AI Search
Pages an agent can use.
AI agent SEO is the work of being the page an agent fetches when it is asked to compare, recommend, or take the next step.
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 agents
01 — The gap
The agent cites a directory, not you.
A tool list states the price, the limit, and the alternative in one table. Your product page assumes the reader already knows the category.
02 — The work
Agent list
Which products are in the program, and which were not run.
03 — The close
Reporting
The fetch log, the action, and whether the assigned URL was the one used.
The work
What this is
An agent does more than answer. It opens pages, follows a link, and sometimes tries to complete a task. If the offer lives behind a script the agent never runs, or behind a login, the agent cites whoever published the fact in plain HTML.
ShoutRank keeps this log apart from Claude, ChatGPT, and the Google AI Overview. A chat reply is not an agent run. An agent run is not a ranking.
The problem
What usually breaks
01
The agent cites a directory, not you.
A tool list states the price, the limit, and the alternative in one table. Your product page assumes the reader already knows the category.
02
The useful page is not in the HTML.
The first response is a shell. Pricing, docs, and the comparison render only after a script. The agent stops at the shell.
03
One transcript becomes the strategy.
A single signed-in run named you. The next run, with a clean session, named someone else. The team ships against the flattering one.
The practice
How ShoutRank approaches it
We name the agents in the brief and give each a fixed task set: compare, recommend, and the step a buyer would ask an agent to take. We save the pages fetched and the action the agent attempted.
If the page cannot be fetched, that is technical SEO. If the page can be fetched and still does not answer, that is LLM optimization. We do not add hidden instructions telling an agent what to do.
Included
What the work includes
01
Agent list
Which products are in the program, and which were not run.
02
Task set
The comparisons and next steps a buyer would hand an agent.
03
Fetch log
URLs the agent opened, including shells, logins, and third-party pages.
04
Page fixes
Facts moved into HTML an agent can read without executing the whole app.
Sequence
Process
- 1
Discovery
Confirm which agents buyers already mention, and which tasks they ask those agents to finish.
- 2
Audit
Run the task set and store the pages fetched, the names, and the step the agent took or refused.
- 3
Strategy
Separate a fetch failure from a content failure. They are not the same fix.
- 4
Implementation
Put the answer, the limit, and the next step in HTML. Leave login walls labeled as login walls.
- 5
Monitoring
Re-run the same tasks. A blank stays blank until that agent is actually checked.
- 6
Optimization
Drop tasks no buyer asks, and keep agent runs off the chat and overview sheets.
- 7
Reporting
The fetch log, the action, and whether the assigned URL was the one used.
The desk
Why ShoutRank
Agents are their own log
A chat mention is not evidence an agent fetched you. We do not merge the two.
HTML before choreography
An agent that cannot read the page cannot take the step. Rendering is part of this service.
No invented coverage
We report the agents and tasks we ran. We do not publish a share of every agent on the internet.
The report
How success is measured
Tasks where the agent opened the URL you assigned.
Tasks where it named you and fetched a different page.
Steps it could not finish because the fact was not in the HTML.
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.