# B2B objection pages for SEO and AEO: answer the reason buyers hesitate. - working worksheet

Reviewed alongside the Eli guide: https://hireeli.io/resources/b2b-objection-page-seo-aeo

## Decision to make

Publish a useful answer to a recurring commercial objection

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

## Buyer questions

- [ ] B2B objection pages for SEO and AEO: answer the reason buyers hesitate?
- [ ] What should a B2B startup do first to publish a useful answer to a recurring commercial objection?
- [ ] Which evidence shows that publish a useful answer to a recurring commercial objection is working?
- [ ] What is the most common mistake when teams try to publish a useful answer to a recurring commercial objection?

## Evidence-led work plan

### 1. Why this decision appears: sales hears the same concern about price

Sales hears the same concern about price, implementation, risk or fit while the website avoids the question.

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

### 2. Create or improve the page that naturally owns the objection, using the strongest honest answer, tradeoffs and proof

Create or improve the page that naturally owns the objection, using the strongest honest answer, tradeoffs and proof.

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

### 3. Collect the literal objection and context, then identify the canonical page owner

Collect the literal objection and context.

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

### 4. Measure measure sales usage

Measure sales usage, qualified actions, correction requests and objection recurrence.

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

### 5. Do not cross this boundary: do not create a thin standalone url when the answer belongs on pricing

Do not create a thin standalone URL when the answer belongs on pricing, product, security or implementation pages.

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
- [ ] 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

## 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.