This is a sample report for a fictional business, so you can see exactly what you get.

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Report from September 19, 2026

Panadería La Espiga

Demo data
laespiga.example · panadería · Guadalajara · 16 questions · 4 assistants answered

When people ask AI about panadería in Guadalajara, you appear in 11 of 16 answers. La Providencia appears in 15.

73out of 100
Visible, with gapsCoverage 69 out of 100, prominence 60 out of 100, 4 assistants answer today.
11 of 16questions where you appear
4 of 4assistants that name you
7 of 8questions in Spanish
4 of 8questions in English
Every question, every answer
Customer questionLangChatGPTClaudePerplexityGemini
What are the best panadería businesses in Guadalajara?enNoNoNoNo
Can you recommend a reliable panadería company in Guadalajara?enNoNoNoNo
I need help choosing a panadería provider in Guadalajara. Who should I consider?enNoNoYes, place 1Yes, place 1
Is Panadería La Espiga any good? What do reviews say?enNoNoNoNo
What are some alternatives to Panadería La Espiga?enNoNoNoYes, place 1
Compare the leading panadería companies in Guadalajara.enYes, place 5Yes, place 4NoNo
Who offers the best value for panadería in Guadalajara?enNoNoNoNo
Which panadería business do locals in Guadalajara recommend?enNoYes, place 1NoNo
¿Cuáles son los mejores negocios de panadería en Guadalajara?esYes, place 3NoNoNo
Recomiéndame una empresa confiable de panadería en Guadalajara.esYes, place 1NoNoNo
¿Qué opinan de Panadería La Espiga? ¿Tiene buenas reseñas?esNoNoYes, place 4No
¿Qué alternativas hay a Panadería La Espiga?esNoYes, place 1NoNo
Compara las mejores empresas de panadería en Guadalajara.esYes, place 2NoNoNo
¿Qué empresa de panadería recomienda la gente en Guadalajara?esNoNoYes, place 4Yes, place 4
Necesito elegir un proveedor de panadería en Guadalajara. ¿Cuál me conviene?esNoNoNoNo
¿Cuál es la mejor opción de panadería en Guadalajara ahora mismo?esYes, place 3NoNoNo
All 16 questions, exactly as each assistant answered them.
Your fix list
High impactFix 01
Get your business listed on: facebook.com, google.com, seccionamarilla.com.mx

AI does not invent who to recommend: it repeats what it read. This scan caught the assistants pulling answers from facebook.com, google.com, seccionamarilla.com.mx, and a profile on each one is free or cheap.

See how to do it, step by step
High impactFix 02
Publish your business data in a form AI can read

Without this data AI guesses who you are by reading your page like any other text. With it, it reads your name, your address and your hours without getting them wrong.

See how to do it, step by step
Medium impactFix 03
Add a one-page summary file for AI crawlers (llms.txt)

A simple text file that sums up your business for AI crawlers. Cheap to add, growing fast in adoption, and another 15-minute job for whoever manages your site.

See how to do it, step by step
High impactFix 04
Write one page in English

AI answers in the language it is asked in, and it looks for sources in that language. Your site exists in Spanish only, so in English it has nothing of yours to name.

See how to do it, step by step
Medium impactFix 05
Publish a page comparing you to La Providencia

La Providencia comes up in 15 of the 16 questions. A simple, honest "you vs them" page gives the AIs the material to mention you in the same breath.

See how to do it, step by step
5 fixes for this made-up bakery. On your own report the step by step opens with Pro.
Site check
AI-readable business info (JSON-LD)Missing
AI summary file (llms.txt)Missing
Both are files you add once and they keep working.
Where the AIs get their answers
facebook.com9
google.com8
seccionamarilla.com.mx6
tripadvisor.com.mx5
paginasamarillas.com.mx4
Every site where you have no profile is a place they cite your rivals from instead.
Where you win and lose
Best-of lists2 of 4
Recommendations3 of 4
How to choose1 of 2
Reviews about you1 of 2
Alternatives2 of 2
Comparisons2 of 2
Start with the rows where you lose.
Who AI names instead of youEstimate
You (Panadería La Espiga)11 of 16
La Providencia15 of 16
Puerta Norte15 of 16
Grupo Andino15 of 16
Del Valle y Cia15 of 16
Casa Lumbre15 of 16
Hermanos Rueda14 of 16
Rio Verde13 of 16
La Cumbre13 of 16
Read this as a direction, not a scoreboard. Rival names come from the wording of the answers, so the list moves between scans.

Your move

You know where you stand. Pro tells you what to change, in what order, and how to do it, then re-checks 50 questions every week so you find out the day an AI stops mentioning you.

See Pro