for Instagram campaign activity signals. If unavailable, skip Instagram checks and note in output.
Check gram availability:
which gram
If not found, proceed without Instagram data and flag it in the report.
Workflow
1. Collect User Configuration
Ask the user (or use defaults):
| Parameter | Default | Description |
|---|---|---|
niche |
general | Vertical to scan (fashion, beauty, food, fitness, tech, lifestyle, gaming, travel, etc.) |
num_prospects |
20 | Number of brands to return |
categories |
all | Which signal categories to scan (trade press, jobs, Instagram, partnerships) |
geo_focus |
US | Geographic market focus |
timeframe |
3 months | How recent signals should be |
If user provides a niche, tailor ALL searches to that vertical.
2. Scan Trade Press for Campaign Activity
Run web searches across major trade publications. Adapt publication list to the user's niche:
Cross-industry: Ad Age, Adweek, Marketing Dive, The Drum, Campaign Fashion/Beauty: BoF, WWD, Glossy, Fashionista, Allure Food/Bev: Food & Wine, Eater, BevNET Tech: TechCrunch, The Verge, Wired Lifestyle/Home: Architectural Digest, Domino, Apartment Therapy Gaming: IGN, Polygon, Kotaku Fitness: Well+Good, Shape, Men's Health
Search queries (run 5-8 variations):
"[niche] influencer campaign 2026"
"[niche] brand creator partnership"
"[niche] influencer marketing launch"
"brand ambassador [niche] campaign announcement"
"[niche] creator collaboration new"
site:adage.com OR site:glossy.co "[niche] influencer"
For each result, extract: brand name, campaign type, date, publication, URL.
3. Search for Hiring Signals
Job postings for influencer marketing roles = strong active-spender signal.
"influencer marketing manager" "[niche]" hiring 2026
"creator partnerships" job posting [geo_focus]
"influencer relations" "[niche]" open role
site:linkedin.com/jobs "influencer marketing" "[niche]"
Extract: company name, role title, posting date, URL.
4. Find Partnership Announcements & Product Launches
"[niche] brand launch 2026"
"[niche] new product launch influencer"
"[niche] brand agency change" OR "agency of record"
"[niche] rebrand 2026"
Brands launching products or changing agencies are actively allocating budget.
5. Check Instagram Campaign Activity (if gram available)
For top candidate brands from steps 2-4, check Instagram for activity signals:
gram search "[brand name]" --limit 5
gram user info [brand_handle]
Look for:
- Recent sponsored/partnership posts
- Tagged creator content
- Campaign hashtags
- Follower growth (indicates ad spend)
If gram is unavailable, skip and note: "Instagram verification skipped — install gram CLI for deeper signal data."
6. Search for Contact Information
For each high-scoring brand, search for:
"[brand name] influencer marketing contact"
"[brand name] PR contact email"
"[brand name] head of influencer marketing" linkedin
"[brand name] partnerships" site:linkedin.com
Extract: name, title, email (if public), LinkedIn URL.
7. Score Each Brand
Score each brand 1-100 based on signal strength:
| Signal | Points |
|---|---|
| Active campaign in trade press (last 3 months) | +25 |
| Hiring influencer marketing roles | +20 |
| New product/rebrand launch | +15 |
| Agency change or new agency hire | +15 |
| Instagram campaign activity confirmed | +10 |
| Multiple signals from different sources | +10 |
| Contact info found | +5 |
Tiers:
- 🔥 Hot (70-100): Multiple strong signals, actively spending now
- 🟡 Warm (40-69): Clear intent signals, likely receptive
- 🔵 Cool (20-39): Some signals, worth monitoring
8. Output Format
# Brand Prospect Report: [Niche]
**Generated:** [date]
**Niche:** [niche]
**Geo Focus:** [geo]
**Sources Scanned:** [count]
**Prospects Found:** [count]
## 🔥 Hot Prospects
### 1. [Brand Name] — Score: [X]/100
**Category:** [industry]
**Signals:**
- [Signal 1 with source link]
- [Signal 2 with source link]
**Why Now:** [1-2 sentences on why this brand is actively spending]
**Contact:** [Name, Title, LinkedIn/email if found]
**Campaign Type:** [What they're likely buying: posts, stories, ambassadors, events]
---
### 2. [Brand Name] — Score: [X]/100
...
## 🟡 Warm Prospects
[Same format, briefer]
## 🔵 Watch List
[Brand names with single signals — worth monitoring]
## Methodology
- Trade press scanned: [list publications]
- Job boards checked: [list]
- Search queries run: [count]
- Instagram checked: [yes/no]
- Date range: [timeframe]
Error Handling
| Issue | Action |
|---|---|
| gram not installed | Skip Instagram checks, note in report, still deliver results |
| No results for niche | Broaden search terms, try adjacent verticals, report limited findings |
| Rate limited on web_search | Space queries, reduce total searches, prioritize trade press |
| No contacts found | Note "Contact research needed" — don't block the report |
| Very niche vertical | Supplement with general influencer marketing news, flag lower confidence |
Tips for Best Results
- Narrow niches (e.g., "sustainable fashion" vs "fashion") yield more targeted results
- Run quarterly to catch seasonal campaign cycles
- Cross-reference with your existing outreach to avoid duplicates
- Hot prospects should be pitched within 1-2 weeks of signal detection
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install brand-prospect-researcher - 安装完成后,直接呼叫该 Skill 的名称或使用
/brand-prospect-researcher触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
Brand Prospect Researcher 是什么?
Find brands actively spending on influencer and creator campaigns. Scans trade press, Instagram, job boards, and news for active-spender signals, then output... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 98 次。
如何安装 Brand Prospect Researcher?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install brand-prospect-researcher」即可一键安装,无需额外配置。
Brand Prospect Researcher 是免费的吗?
是的,Brand Prospect Researcher 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Brand Prospect Researcher 支持哪些平台?
Brand Prospect Researcher 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Brand Prospect Researcher?
由 alexa853(@alexa853)开发并维护,当前版本 v1.0.0。