Detailed AI visibility · Free audit panel

Lifeboost Coffee

lifeboostcoffee.com

Scanned 2026-07-23 · Coffee list · Shopify list · Index

44

Visibility score

22%

Blended SoV

2/9

Prompts mentioned

Share of voice by model

22%

openai

22%

perplexity

Top competitors in AI answers

BrandSoV
Aeropress22%
Trade Coffee17%
Blue Bottle Coffee17%
Hario11%
GSI Outdoors11%

Technical AI readiness

AI bots can fetch pages content_direct_answer content_faq_section content_spec_table feed_brand_coverage feed_gtin_coverage feed_price_availability feed_products_json llms.txt present AI crawlers in robots.txt schema_breadcrumb FAQPage schema Organization schema Product schema

Top issues to fix

high impact

Add GTIN/barcode values to product variants. GTINs are required for most AI shopping placements (ChatGPT Shopping, Google Shopping graph).

high impact

Fix Product JSON-LD on product pages: include name, description, image, sku, GTIN, brand, offers.price, offers.availability, aggregateRating and review. This is the primary structured signal AI shopping surfaces read.

med impact

Rewrite product page openings to answer 'what is this and who is it for' in the first paragraph — models quote pages that answer questions directly.

Methodology

Measured via ChatGPT, Claude, Perplexity and Gemini APIs with live web retrieval, fixed weekly prompt panel. API answers approximate but do not perfectly mirror every consumer chat UI.

Want the full prompt-level breakdown? Start the $49/mo AI Visibility Report.

Scan Lifeboost Coffee (or your store)

Free snapshot with your score, top competitor, and first fix.

Scan lifeboostcoffee.com Start Report — $49/mo