Cited
Sample reportVia SightlineSep 1, 2026

Harbor Coffee

https://harborcoffee.example

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How to read these numbers. Every score here runs from 0 to 100, where 100 is the best we can measure and 0 the worst. They describe what we could see on the pages we fetched, on the date shown. They are not a promise about where Harbor Coffee will appear in Google or in any assistant — those are other companies' systems and nobody controls them. Two scores here can disagree without either being wrong: one looks at these pages, the other at how the whole site stands in search. And any visibility figure we sample moves up and down between measurements, so read it across several samples rather than one.

Read this aloud

Ask who gets named before you read the scores. A high on-page number only means the pages are ready to be quoted.

Buyer prompts
Not asked yet

Sightline read the pages on your server. Google finding and ranking a page is search presence. Ask the buyer prompts before assuming an assistant names this brand.

The definition and the comparison use the brand name. The other questions use the service a customer would ask for, plus any question headings on the page. 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 coffee roaster

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

    Unchecked

  3. 03coffee roaster 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 for a coffee roaster?

    Open recommendation — the prompt that decides the vendor

    Unchecked

How the pages are built

52out of 100

Search presence

Weak

94out of 100

On-page setup

Strong

95out of 100

AEO setup (on-page)

Strong

98out of 100

GEO setup (on-page)

Strong

On-page setup, AEO and GEO measure how the pages are built. A high number there means the pages are ready to be quoted — not that Google, ChatGPT or Perplexity name this brand today. Only search presence is measured off the site, from Google keyword and link data.

What the page scan found
Harbor Coffee was read by Sightline on harborcoffee.example. Its search presence score is 52 out of 100, measured from Google keyword and link data. The on-page setup score averages what we could read on the pages themselves and does not include search presence, so a high on-page number sits happily beside a low search one. None of these scores say whether an assistant already names this brand. 25 of 26 checks were measured; 1 did not come back and carries no weight in any score.
Work we perform

This is on us, not on your team. Nothing here is a task for you.

  • We handle thisHigh impact

    We test how assistants answer questions about you

    Nobody currently knows whether ChatGPT, Claude, Perplexity or Google's answer features name Harbor Coffee when someone asks about you — not you and not us — until somebody asks them repeatedly and writes down what comes back.

    We run a fixed set of buyer questions against each assistant on a schedule and log every answer, so your visibility is measured instead of assumed.

    You find out whether you are being named, how often, and whether that changes after the work above.

Not measured this scan

These readings did not come back. That is a gap in our measurement, not something found on the site, so they count neither for nor against any score.

  • Page speed on a computer

    Page speed on a computer was not measured for Harbor Coffee this scan. That is a gap in our measurement, not something we found on your site, so we will not call it either good or bad.

    We'll pick it up next time. Nothing for you to do.

    Your score isn't affected — it is worked out only from what we could actually measure.

  • Named in answer engines

    Whether an assistant already names this brand was not measured this scan. A strong search score does not mean an answer feature names you.

    We'll ask the buyer prompts on the next pass. Nothing for you to do.

    Your score isn't affected — this reading was never part of it.

  • Cited by ChatGPT or Perplexity

    Whether ChatGPT or Perplexity names this brand was not measured this scan. How the page is set up does not answer that.

    We'll ask the buyer prompts on the next pass. Nothing for you to do.

    Your score isn't affected — this reading was never part of it.

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. 01AEOHigh impactEffort: 3 hours

    Answer your customers' questions on the page

    Harbor Coffee's pages are written as marketing statements rather than answers. When someone asks an assistant a real question about your work, there is no passage on your site it can quote, so it quotes somebody else.

    Under a heading phrased as the question a customer actually asks, put the direct answer in the first two sentences. Detail after.

    Assistants quote whoever answered the question first and plainest.

  2. 02GEOMedium impactEffort: 45 min

    Make your business details agree everywhere

    Harbor Coffee's name, phone number and address do not agree from one part of your own site to another, so an assistant comparing options has no way to tell which version is current — and tends to drop the ones it cannot pin down.

    Decide which name, address and phone are correct, then have them corrected everywhere they appear on the site.

    One consistent record is easier to trust and easier to repeat back.

  3. 03SEOMedium impactEffort: 4 hours

    Speed up your pages on phones

    Harbor Coffee's pages are slow to load on a phone. Slow coffee roaster sites get abandoned by customers before the page paints, and get read less often by the automated readers that gather sources.

    Have your developer compress the images and remove unused code on your slowest pages, starting with the homepage.

    Faster pages get seen by more customers and read more often by assistants.

  4. 04GEOLow impactEffort: 30 min

    Publish a short summary for assistants

    Harbor Coffee does not publish the short, plain summary some assistants look for when they want a quick statement of what you offer and where — so they build that summary themselves, from whatever they happen to find.

    Ask your developer to publish a one-page summary of your services, service area and contact details at a fixed address on the site.

    Cheap to add, and still rare among local competitors.