?executive check-up Uberlândia
The answer did not list options, it named a single one. Health is the category where models hesitate most before citing a company.
Home › Case Studies
Ultra SEO · AEO · GEOWhere the platform came fromVynco was built inside Agência WB.P, serving national brands with a real book of business, real deadlines and clients demanding results. Every guardrail in the product exists because a real problem showed up in the operation first.
The operation that produced this method serves brands with hundreds of points of sale, large catalogues and market-by-market competition. That is where programmatic scale and the access audit came from.
Brands served by Agência WB.P. Publishing any result figure depends on written authorisation from each one.
Described by the work, not by a number. A presence percentage only appears here with the denominator beside it and with the brand authorising it. It is the same rule we demand of our clients.
Food retail · national
An operation with hundreds of stores and a single page for every market. The search for “cash-and-carry in [city]” had nowhere to land.
Programmatic structure per market, with address, opening hours and product mix marked up in the code, and the content of each region treated as its own page instead of a text variation.
Electronics · national
A large catalogue, descriptions inherited from the manufacturer, and no answer of its own to the questions that come before the purchase.
Content per product line answering the decision question in the first sentence, with verifiable data instead of adjectives, and product markup linked to the organisation.
Fashion · national
A brand strong in imagery and weak in machine-readable text: what carried its authority lived in photos and on social media.
Entity building: real authorship, coherence between the site and the rest of the internet, and collection pages that exist for the machine, not just for the eye.
Lingerie · national
Marketplace competitors holding the answer to category questions, with the brand site left out of them.
Mapping who was being cited instead, content for the unowned questions, and fixing the technical layer that was preventing agent reading.
Each record carries the exact question, the engine and the market where it ran. Most appear first in the answer, and the screenshot of each one is in the open archive.
?executive check-up Uberlândia
The answer did not list options, it named a single one. Health is the category where models hesitate most before citing a company.
?robotic surgery Uberlândia
The answer opens with “yes”. The question was whether the service exists in the city, and the one who stands for the existence of the whole service is the client.
?water truck in Santo André
An urgent service, with the phone number inside the answer. Whoever asks this calls the first name that shows up, ahead of four competitors.
?architecture firm in São Caetano
Source shown in the answer: the client own site, with a 4.9 rating on the map card.
?mattress store Grajaú
The answer brought the address and the opening hours along with it, which only happens when the location data is marked up in the code.
?fence rental Vila Mariana
Source shown: the client site. The answer gives the phone number and the service coverage across São Paulo.
?queue barrier rental São Paulo
The same company showing up in two different questions is not query luck: it is the entity being understood by the machine.
?best pet shop with grooming near me
37.9% presence across 956 checks, in a closed 30-day window. That is the difference between a screenshot and an audit: the same question asked almost a thousand times, with the rate measured.
Seven records are the capture of a single query, with date and engine. The eighth is continuous measurement: the same question repeated over 30 days, with the total number of checks beside the percentage.
On the left, the archive as it enters the dashboard. On the right, one of the answers from the inside, rebuilt as text from the capture. Nothing here is an image: it is the same content the machine reads.
| Query | Market | Engine | In the answer | Checks |
|---|---|---|---|---|
| executive check-up UberlândiaHospital UMC | Uberlândia, MG | ChatGPT | Sole recommendation | – |
| robotic surgery UberlândiaHospital UMC | Uberlândia, MG | ChatGPT | Cited 1st | – |
| water truck in Santo AndréÁguas Marek | Santo André, SP | ChatGPT | Cited 1st | – |
| architecture firm in São CaetanoStudio Meraki | São Caetano, SP | ChatGPT | Cited 1st | – |
| mattress store GrajaúKing Star Colchões | Grajaú, SP | ChatGPT | Cited 1st | – |
| fence rental Vila MarianaProgrades | Vila Mariana, SP | ChatGPT | Cited 2nd | – |
| queue barrier rental São PauloProgrades | São Paulo, SP | ChatGPT | Cited 2nd | – |
| best pet shop with grooming near meVilla Zampa | continuous measurement | Perplexity | Cited 1st | 956 |
→ swipe the table to see position and checks
There is no Google column because there is no measured organic position for these terms. An empty column beats an invented one.
Caminhao pipa em Santo André
If you are looking for water trucks in Santo André (SP), here are the options I found:
Águas Marek - Caminhão Pipa. Av. São Paulo, 111, Cidade São Jorge. (11) 94748-3199. 24h emergency service.
Source shown: Águas MarekLocal supplier, with 24h service and a phone number.
Local supplier, with locations in the city and two phone numbers.
Local supplier, with WhatsApp contact.
The three competitors the answer listed appear unnamed: they are third parties who did not authorize appearing here. What this record proves is the position, and position is proved by counting, not by naming.
An award has a jury, a date and a public record. That is why it appears here by name, while a client result waits for written authorization.
CEO and founder of Vynco. Fifteen years running SEO inside an agency, with a book of business, deadlines and clients demanding results.
He founded Agência WB.P, in São Caetano do Sul, which serves national brands with hundreds of points of sale and large catalogues. It was there, on a real account, that the two things that became product were born: programmatic scale of a page per service and market, and the access audit, which discovered that artificial intelligence readers were being turned away before reading any content at all.
He wrote the Vynco Method, the training material the partner agency network uses to get certified, and runs the platform today.