Evidence · Sample report

Sample report one-pager: Solaria (consumer)

The last page of every study report, with an invented consumer brand: four outcome rates with denominators, share of category conversation, assistant split, cited sources, and where to act first.

The one-pager is the last page of every study report: where you stand, and where to act first. This one shows the structure with an invented brand so there are no confidentiality questions.

Sample: Solaria, a sunscreen sold in Mexican pharmacies. Invented brand, invented competitors, invented figures. The structure is real; the numbers belong to nobody.

Study base: 396 responses read (3 assistants x 3 repetitions). Every rate below prints its denominator.

The four outcome rates

RateResult
Mentioned26% (103 of 396 responses)
Recommended11% (44 of 396 responses)
Named as the best3% (12 of 396 responses)
With a purchase path7% (28 of 396 responses)

Reading: Solaria appears in a quarter of the category conversation, but presence is not preference. One in ten answers recommends it, and almost none call it the best. The gap between mentioned and recommended is the work.

Share of category conversation

Share of all brand mentions recorded across the study:

BrandShare
Bloqsol34%
Dermalux27%
Solaria18%
Vera Sun12%
The pharmacy private label9%

Reading: the private label sits in the same conversation as the premium brands. This is the interchangeability trap, and it is why the competitor set has to include who the models treat as rivals, not who the sales team respects.

Mention rate by assistant type

Same brand, three different machines, reported separately:

Assistant typeMention rate
Memory-only call9% (12 of 132)
Search-then-answer22% (29 of 132)
Google AI Mode31% (41 of 132)

Reading: “Awareness inside the model’s memory is weak; the open web is what carries the brand.” The lever is not the brand’s own site.

Where the answers come from

Share of all citations recorded across the study:

SourceShareWho controls it
profeco.gob.mx31%The regulator. Cannot be edited.
farmaciasanpablo.com.mx24%The retailer. Editable.
aad.org19%Earned. Medical authority.
reddit.com/r/mexico14%Earned. Community.
elpoderdelconsumidor.org12%Earned. Consumer organization.

Half of what assistants say about this category comes from a page the brand cannot edit and a retailer page it can.

Where to act first

Three actions, three different natures:

  1. This quarter, without asking permission: rewrite the retailer and marketplace product pages. farmaciasanpablo.com.mx carries a quarter of the citations and belongs to the editable column.
  2. Editorial and PR: ingredient safety has the weakest presence and the most available citations. Earn the medical and consumer-organization sources: aad.org, elpoderdelconsumidor.org.
  3. Accept and surround: the profeco.gob.mx page cannot be displaced. Be precise and present around it.

Notes

  • All figures are from the invented Solaria sample; the invented-sample note above travels with the asset wherever it is embedded.
  • Denominator note: the share tables state their base in words (all brand mentions, all citations recorded); raw mention and citation counts must be added to these tables before publication to satisfy the denominator rule with counts, not labels only.
  • Study base line prints 396 responses; the per-assistant split is 132 each. Question count deliberately not stated (not in canon).

Where to go next

The same structure, applied to a considered purchase: the B2B sample one-pager. Or tell us your category and we will scope the real version.

The evidence behind it

The devices below are the same ones a real report is built from. The numbers are an invented sample; the shape is not.

Device

The four outcome rates

Each rate prints its denominator. A percentage with no population behind it is a decoration.

26% 103 of 396 responses

Mentioned. The brand appears in an answer to a question that never named it. The floor: presence in the category conversation.

11% 44 of 396 responses

Recommended. The assistant actively suggests it. Being listed among eight is not being told to buy it.

3% 12 of 396 responses

Named as the best. The answer distinguishes it instead of grouping it. The strongest and rarest form of presence.

7% 28 of 396 responses

With a purchase path. The answer says where to buy it. The closest honest proxy to purchase intent, with no analytics needed.