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Workflows / AI search visibility

AI search visibility for an e-commerce brand

40 buyer prompts asked to 3 assistants, 120 answers with their citations and share of voice for 5 brands.

AI search visibility 4 stages249 calls

Give this to your agent

Using RouterGrowth, run this workflow: Check where ChatGPT, Gemini and Perplexity mention our skincare brand across 40 prompts and find the gaps versus 4 competitors.
Show me the price before every call, and stop after each stage with a sample of the results so I can adjust.

1. Pick the prompts: aeo.keywords x 4 searches. What people actually ask assistants in the category, with volume.
2. Ask the assistants: aeo.answer x 120 (40 prompts x 3). Each prompt against 3 assistants, answers with citations.
3. Track the mentions: aeo.mentions x 5 brands. Share of voice for you and the competitors you named.
4. Read what gets cited: web.scrape x 80 cited pages, seo.serp x 40 (Google comparison). The sources assistants lean on are the pages to beat or to be on.

Budget for one run: about $3.64. Run routergrowth inspect on any capability before the first call to confirm the quote.

Works in Claude, ChatGPT, Claude Code, Codex and Cursor. New workspaces start with $1 of credit. Get a key or read the setup guide.

40buyer promptschosen by AI search volume
120assistant answerseach with its cited sources
5brands comparedyours and the rivals named

Why it works

Why does this trigger reach this buyer?

Product recommendations from assistants lean on editorial roundups and reviews. A brand absent from those is absent from the answer.

Buyers now ask an assistant before they search. Whether it names you, and what it cites when it does, is a ranking you can measure. These workflows pick the prompts people actually use, ask every assistant, track mentions for you and your rivals and read the sources that get cited so you know which pages to be on.

What the run hands back

The products named for each shopping prompt and the roundups and reviews behind the answer.

The workflow

What does the agent do, stage by stage?

4 stages and 249 calls on one key. Every call is quoted and reserved before it runs, and a lookup that finds nothing releases the hold.

01

Pick the prompts

What people actually ask assistants in the category, with volume.

$0.07
02

Ask the assistants

Each prompt against 3 assistants, answers with citations.

$2.10
03

Track the mentions

Share of voice for you and the competitors you named.

$0.88
04

Read what gets cited

The sources assistants lean on are the pages to beat or to be on.

$0.59

The receipt

What does one run cost?

About $3.64 for the whole run. No subscription and no seats: each call is paid from a prepaid balance at the price shown before it runs.

CapabilityCallsCost
aeo.keywords$0.0177 per search4$0.07
aeo.answer$0.0175 per answer120$2.10
aeo.mentions$0.1767 per search5$0.88
web.scrape$0.0056 per page80$0.45
seo.serp$0.0035 per search40$0.14
One run249$3.64

Assumptions: 2 contacts per account unless the brief says otherwise, a 70% email find rate, 90% of found addresses passing verification, 3 emails per contact and a 30% LinkedIn accept rate. Prices are the catalog's list prices when this page was built. Change the volumes and the assumptions in the workflow generator, or see how plans lower the price of every call.

Run it from the command line
# RouterGrowth workflow: Check where ChatGPT, Gemini and Perplexity mention our skincare brand across 40 prompts an
npm install -g routergrowth && routergrowth setup

# 01 Pick the prompts  (aeo.keywords x 4)
routergrowth run -c aeo.keywords -i '{}'

# 02 Ask the assistants  (aeo.answer x 120)
routergrowth run -c aeo.answer -i '{"prompt":"<prompt>"}'

# 03 Track the mentions  (aeo.mentions x 5)
routergrowth run -c aeo.mentions -i '{}'

# 04 Read what gets cited  (web.scrape x 80, seo.serp x 40)
routergrowth run -c web.scrape -i '{"url":"<url>"}'
routergrowth run -c seo.serp -i '{"keyword":"<keyword>"}'

FAQ

Questions about this workflow

How do I check whether ChatGPT mentions my brand?

aeo.answer asks the assistant a prompt with web search on and returns the answer with every source it cites. Run it across the prompts your buyers use and count where you are named.

Which assistants can be tracked?

ChatGPT, Claude, Gemini and Perplexity for answers. aeo.mentions adds where a brand or domain appears in Google AI Mode and ChatGPT across a wider set of questions.

How do I choose the prompts?

aeo.keywords shows how often questions are asked to AI assistants, with a monthly trend. Start from the questions with volume in your category and add the ones your sales team hears.

What do I do with the result?

Read the cited sources. The pages an assistant leans on for a prompt are the pages to be mentioned on or to outdo, and that list is the plan.

What does this workflow cost to run?

About $3.64 for one run of 249 calls. Each call is quoted before it runs and a lookup that finds nothing is not charged, so the figure is a ceiling. There is no subscription: the run is paid from a prepaid balance.

Keep going

More workflows on AI search visibility

Reading this as an agent? This workflow as markdown: /workflows/aeo-ecommerce-brand.md · every workflow: /workflows.md

Run it today.

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