Cited
Sample reportSep 7, 2026

Harbor Coffee | Wholesale Beans

https://harborcoffee.example/wholesale

Scan another URL

Rings are on-page readiness only. They are not proof that Google, ChatGPT, or Perplexity already name this brand.

33

Page overall

Weak on-page setup

79

SEO setup

Decent on-page setup

9

AEO setup

Weak on-page setup

16

GEO setup

Weak on-page setup

Buyer prompts
Not asked yet

This scan only read the page. Google finding the URL is SEO. AEO and GEO stay unproven until these buyer prompts are asked in ChatGPT, Perplexity, or AI Overviews.

These prompts are pulled from the page: question headings, the brand name, the category job, a local phrasing, and a comparison. That is how we know what to ask — not by guessing keywords.

  1. 01What is Harbor Coffee?

    Definition prompt — models quote the first extractable sentence

    Unchecked

  2. 02Best Wholesale coffee that keeps regulars coming back for a first-time buyer

    Category job — this is how people brief ChatGPT, not with your slogan

    Unchecked

  3. 03Wholesale coffee that keeps regulars coming back near me

    Local / proximity prompt — AI Overviews and maps-style answers

    Unchecked

  4. 04Harbor Coffee vs alternatives

    Comparison prompt — if a rival is named, they own the citation

    Unchecked

  5. 05Who should I hire or buy from for Wholesale coffee that keeps regulars coming back?

    Open recommendation — the prompt that decides the vendor

    Unchecked
What the page scan found
Harbor Coffee | Wholesale Beans has solid on-page SEO (79). AEO readiness is 9 and GEO readiness is 16 — those are page-setup scores, not proof that Google AI Overviews, ChatGPT, or Perplexity already name this brand. Citation proof was not measured. Weakest on-page pillar: AEO. This month: stop treating indexation as an aeo win; check chatgpt and perplexity before calling geo fine; add a real faq with faqpage schema.

Make this a monthly property

A one-off scan goes stale the next time a model refreshes. The service recrawls on a cadence, tracks score drift, and hands you a five-task sprint.

Five-task sprint

  1. 01AEOmedium lift

    Stop treating indexation as an AEO win

    Google finding the URL is SEO. AEO is whether AI Overviews and answer boxes use you as the answer.

    Take the buyer prompts on this report. Run each in Google with the AI Overview visible. Record cited / not cited and who was named. That log is the AEO score that matters.

  2. 02GEOmedium lift

    Check ChatGPT and Perplexity before calling GEO fine

    Schema and llms.txt make you easier to cite. They do not prove a model already names you.

    Ask ChatGPT and Perplexity the same buyer prompts. If a competitor is the answer, that is the GEO gap — not a green crawl check.

  3. 03AEOmedium lift

    Add a real FAQ with FAQPage schema

    Question/answer pairs are the format answer engines already emit.

    Publish 5–8 questions customers ask a salesperson. Mark them up with FAQPage JSON-LD. Keep answers under 60 words.

  4. 04AEOsmall lift

    Open with a 40-word definition

    The first paragraph is what gets quoted. If it is a vibe sentence, you will not be cited.

    “[Brand] is a [category] that [does X] for [audience].” Then prove it. No hero poetry.

  5. 05GEOmedium lift

    Publish Organization schema with sameAs

    Generative engines need to know the brand is a real entity, not a thin domain.

    Add Organization JSON-LD: name, url, logo, founding date, and sameAs links to LinkedIn, Wikipedia, Wikidata, or Crunchbase.