# What 31 premium SEO agencies agree on about AI search. - working worksheet

Reviewed alongside the Eli guide: https://www.hireeli.io/resources/research-31-seo-agencies-ai-search

## Decision to make

Learn the operating mechanisms shared by premium SEO and AEO agencies

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

## Buyer questions

- [ ] What do premium SEO agencies recommend for AI search?
- [ ] Do leading agencies recommend publishing hundreds of thin articles?
- [ ] Which mechanisms should an AI-search program copy?

## Evidence-led work plan

### 1. How was this review done, and what are its limits?

The review read the public websites, service pages, methodology articles and case studies of 31 search agencies and coded the mechanisms each one describes.

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

### 2. What does the agency pattern mean for a team without an agency?

The mechanisms the agencies share are operational, not secret: map commercial demand, keep pages technically eligible, publish original evidence, link pages by buyer logic, keep the company's identity consistent, earn independent references and measure each stage separately.

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

### 3. Research scope

The Eli benchmark reviewed official material from 31 agencies across B2B content, enterprise SEO, technical search, digital PR, programmatic SEO and AI-search work.

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

### 4. The ten recurring mechanisms

The strongest overlap appeared around commercial demand, technical foundations, decision-page portfolios, information gain, internal linking, entity clarity, external authority, distribution, business measurement and refresh loops.

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

### 5. Where the agencies differ

Some begin with revenue and pipeline interviews, others with technical diagnostics, editorial research, digital PR or large-scale content operations.

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

### 6. What this means for Eli

The product should automate the repeatable operating system, not imitate an agency by maximizing article count.

Evidence or artifact: ____________________
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## Source ledger

- [ ] Omniscient Digital: https://beomniscient.com/
- [ ] Siege Media: https://www.siegemedia.com/
- [ ] iPullRank: https://ipullrank.com/
- [ ] Google Search Central: AI features and your website: https://developers.google.com/search/docs/appearance/ai-features

## 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.