Rare Beauty shows up in
38%
Rare Beauty appears in 0% of buyer questions and 100% of direct comparison questions that include Rare Beauty. Cosmetics appears in 75% of buyer questions.
AI search report
See where Rare Beauty is losing buyers in AI search
See when AI mentions Rare Beauty, where buyer questions leave you out, and what to fix first so more buyers discover you before competitors.
What buyers see in AI search
What AI says before buyers reach Rare Beauty's site
Buyer questions missed
63%
Rare Beauty is left out of 63% of the buyer and comparison questions checked.
Who AI recommends instead
Cosmetics
Cosmetics is the competitor AI surfaces most often here.
Where AI already picks you
AI does not consistently connect Rare Beauty with a clear reason buyers would choose it yet. That usually means the evidence buyers need is either missing, scattered, or easier to find on competitor sites.
Where competitors beat you
- Competitors beat Rare Beauty on Clean Beauty Standards. Milk Makeup is rated moderate while Rare Beauty is limited.
- Competitors beat Rare Beauty on Ingredient Transparency. Milk Makeup is rated strong while Rare Beauty is moderate.
How AI describes you vs competitors
What AI connects each brand with
| What buyers care about | What this means | Rare Beauty | Milk Makeup | e.l.f. Cosmetics |
|---|---|---|---|---|
| Cruelty-free Certification | AI strongly connects Rare Beauty with cruelty-free certification. | Clearly associated | Clearly associated | Clearly associated |
| Vegan Product Range | AI strongly connects Rare Beauty with vegan product range. | Clearly associated | Clearly associated | Clearly associated |
| Price Point | AI strongly connects Rare Beauty with price point. | Clearly associated | Clearly associated | Clearly associated |
| Shade Range Inclusivity | AI sometimes connects Rare Beauty with shade range inclusivity, but the story is not dominant yet. | Sometimes associated | Sometimes associated | Barely associated |
| Ingredient Transparency | AI sometimes connects Rare Beauty with ingredient transparency, but the story is not dominant yet. | Sometimes associated | Clearly associated | Barely associated |
| Clean Beauty Standards | AI gives Milk Makeup more credit for clean beauty standards than Rare Beauty. | Barely associated | Sometimes associated | Barely associated |
Buyer questions you are missing
The questions where buyers may never see Rare Beauty
These are high-intent questions where AI did not mention Rare Beauty. Each one can become a clear answer page AI can trust and reuse, supported by evidence from Rare Beauty's site.
Buyer question
buy vegan lipstick cruelty free online
Rare Beauty was not mentioned in this AI answer.
See the AI answerBuyer question
best cruelty free foundation for sensitive skin
Rare Beauty was not mentioned in this AI answer.
See the AI answerBuyer question
vegan mascara that doesn't smudge
Rare Beauty was not mentioned in this AI answer.
See the AI answerBuyer question
affordable cruelty free makeup brand app
Rare Beauty was not mentioned in this AI answer.
See the AI answerBuyer question
plant based eyeshadow palette no animal testing
Rare Beauty was not mentioned in this AI answer.
See the AI answerBuyer question
vegan concealer for dark circles
Rare Beauty was not mentioned in this AI answer.
See the AI answerWhat to fix first
The shortest path to better AI search presence
Readable turns missed buyer questions into pages AI can trust, clearer evidence buyers can verify, and comparison answers that make it easier for AI tools to recommend you.
Close the Clean Beauty Standards gap before competitors keep winning the recommendation.: Buyers are asking about Clean Beauty Standards, but your homepage barely explains it. AI answers currently connect Milk Makeup more strongly with that need.
Create dedicated comparison landing pages (Rare Beauty vs. e.l.f. Cosmetics, Rare Beauty vs. Milk Makeup) that explicitly benchmark cruelty-free certification, vegan range, and price point—the three attributes already driving 67% association—to capture AI citation on head-to-head queries where Rare Beauty currently underperforms e.l.f. by 25 visibility points.
Publish a structured 'Shade Range Inclusivity' hub page with quantified data (number of shades per SKU, undertone categories, foundation match tool) to lift the 33% association score on that attribute, positioning Rare Beauty in the 'inclusive beauty' category cluster where broader Cosmetics brands dominate at 75% visibility.
Seed ingredient transparency content—INCI breakdowns, clean beauty standard certifications, third-party lab citations—into authoritative sources (Byrdie, INCI Decoder, EWG) that AI models preferentially cite, directly addressing the two lowest-scoring attributes (Ingredient Transparency 33%, Clean Beauty Standards 22%) to close the gap against category leaders.
Vegan-certified product queries (e.g., 'buy vegan lipstick cruelty free online', 'ethical makeup brand vegan certified products') where e.l.f. and Milk Makeup appear but Rare Beauty is absent, likely due to its partial vegan status—closing this gap requires clearer AI-visible messaging around which Rare Beauty products are certified vegan
What you’ll see in the AI search review
Find the AI answers costing you buyers
In one review, we’ll show where Rare Beauty is missing, which competitors AI is recommending instead, and the first pages or evidence updates most likely to help you show up.
The buyer questions where Rare Beauty is left out.
The competitor claims AI is repeating instead.
The first fixes most likely to help Rare Beauty show up.
Fix the buyer moments AI is missing
We’ll show you which AI answers are costing you buyers and what to publish first.
Bring this report to a short review with Readable. You will leave knowing the buyer questions, evidence gaps, and answer pages that matter most.
Improve my AI visibility