AnswerShelf: AEO & Visibility

AnswerShelf: AEO & Visibility

Pricing
From $49/month. Free trial available.
Rating
0.0 (0 Reviews)

Shoppers ask AI what to buy. AnswerShelf publishes the product facts and answers they look for.

AnswerShelf reviews product descriptions, metafields, and related catalog data for missing buyer-facing facts. It scores selected products within each run's coverage and drafts a Fix Pack with structured facts, buyer-question answers, search terms, image alt text, and claim guardrails. You can edit every suggestion, and nothing is published until you approve the Fix Pack. Approved facts publish as metafields. Buyer-question tests show what product evidence assistants can verify.

AnswerShelf reviews product descriptions, metafields, and related catalog data for missing buyer-facing facts. It scores selected products within each run's coverage and drafts a Fix Pack with structured facts, buyer-question answers, search terms, image alt text, and claim guardrails. You can edit every suggestion, and nothing is published until you approve the Fix Pack. Approved facts publish as metafields. Buyer-question tests show what product evidence assistants can verify. more
  • Scan and score selected products for AI shopping readiness
  • Generate merchant-reviewed Fix Packs of structured facts
  • Test products against real buyer questions to verify evidence
  • Publish approved facts to your store as structured metafields

Languages

English

Categories

Pricing

Choose the plan that best fits your business.

Starter

$49 / month

Features

  • 100 active products
  • 50 AI Fix Packs per month
  • 200 buyer question tests per month
  • 250 live AI checks per month

7-day free trial

Growth

$129 / month

Features

  • 1,000 active products
  • 500 AI Fix Packs per month
  • 2,000 buyer question tests per month
  • 1,250 live AI checks per month

7-day free trial

Scale

$299 / month

Features

  • 5,000 active products
  • 2,500 AI Fix Packs per month
  • 10,000 buyer question tests per month
  • 3,000 live AI checks per month

7-day free trial

All charges are billed in USD. Recurring and usage-based charges are billed every 30 days. See all pricing options

Reviews

Overall rating
0
Counts per rating level
  • 0% of ratings are 5 stars
  • 0% of ratings are 4 stars
  • 0% of ratings are 3 stars
  • 0% of ratings are 2 stars
  • 0% of ratings are 1 stars
No reviews yet

Support

App support provided by No Worries! Lifestyle, LLC.

Developer

Launched

July 22, 2026

Data access

This app needs access to the following data to work on your store. Learn why in the developer's privacy policy .

View staff and contributor data:

Store owner

  • Store owner

    Name, email address, phone number, physical address

View and edit store data:

Products, Online Store, Shopify admin

  • Edit products

    Products, collections

  • Edit Online Store

    Online Store page content on a path controlled by the app

  • Edit Shopify admin

    Files

Want to add an app?

Try Shopify free for 3 days