01Product discovery crosses platforms
A buyer can discover a category through Google, ask an AI tool to compare options, read marketplace reviews, inspect a retailer listing, and visit the brand website before purchasing elsewhere. Category pages, product pages, creator content, third-party comparisons, reviews, and retailer information all contribute to that journey.
The relevant question is where buyers find reliable product information and what prevents them from choosing. Different AI and marketplace experiences have different eligibility rules and information sources. Visibility in one is not a promise of visibility or sales in another.
What we may evaluate
Scope follows the commercial question and available access, rather than a commitment to manage every ecommerce channel.
- Ecommerce SEO, category structure, product architecture, and internal linking.
- Product discovery across search, relevant AI experiences, marketplaces, and retailer platforms.
- Product facts, descriptions, attributes, structured data, and consistency across destinations.
- Buyer questions, comparison content, reviews, and useful user-generated content.
- Conversion paths, mobile product evaluation, analytics, and brand/entity clarity.
- Relevant readiness for AI-assisted shopping: accurate information, accessible policies, and clear handoffs.
Common failure patterns
Strong products can be difficult to discover when categories reflect internal organization rather than how people shop. Product pages may repeat a supplier description without answering questions about fit, compatibility, usage, delivery, or returns. Inconsistent information across sellers can make comparison harder.
Other patterns include organic visibility concentrated on existing brand demand, marketplaces outperforming the brand on relevant categories, weak links between guides and products, hidden review evidence, and search and merchandising teams working separately. Marketplace visibility is not automatically a problem; the question is how the channel supports the brand’s commercial objectives.
Two representative scenarios
Illustrative examples, not client results.
- A specialist product brand has useful buying guides but no clear links to suitable categories. A focused project may connect guide intent, category structure, and product decision information before adding more content.
- A multi-product retailer has inconsistent specifications and thin category explanations. The priority may be a shared product-information standard and a limited category pilot, with validation before wider rollout.
Experience applied to the right question
Giselle’s existing founder profile describes experience across ecommerce operations, product information, marketplace environments, technical SEO, analytics, and conversion. That background helps connect search recommendations to merchandising and operational realities. Prior experience is context for judgment, not a forecast of another company’s results.
Keep the engagement commercially focused
An Audit can examine where product discovery and decision support are breaking down. A Fix-First scope can address a verified category, information, linking, or conversion issue. Ongoing work is appropriate when there is a sustained search improvement program and capacity to act. Platform administration, inventory operations, paid-media management, and custom checkout development are not automatically included.
