- Your Shelf Share, product by product. Every product an answer names gets its own row: whether it’s the top pick, whether it’s yours, whether the answer warns against it. Together they make your Shelf Share.
- The price the AI quotes. The price, offer and price tier (budget, mid, premium) exactly as the answer states them, beside your own.
- Who gets the sale. Where the answer sends the shopper: your own site, Amazon, Walmart or another store, and the retailers it names.
- Shopping cards, sources, promotions. Product cards read in full, every page the answer cites, every deal it repeats.
- Narrative Accuracy. Every claim about your product checked against your own site: supported, contradicted or unsupported, with errors and mix-ups listed.
- Who took your spot. Every rival the answer puts forward instead, in every answer.
One answer, annotated
An illustrative answer to best vitamin C serum for oily skin under $50, and what Slingso records from it.Top pick: Brightline C15 Serum, $38. Lightweight, oil-free, 15% vitamin C. Buy it on Amazon. ①②③ Also good: your Daylight C Serum, $45. Fragrance-free, but heavier, so better for dry skin. ④ Glowkind Vitamin C Drops are popular, but users report breakouts. ⑤ Sources: a beauty editor’s roundup, a Reddit thread. ⑥
- Product row: Brightline C15 named first and as the top pick; not yours.
- Quoted price: $38, budget tier.
- Who gets the sale: Amazon.
- Your row: named second at $45. The answer says “heavier, better for dry skin”; your site says “oil-free gel for oily skin”. Narrative Accuracy marks it contradicted.
- A warning: Glowkind is named, with a caution against it.
- Citations: both pages, so you can see where the AI got its view.