Published Growing Search case
AI mentions for a nutrition retailer
A reseller's discovery questions concern the brands it carries and the places where shoppers can buy them.
Results reported by Growing Search
- AI Overviews brand mentions
- +38%
- ChatGPT brand mentions
- +41%
Observation period and sample undisclosed
Observation period and sample undisclosed
The question
Is the saved answer evaluating a product brand, a seller or a cited source?
Classify the subject of an AI answer
Classify the subject before treating a mention as a retail recommendation. Product choice and seller choice can appear in the same answer.
A product brand is being compared
Record the product attributes under discussion. The retailer must not inherit a manufacturer claim simply because it sells the item.
A place to buy is being selected
Check the facts the store can support, such as the offered product and fulfilment information. Keep that task distinct from product efficacy.
A source is linked
Save the exact destination and the claim it supports. A name in the answer and a linked page belong in different fields.
The brief needs supporting evidence
Choose the factual gap the proposed coverage should resolve. Give the writer the approved seller facts and a reviewable question.
| Published action | Recommended check | Record to retain |
|---|---|---|
| Question mapping | Separate product-brand questions from seller questions in the register. | Question, role being evaluated and expected factual evidence. |
| Coverage | Review the factual purpose of the proposed article before outreach. | Approved seller facts, article purpose and editorial reviewer. |
| Tracking | Retain the answer and linked destination with each observation. | Question, assistant, date, answer and cited URL. |
Reseller questions in the published campaign
The nutrition retailer in Growing Search's report sold other manufacturers' products. The agency mapped brand and buying-location questions, reviewed cited sources and produced articles for industry sites. Its reported increases count brand mentions, with no published period or sample.
A question register for another reseller
Build separate groups for choosing a product brand and choosing a seller. A store may have a useful answer to the second question without being the manufacturer described in the first. Record that role before asking for visibility work, especially when a response mixes product recommendations with retail destinations.
Preserve the complete answer when reviewing a question. A brand name in the text and a link to its website need separate fields. The AI citations guide provides a method for following the linked destination and checking the claim it supports.
An editorial brief grounded in the retail offer
For a comparable retailer, review the information the store and its suppliers can support before commissioning coverage. The writer needs to distinguish the seller's service from any claim about product efficacy.
- List the brands the store actually carries and confirm the relevant product destinations.
- Identify the question an external article would help its reader answer.
- Require accurate descriptions and publisher review instead of a guaranteed mention.
Measurement from the answer to the store
Repeat a stable question set and keep the dates attached to each observation. Record referred visits and purchases through the store's own reporting when those records are available. Increased mentions can justify further investigation, while an explanation of sales requires evidence from the buying path.
Prepare a check for your own site
Choose the checks that fit your site and add the baseline you will use. The download includes this analysis, related guides and the original Growing Search publication.
Findings
Count a seller observation only under the seller role defined in the question register. Otherwise a change in the mix of product and shopping questions can change the summary while the store's position in comparable answers stays unchanged.