Influencer Discovery
Usage
Use when finding influencers to partner with for sponsorships, affiliate deals, or co-marketing. Also useful for identifying thought leaders your target audience already follows, building a media list for outreach or PR, or understanding who shapes opinion in your niche before creating content.
Process
Step 1: Gather Inputs
Ask the user for:
- Industry/niche — the topic domain (e.g., "B2B SaaS marketing", "personal finance for millennials", "indie game development")
- Target audience — who follows these influencers, framed as the buyer (e.g., "SaaS founders", "freelance developers", "e-commerce store owners")
- Platform focus (optional) — prioritize specific platforms (YouTube, X/Twitter, Newsletters, Podcasts, Instagram). Default: search all.
- Minimum follower count (optional) — exclude influencers below a threshold. Default: no minimum (micro-influencers included).
Extract from inputs:
- Niche keywords: The 3-5 topic terms that define the industry
- Audience profile: Who the target audience is (role, stage, problem domain)
- Platform priorities: Which platforms to weight more heavily
Step 2: Generate Search Queries
Generate 10 search queries to surface influencers across platform types and discovery angles:
"Top influencers" list queries:
- "top [niche] influencers [current year]"
- "best [niche] creators to follow"
- "top [audience] thought leaders"
Platform-specific queries:
- "top [niche] youtube channels"
- "[niche] youtube [subscribers OR creators]"
- "best [niche] newsletter substack"
- "top [niche] podcast"
- "[niche] twitter thought leaders"
Cross-platform discovery:
- "[niche] conference speakers [current year]"
- "who sponsors [niche] newsletters"
- "[niche] podcast guest list"
Step 3: Search YouTube
Search YouTube for top channels in the niche:
- Use queries: "top [niche] YouTube channels", "[audience] YouTube", "[niche keyword] tutorial/advice channel"
- For each channel found, collect: Channel name, URL, subscriber count, content focus
- Aim for 20-30 YouTube channels across macro (500k+), mid-tier (50k-500k), and micro (<50k) tiers
Step 4: Search X/Twitter
Search for thought leaders on X/Twitter:
- Use queries: "[niche] twitter", "best [niche] accounts to follow", "[identity/role] twitter"
- Check "listicles" — blog posts titled "Best [niche] accounts to follow on Twitter/X" often list 10-20 accounts at once
- Include both prolific posters (daily content) and respected practitioners (less frequent but high-quality takes)
Step 5: Search Blogs, Newsletters, and Podcasts
Blogs
- Search: "top [niche] blogs", "best [niche] blog to read", "[niche] writers"
- Look for independent writers with their own sites
Newsletters
- Search: "best [niche] newsletter", "[niche] substack", "[niche] email newsletter"
- Check Substack's discover page for the niche if applicable
Podcasts
- Search: "top [niche] podcast", "best [niche] podcast", "[audience] podcast"
- Check Apple Podcasts and Spotify charts if accessible
Step 6: Search Meta (Facebook and Instagram)
- Search: "[niche] facebook page", "[identity] instagram", "[niche] instagram creator"
- Focus on public profiles and pages
- Meta is lower priority for most B2B niches — if the niche skews consumer or visual, prioritize more heavily
Step 7: Mine Cross-Platform Discovery Sources
Conference Speaker Lists
- Search: "[niche] conference [current year] speakers", "[niche] summit speakers"
- Conference keynote and session speakers are pre-vetted as recognized voices
- Extract speaker names → find their primary platform
Podcast Guest Cross-References
- Search: "[top podcast in niche] guests", "most popular [niche] podcast episodes"
- Repeat guests on multiple podcasts = high-credibility signal
Newsletter Curator Lists
- Search: "who sponsors [niche] newsletters", "[niche] newsletter sponsors"
- Companies sponsoring newsletters indicate which newsletters have a commercially valuable audience
Step 8: Normalize All Results
Compile all discovered influencers into a single list. For each entry, record:
| Field |
Description |
| Name |
Person or brand name |
| Primary Platform |
The platform where they have the largest/most active presence |
| X/Twitter URL |
Profile URL or "—" |
| YouTube URL |
Channel URL or "—" |
| Newsletter/Blog URL |
URL or "—" |
| Podcast URL |
URL or "—" |
| Instagram/Facebook URL |
URL or "—" |
| Primary Follower Count |
Count on their primary platform |
| Content Type |
What they primarily create (tutorials, opinion/takes, case studies, interviews, tools) |
| Source |
Where they were discovered |
Deduplication: If the same person appears from multiple discovery sources, merge into one entry. Multiple discovery sources = stronger relevance signal.
Step 9: Score Each Influencer
Score every influencer on Relevance (1–5):
| Score |
Signal |
| 5 |
Content is directly about the target audience's core problems — almost every post/video is on-target |
| 4 |
Strong match — most content is relevant, occasional tangents |
| 3 |
Adjacent — their niche overlaps meaningfully but isn't a perfect match |
| 2 |
Loose match — some relevant content but audience is broader or different |
| 1 |
Tangential — topic surface-level overlap but different audience |
Audience Overlap Rating
| Rating |
Criteria |
| High |
Relevance ≥ 4 |
| Medium |
Relevance = 3 |
| Low |
Relevance ≤ 2 |
Step 10: Sort and Finalize
Sort the full list:
- Primary: Audience Overlap rating (High → Medium → Low)
- Secondary: Primary follower count (largest first within each tier)
Include micro-influencers (1K–50K followers) alongside macro — do not exclude them.
Output Format
# Influencer Discovery: [Industry/Niche]
**Date:** [current date]
**Industry/Niche:** [description]
**Target Audience:** [description]
**Influencers found:** [count] across [X] platforms
**Audience Overlap breakdown:** High: [X] | Medium: [X] | Low: [X]
---
## High Overlap Influencers
| # | Name | Primary Platform | Followers | X/Twitter | YouTube | Newsletter/Blog | Podcast | Instagram/FB | Content Type | Discovery Source |
|---|------|-----------------|-----------|-----------|---------|-----------------|---------|-------------|-------------|-----------------|
| 1 | [name] | [platform] | [count] | [url or —] | [url or —] | [url or —] | [url or —] | [url or —] | [type] | [source] |
---
## Medium Overlap Influencers
[Same table structure]
---
## Low Overlap Influencers
[Same table structure]
---
## Platform Coverage Summary
| Platform | Count | High Overlap | Notes |
|----------|-------|-------------|-------|
| X/Twitter | X | X | [observation] |
| YouTube | X | X | |
| Newsletter/Blog | X | X | |
| Podcast | X | X | |
| Instagram/Facebook | X | X | |
---
## Observations
[2-3 bullet points: where this niche's influencer ecosystem is concentrated, tier distribution, notable patterns]
## Partnership Opportunities
[Top 3-5 influencers worth prioritizing for sponsorship or collaboration, with a 1-sentence reason each]
## Recommended Next Steps
1. [e.g., "Reach out to top 3 High Overlap newsletter authors — newsletter sponsorships often have fastest lead time"]
2. [e.g., "Monitor [top X/Twitter account] for mentions of problems your product solves"]
Rules
- Aim for 100+ influencers total. For narrow B2B niches, 50 is acceptable — flag it.
- Never invent influencer accounts or inflate follower counts — only include verified results from search.
- Never exclude micro-influencers (1K–50K) — they are often the highest-value partnerships for niche B2B audiences.
- Never focus only on one platform — cross-platform coverage is a core output requirement.
- Discovery source matters: an influencer found via conference speakers + podcast guest + YouTube search is more credible than one found via a single listicle.
- Follower counts are best-effort estimates — verify before outreach.
- If fewer than 30 influencers are found, try broader synonyms for the niche or audience.
1---2name: influencer-discovery3description: Discover 100+ influencers across YouTube, X/Twitter, blogs, newsletters, podcasts, and Instagram — scored by Audience Overlap.4---56# Influencer Discovery78## Usage910Use when finding influencers to partner with for sponsorships, affiliate deals, or co-marketing. Also useful for identifying thought leaders your target audience already follows, building a media list for outreach or PR, or understanding who shapes opinion in your niche before creating content.1112## Process1314### Step 1: Gather Inputs1516Ask the user for:171. **Industry/niche** — the topic domain (e.g., "B2B SaaS marketing", "personal finance for millennials", "indie game development")182. **Target audience** — who follows these influencers, framed as the buyer (e.g., "SaaS founders", "freelance developers", "e-commerce store owners")193. **Platform focus** (optional) — prioritize specific platforms (YouTube, X/Twitter, Newsletters, Podcasts, Instagram). Default: search all.204. **Minimum follower count** (optional) — exclude influencers below a threshold. Default: no minimum (micro-influencers included).2122Extract from inputs:23- **Niche keywords:** The 3-5 topic terms that define the industry24- **Audience profile:** Who the target audience is (role, stage, problem domain)25- **Platform priorities:** Which platforms to weight more heavily2627### Step 2: Generate Search Queries2829Generate 10 search queries to surface influencers across platform types and discovery angles:3031**"Top influencers" list queries:**32- "top [niche] influencers [current year]"33- "best [niche] creators to follow"34- "top [audience] thought leaders"3536**Platform-specific queries:**37- "top [niche] youtube channels"38- "[niche] youtube [subscribers OR creators]"39- "best [niche] newsletter substack"40- "top [niche] podcast"41- "[niche] twitter thought leaders"4243**Cross-platform discovery:**44- "[niche] conference speakers [current year]"45- "who sponsors [niche] newsletters"46- "[niche] podcast guest list"4748### Step 3: Search YouTube4950Search YouTube for top channels in the niche:51- Use queries: "top [niche] YouTube channels", "[audience] YouTube", "[niche keyword] tutorial/advice channel"52- For each channel found, collect: Channel name, URL, subscriber count, content focus53- Aim for 20-30 YouTube channels across macro (500k+), mid-tier (50k-500k), and micro (<50k) tiers5455### Step 4: Search X/Twitter5657Search for thought leaders on X/Twitter:58- Use queries: "[niche] twitter", "best [niche] accounts to follow", "[identity/role] twitter"59- Check "listicles" — blog posts titled "Best [niche] accounts to follow on Twitter/X" often list 10-20 accounts at once60- Include both prolific posters (daily content) and respected practitioners (less frequent but high-quality takes)6162### Step 5: Search Blogs, Newsletters, and Podcasts6364#### Blogs65- Search: "top [niche] blogs", "best [niche] blog to read", "[niche] writers"66- Look for independent writers with their own sites6768#### Newsletters69- Search: "best [niche] newsletter", "[niche] substack", "[niche] email newsletter"70- Check Substack's discover page for the niche if applicable7172#### Podcasts73- Search: "top [niche] podcast", "best [niche] podcast", "[audience] podcast"74- Check Apple Podcasts and Spotify charts if accessible7576### Step 6: Search Meta (Facebook and Instagram)7778- Search: "[niche] facebook page", "[identity] instagram", "[niche] instagram creator"79- Focus on public profiles and pages80- Meta is lower priority for most B2B niches — if the niche skews consumer or visual, prioritize more heavily8182### Step 7: Mine Cross-Platform Discovery Sources8384#### Conference Speaker Lists85- Search: "[niche] conference [current year] speakers", "[niche] summit speakers"86- Conference keynote and session speakers are pre-vetted as recognized voices87- Extract speaker names → find their primary platform8889#### Podcast Guest Cross-References90- Search: "[top podcast in niche] guests", "most popular [niche] podcast episodes"91- Repeat guests on multiple podcasts = high-credibility signal9293#### Newsletter Curator Lists94- Search: "who sponsors [niche] newsletters", "[niche] newsletter sponsors"95- Companies sponsoring newsletters indicate which newsletters have a commercially valuable audience9697### Step 8: Normalize All Results9899Compile all discovered influencers into a single list. For each entry, record:100101| Field | Description |102|-------|-------------|103| Name | Person or brand name |104| Primary Platform | The platform where they have the largest/most active presence |105| X/Twitter URL | Profile URL or "—" |106| YouTube URL | Channel URL or "—" |107| Newsletter/Blog URL | URL or "—" |108| Podcast URL | URL or "—" |109| Instagram/Facebook URL | URL or "—" |110| Primary Follower Count | Count on their primary platform |111| Content Type | What they primarily create (tutorials, opinion/takes, case studies, interviews, tools) |112| Source | Where they were discovered |113114**Deduplication:** If the same person appears from multiple discovery sources, merge into one entry. Multiple discovery sources = stronger relevance signal.115116### Step 9: Score Each Influencer117118Score every influencer on Relevance (1–5):119120| Score | Signal |121|-------|--------|122| 5 | Content is directly about the target audience's core problems — almost every post/video is on-target |123| 4 | Strong match — most content is relevant, occasional tangents |124| 3 | Adjacent — their niche overlaps meaningfully but isn't a perfect match |125| 2 | Loose match — some relevant content but audience is broader or different |126| 1 | Tangential — topic surface-level overlap but different audience |127128#### Audience Overlap Rating129130| Rating | Criteria |131|--------|----------|132| **High** | Relevance ≥ 4 |133| **Medium** | Relevance = 3 |134| **Low** | Relevance ≤ 2 |135136### Step 10: Sort and Finalize137138Sort the full list:1391. **Primary:** Audience Overlap rating (High → Medium → Low)1402. **Secondary:** Primary follower count (largest first within each tier)141142Include micro-influencers (1K–50K followers) alongside macro — do not exclude them.143144## Output Format145146```147# Influencer Discovery: [Industry/Niche]148149**Date:** [current date]150**Industry/Niche:** [description]151**Target Audience:** [description]152**Influencers found:** [count] across [X] platforms153**Audience Overlap breakdown:** High: [X] | Medium: [X] | Low: [X]154155---156157## High Overlap Influencers158159| # | Name | Primary Platform | Followers | X/Twitter | YouTube | Newsletter/Blog | Podcast | Instagram/FB | Content Type | Discovery Source |160|---|------|-----------------|-----------|-----------|---------|-----------------|---------|-------------|-------------|-----------------|161| 1 | [name] | [platform] | [count] | [url or —] | [url or —] | [url or —] | [url or —] | [url or —] | [type] | [source] |162163---164165## Medium Overlap Influencers166[Same table structure]167168---169170## Low Overlap Influencers171[Same table structure]172173---174175## Platform Coverage Summary176177| Platform | Count | High Overlap | Notes |178|----------|-------|-------------|-------|179| X/Twitter | X | X | [observation] |180| YouTube | X | X | |181| Newsletter/Blog | X | X | |182| Podcast | X | X | |183| Instagram/Facebook | X | X | |184185---186187## Observations188[2-3 bullet points: where this niche's influencer ecosystem is concentrated, tier distribution, notable patterns]189190## Partnership Opportunities191[Top 3-5 influencers worth prioritizing for sponsorship or collaboration, with a 1-sentence reason each]192193## Recommended Next Steps1941. [e.g., "Reach out to top 3 High Overlap newsletter authors — newsletter sponsorships often have fastest lead time"]1952. [e.g., "Monitor [top X/Twitter account] for mentions of problems your product solves"]196```197198## Rules199200- Aim for 100+ influencers total. For narrow B2B niches, 50 is acceptable — flag it.201- Never invent influencer accounts or inflate follower counts — only include verified results from search.202- Never exclude micro-influencers (1K–50K) — they are often the highest-value partnerships for niche B2B audiences.203- Never focus only on one platform — cross-platform coverage is a core output requirement.204- Discovery source matters: an influencer found via conference speakers + podcast guest + YouTube search is more credible than one found via a single listicle.205- Follower counts are best-effort estimates — verify before outreach.206- If fewer than 30 influencers are found, try broader synonyms for the niche or audience.