AeoAtlas
Registo / login
Dados de exemploRota de exemplo

Exemplo de Auditoria de Visibilidade em IA para Northwind Coffee

Dados fictícios apenas para pré-visualização; não é um pedido pago.

Detalhes da auditoria

Site
https://northwind.example
Gerado
15 de jun. de 2026
Idioma
English
Tipo de relatório
Auditoria única de prompts selecionados

Taxa observada de mencoes da marca

24%

Observado apenas neste teste selecionado.

Taxa de menção de concorrentes

41%

Observado apenas neste teste selecionado.

Principal concorrente

Brewline

Observado apenas neste teste selecionado.

Posição média da marca

3,2

Observado apenas neste teste selecionado.

Resumo executivo

Achados de prompts selecionados, com limites claros.

This sample report checks selected buyer-intent prompts for a fictional coffee brand. Northwind Coffee is mentioned in a minority of sampled answer slots and is rarely recommended first.

Brewline is the strongest observed competitor because it appears in comparison and local list prompts more consistently.

The repeated citation pattern points to review directories and comparison articles, which means Northwind's biggest opportunity is to create answer-first category content and improve third-party proof.

Prompts amostrados
12
Sistemas amostrados
4
Resumo de menções da marca
Mentioned in 24% of sampled answer slots.
Concorrente mais forte
Brewline appeared most often in category and comparison prompts.
Padrão de citações/fontes
List articles and review directories were cited more than owned pages.
Primeira ação recomendada
Create an answer-first category page for sustainable office coffee in Austin.

Teste de prompts de compra

Achados de prompts selecionados, com limites claros.

Prompts verificados
12
Sistemas verificados
ChatGPT, Perplexity, Gemini, Claude
Mercados/idiomas verificados
United States - English, Austin - English
Data gerada
15 de jun. de 2026

This sample checks selected prompts and selected engines, not the whole internet.

Marca vs concorrentes

Achados de prompts selecionados, com limites claros.

Taxa observada de mencoes da marca

24%

Observado apenas neste teste selecionado.

Taxa de menção de concorrentes

41%

Observado apenas neste teste selecionado.

Principal concorrente

Brewline

Observado apenas neste teste selecionado.

Posição média da marca

3,2

Observado apenas neste teste selecionado.

Brewline

: High

38%

Wins from comparison articles and list placements.

Peak Roast

: Medium

22%

Strong local review signals, weaker owned content.

  • What are the best specialty coffee roasters in Austin?
  • Recommend a sustainable coffee subscription.

Cobertura de prompts

Achados de prompts selecionados, com limites claros.

Prompt 1

What are the best specialty coffee roasters in Austin?

Concorrente mencionadoPontuação de oportunidade: 82
Sistema
ChatGPT
Intenção
Category discovery
Marca mencionada
Não
Concorrentes mencionados
Brewline, Peak Roast

Diagnóstico

Competitors have stronger third-party list placements for this category.

Ação recomendada

Create a buyer-facing category page and pursue inclusion in local comparison lists.

Citações/domínios fonte: local-coffee-guide.example, reviews.example

Prompt 2

Is Northwind Coffee a good choice for office coffee?

MencionadaPontuação de oportunidade: 64
Sistema
Perplexity
Intenção
Brand validation
Marca mencionada
Sim - Posição da marca: 2
Concorrentes mencionados
Brewline

Diagnóstico

The brand appears, but the answer lacks proof points and service detail.

Ação recomendada

Add concise office coffee proof, delivery details and customer evidence near the top of the page.

Citações/domínios fonte: northwind.example

Prompt 3

Northwind Coffee vs Brewline: which should I choose?

Precisa de revisãoPontuação de oportunidade: 76
Sistema
Gemini
Intenção
Competitor comparison
Marca mencionada
Sim - Posição da marca: 3
Concorrentes mencionados
Brewline

Diagnóstico

Answers lack direct owned comparison data and lean on third-party summaries.

Ação recomendada

Publish a fair comparison page that addresses audience fit, pricing signals and service differences.

Citações/domínios fonte: comparison.example

Prompt 4

Recommend a sustainable coffee subscription.

OportunidadePontuação de oportunidade: 88
Sistema
Claude
Intenção
Recommendation
Marca mencionada
Não
Concorrentes mencionados
Peak Roast

Diagnóstico

Sustainability claims are not packaged as answer-ready content.

Ação recomendada

Create a sustainability proof page with direct claims, certifications and sourcing details.

Citações/domínios fonte: sustainable-products.example

Mapa de citações

Achados de prompts selecionados, com limites claros.

northwind.example/about

Site próprioMelhorar página existente

The owned page is cited when the brand is named, but it does not answer buyer prompts directly.

Prompts onde a fonte apareceu
Brand validation prompts
Relação com a marca
Owned source
Concorrentes presentes
Não informado

Improve entity facts, service proof and direct category answers.

local-coffee-guide.example

Lista/artigoOportunidade de outreach

AI systems repeatedly use this source when recommending local options.

Prompts onde a fonte apareceu
Category discovery prompts
Relação com a marca
Third-party source without the brand
Concorrentes presentes
Brewline, Peak Roast

Pursue inclusion or publish a stronger owned comparison resource.

reviews.example/coffee-austin

DiretórioReivindicar perfil

Directory signals help answer systems choose shortlist candidates.

Prompts onde a fonte apareceu
Local recommendation prompts
Relação com a marca
Directory profile
Concorrentes presentes
Brewline

Claim and refresh profile facts, categories and links to service pages.

Diagnóstico

Achados de prompts selecionados, com limites claros.

Página answer-first ausente

No page directly matching buyer-intent category prompts

The site explains the brand, but it does not answer high-intent category questions in a concise source page.

  • Category discovery prompt did not mention the brand.

Create a category page that answers the buyer question in the first 100 words.

Citações externas fracas

Competitors have stronger third-party proof

Comparison articles and directories mention competitors more often than Northwind Coffee.

  • Two repeated sources included Brewline but not Northwind.

Prioritize inclusion in relevant directories and comparison pages.

Plano de ação recomendado

Achados de prompts selecionados, com limites claros.

  1. 1

    Create an answer-first category page

    Prioridade: AltoEsforço: MédioImpacto esperado: Alto

    Competitors were mentioned in category prompts while the brand lacked a page answering the query directly.

    Exemplo: Create a page targeting 'best sustainable office coffee in Austin' with a direct answer, proof points and service details.

    Categoria
    Content
    Prompts relacionados
    What are the best specialty coffee roasters in Austin?
    Fontes relacionadas
    local-coffee-guide.example
  2. 2

    Publish a fair competitor comparison page

    Prioridade: AltoEsforço: MédioImpacto esperado: Médio

    Versus prompts lack direct comparison evidence and lean on competitor-friendly third-party pages.

    Exemplo: Compare Northwind Coffee and Brewline by delivery area, office plan fit, sourcing and customer proof.

    Categoria
    Content
    Prompts relacionados
    Northwind Coffee vs Brewline: which should I choose?
    Fontes relacionadas
    comparison.example
  3. 3

    Refresh directory and review profiles

    Prioridade: MédioEsforço: BaixoImpacto esperado: Médio

    Directory pages are already used as source material in recommendation prompts.

    Exemplo: Claim the profile, align categories and add links to office coffee and sustainability pages.

    Categoria
    Citations
    Prompts relacionados
    Recommend a sustainable coffee subscription.
    Fontes relacionadas
    reviews.example/coffee-austin

Prontidão técnica AEO/GEO

Achados de prompts selecionados, com limites claros.

The sample site is crawlable, but answer engines need clearer entity signals, concise buyer answers and better structured proof.

Crawler access

Pronto

The sample site can be fetched by standard crawlers.

Keep robots.txt open for desired AI crawlers.

Schema and entity signals

Precisa de trabalho

Organization and Service schema are incomplete.

Add Organization and Service schema with sameAs profiles.

Answer-first content structure

Precisa de trabalho

Buyer questions are answered too late in the page.

Lead service pages with concise answers and proof points.

Metodologia e limitações

Achados de prompts selecionados, com limites claros.

Como o relatório foi produzido

  • Selected buyer-intent prompts were tested across selected AI and answer systems.
  • The report records observed brand mentions, competitor mentions and visible source patterns.
  • Findings are diagnostic and intended to prioritize concrete actions.

Limitações

  • AI answers vary by model, prompt wording, geography and date.
  • This report checks selected prompts and selected engines.
  • It does not guarantee ChatGPT rankings, recommendations, citations, traffic or revenue.
Exemplo de Auditoria de Visibilidade em IA para | AeoAtlas