AI Search
Be retrieved. Then be the line they quote.
AI SEO is SEO with a second job: the same URL has to earn the query and survive being lifted into an answer.
The same URL has to rank, be quotable, be named in chat, and be a source in the overview.
A named result is published when that client clears the figure.
AI SEO
01 — The gap
The brand ranks and is never named.
Search Console looks fine on brand queries. In a category question, the answer names a competitor whose page states the comparison in one paragraph.
02 — The work
Query and prompt map
The searches you should rank for, and the questions an answer should be able to quote you on.
03 — The close
Reporting
One review: the ranking table, the citation table, and what changed on the page.
The work
What this is
A model does not invent your category from a slogan. It lifts a passage it can check, from a page it can fetch, about an entity the rest of the web describes the same way. That is the work.
ShoutRank does not run an “AI content” stream that ignores rankings. Technical SEO still decides whether the URL exists. On-page SEO still decides what the page says. AI SEO asks whether that page is the one an answer would choose.
The problem
What usually breaks
01
The brand ranks and is never named.
Search Console looks fine on brand queries. In a category question, the answer names a competitor whose page states the comparison in one paragraph.
02
The page is long and unsayable.
Guides that define every term never take a side. A model skips them for a page that answers in the first lines.
03
One dashboard pretends to cover every engine.
A blended “AI visibility” score hides that you were cited in Perplexity and absent from the Google overview.
The practice
How ShoutRank approaches it
We assign the query to one URL, write the opening so a person and an answer can use it, and keep a prompt list that matches how buyers actually ask. Rankings stay in one table. Citations stay in another.
Where the gap is a specific product, the work moves to GEO, AIO, or citation building. AI SEO is the practice that holds those together.
Included
What the work includes
01
Query and prompt map
The searches you should rank for, and the questions an answer should be able to quote you on.
02
Page openings
The first lines rewritten so they answer, with the proof a reader can check.
03
Entity notes
Name, product, and category, checked against the pages that already describe you.
04
Two logs
Rankings on the assigned URLs, and named or missing on the prompt set.
Sequence
Process
- 1
Discovery
Read the category questions buyers ask a person, and the queries Search Console already shows.
- 2
Audit
Fetch the URLs that should answer, and note which openings a model could lift without inventing the offer.
- 3
Strategy
Split the work: what must rank, what must be quotable, and which engine is actually the gap.
- 4
Implementation
Ship the page and entity fixes with the team that publishes.
- 5
Monitoring
Re-ask the prompt set on a fixed day. Record named, linked, or missing, per engine.
- 6
Optimization
Rewrite passages that rank and are never quoted, or are quoted and misstate the offer.
- 7
Reporting
One review: the ranking table, the citation table, and what changed on the page.
The desk
Why ShoutRank
Two logs, on purpose
A citation is not a ranking. Reporting them as one number makes both harder to act on.
The page still has to be true
We do not add instructions aimed at a model. The opening has to help a person who clicked.
English, beside your publishers
Praneet Thakur founded ShoutRank. The writing happens beside the team that ships the site, in English.
The report
How success is measured
Impressions and the landing URL on the assigned query set.
Whether each prompt names you, links you, or names someone else.
Passages that were rewritten, and whether the next read quotes the new line or the old one.
A named client result is published when that client clears the figure. Until then the report is the measurement.
ShoutRank does not guarantee a ranking or a citation.
Related
Questions
Next
Check the page you want people to find.
The free check shows the gaps on one public page. If the gap is this service, a neighboring one, or a two-week review, we will say so after you ask.
A named result is published when that client clears the figure. ShoutRank does not guarantee a ranking or a citation.