AI recommendation monitoring and GEO optimization

Understand the problem before deciding how much to invest.

Pricing follows the measurement and governance scope: the brands, products, markets, models, question families, evidence review, publication work and monitoring frequency required.

Ways to start

Edith · Free Check

Initial signal

¥0

Five fixed questions, one sample each and up to three active model APIs.

Start the free check →

Edith · Formal baseline

Quoted by measurement scope

Scoped quote

Brands, products, markets, models, question families and repeats determine the work.

Discuss a baseline →

Homer + Friday · Brand or Product GEO

Quoted by governance scope

Scoped quote

Approved facts, authorized work, publication collaboration and a comparable Edith post-test.

Discuss GEO work →

Edith · Managed monitoring

Monthly or quarterly

Subscription scope

Track recommendation, facts, sources shown in the answer and the next improvement opportunity.

Discuss monitoring →

Winin · Enterprise

Multiple brands and markets

Custom quote

Portfolio permissions, private deployment and approved CMS, PIM, ERP or commerce-data integrations across the three-product system.

What changes the quote

  • Number of brands, products, models, variants and SKUs
  • Markets, languages, AI models and product surfaces
  • Question clusters, repeated runs and competitor set
  • Visible-source analysis and human fact review
  • Website, product-page, content, data and external-source work
  • Approved CMS, PIM, ERP or commerce-data integration
  • Monitoring and reporting frequency

Every scope makes the outcome and evidence clear

The proposal states what will be measured, which work is included, who approves publication and how the post-test will be run. Content volume is not the core billing unit.