# AI search monitoring vs execution: seeing the gap is only half the job. - working worksheet

Reviewed alongside the Eli guide: https://hireeli.io/resources/ai-search-monitoring-vs-execution

## Decision to make

Compare AI-search observation with the systems that complete supported work

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

## Buyer questions

- [ ] What is the difference between AI monitoring and execution?
- [ ] Does content generation count as execution?
- [ ] Which platform type suits a lean team?
- [ ] What proves an AI-search action was completed?

## Evidence-led work plan

### 1. Monitoring owns the observation

A credible monitor stores the exact question, market, language, provider, model, answer, named competitors, citations, date and failure state.

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

### 2. Diagnosis owns the intervention choice

The next step may be technical access, an entity fact, an existing-page improvement, a new commercial page, original research or independent authority.

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

### 3. Generation produces an artifact, not a result

Research and writing matter, but a draft remains unverified until its claims, links, company facts, competitor identity and destination pass review.

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

### 4. Publishing requires authority and a receipt

The system should show the destination, scope and final preview before changing a site.

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

### 5. Measurement closes the loop without claiming causality

Repeat the same question when future samples are comparable.

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

## Source ledger

- [ ] Google Search Central: AI features and your website: https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
- [ ] OpenAI: publishers and developers FAQ: https://help.openai.com/en/articles/12627856-publishers-and-developers-faq
- [ ] Eli: AI Visibility Index methodology: https://hireeli.io/ai-visibility-index/methodology
- [ ] Eli: security and execution boundaries: https://hireeli.io/security

## 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.