The Challenge
A direct-to-consumer skincare brand has grown on Instagram ads and influencer posts. Sales are fine. Then someone on the team asks Claude for "organic skincare for sensitive skin" and gets Drunk Elephant, The Ordinary and CeraVe — established names only. The brand's own visibility score is 0%.
The founder's reaction is the one we hear most: "We have better ingredients and 4.8 stars. Why doesn't AI know we exist?"
The answer is uncomfortable but simple: the engines do not read Instagram ads. They read the sources they trust — dermatologist roundups, editor lists, review sites — and none of them mention the brand yet.
The Playbook
Starting from zero, the first mention is the milestone. Three steps get there.
1. Pick one category and say it everywhere
The site uses "clean beauty", "sustainable skincare" and "organic" interchangeably. Pick one lane — "organic skincare for sensitive skin" — and use the same phrase on every page, profile and listing so engines can file the brand under it.
2. Earn expert citations
Two dermatologist roundups and one beauty editor's "brands to watch" list carry more weight with an engine than a hundred influencer posts. Start with the pages the engines already cite for the target prompts.
3. Make reviews specific
Ask customers to name their skin type and concern. "Finally something that doesn't irritate my rosacea" is quotable; "love this product" is not.
What to measure
No before/after numbers here — this is a scenario. These are the metrics that would prove the playbook worked for your brand.
Visibility score
From 0% upward. The first mention on any engine is the milestone that proves the sources are being read.
Recall prompt
Does the engine describe the brand accurately when asked "What is <brand>?" That is rung 1 of the visibility ladder and comes before any recommendation.
Cited sources
The roundups and review sites the engines quote for "sensitive skin" prompts. This is the outreach list for step 2.
Sentiment
Once mentioned, how the engines describe the brand — the ingredient story should come through, not just the name.