# How to distribute AEO research on LinkedIn without reposting the article. - working worksheet

Reviewed alongside the Eli guide: https://hireeli.io/resources/linkedin-distribution-aeo-assets

## Decision to make

Turn one evidence asset into native founder-led explanations

Owner: ____________________
Review date: ____________________
Canonical page or destination: ____________________

## Buyer questions

- [ ] How to distribute AEO research on LinkedIn without reposting the article?
- [ ] What should a B2B startup do first to turn one evidence asset into native founder-led explanations?
- [ ] Which evidence shows that turn one evidence asset into native founder-led explanations is working?
- [ ] What is the most common mistake when teams try to turn one evidence asset into native founder-led explanations?

## Evidence-led work plan

### 1. Why this decision appears: posting a link with an article title gives the feed no useful idea and gives the reader no reason to discuss it

Posting a link with an article title gives the feed no useful idea and gives the reader no reason to discuss it.

Evidence or artifact: ____________________
Status: [ ] not started  [ ] working  [ ] verified  [ ] blocked

### 2. Extract one surprising finding, method, visual or practical mistake per post, provide the insight natively and link only when the full evidence helps

Extract one surprising finding, method, visual or practical mistake per post, provide the insight natively and link only when the full evidence helps.

Evidence or artifact: ____________________
Status: [ ] not started  [ ] working  [ ] verified  [ ] blocked

### 3. Choose one atomic insight, then add founder context or experience

Choose one atomic insight.

Evidence or artifact: ____________________
Status: [ ] not started  [ ] working  [ ] verified  [ ] blocked

### 4. Measure track relevant comments

Track relevant comments, profile visits, qualified conversations and return visits to the canonical asset.

Evidence or artifact: ____________________
Status: [ ] not started  [ ] working  [ ] verified  [ ] blocked

### 5. Do not cross this boundary: do not turn one article into repetitive daily fragments or fabricate controversy for reach

Do not turn one article into repetitive daily fragments or fabricate controversy for reach.

Evidence or artifact: ____________________
Status: [ ] not started  [ ] working  [ ] verified  [ ] blocked

## Source ledger

- [ ] Google Search Central: optimizing for generative AI features: https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
- [ ] Google Search Central: people-first content guidance: https://developers.google.com/search/docs/fundamentals/creating-helpful-content
- [ ] Reddit Help: spam policy: https://support.reddithelp.com/hc/en-us/articles/360043504051-Spam
- [ ] OpenAI: publishers and developers FAQ: https://help.openai.com/en/articles/12627856-publishers-and-developers-faq

## Measurement boundary

Baseline date and exact context: ____________________
7-day observation: ____________________
14-day observation: ____________________
30-day observation: ____________________
Known limitations: ____________________

Keep technical eligibility, citations, recommendations, visits, leads and revenue as separate evidence. This worksheet does not guarantee an external ranking or commercial result.