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Issue 07The CitationCase study

The brand that became Perplexity's top source in its category

What changed in the business's data and content before the AI started citing them first.


[PLACEHOLDER: This is a composite illustration. Replace with a real, anonymized HousLogic client result and verified numbers before publishing.]

A regional home services company, call them Summit Comfort, had a problem they couldn't see. Their Google rankings were decent. Their reviews were strong. But when we ran a 30-prompt audit across ChatGPT, Perplexity and Gemini, they showed up in just [PLACEHOLDER: 4] answers.

Two competitors appeared in more than [PLACEHOLDER: 20].

The before picture

The audit turned up a few patterns:

  • Inconsistent identity. The business was listed under three slightly different names across directories, with two old phone numbers still live.
  • Thin third-party coverage. Almost every mention of them online came from their own site or paid listings.
  • Keyword content, not answer content. Their service pages were built for search terms like "best HVAC repair" but never directly answered the questions buyers actually ask.
  • No structured data. The AI had to guess what kind of business they were, where they operated and what they offered.

None of these is dramatic on its own. Together, they made Summit Comfort hard for an AI to trust.

What changed

Over roughly [PLACEHOLDER: 90] days, the work focused on four areas:

  • Cleaning up the data. One name, one address, one phone number, one clear category, everywhere. Old listings were corrected or removed.
  • Adding schema. Their site gained structured data describing the business, its service area, services, reviews and FAQs.
  • Building answer content. A set of plain-language pages answered real questions: "How long does a furnace last?" "Is it worth repairing a 15-year-old AC?" Each page led with a direct answer.
  • Earning independent mentions. A local news feature, a community sponsorship write-up, and a spot on two regional "best of" lists gave the AI outside sources to cite.

The after picture

When we re-ran the same 30 prompts:

  • Summit Comfort appeared in [PLACEHOLDER: 19] answers.
  • On Perplexity, they were the first-cited source for [PLACEHOLDER: X] of their core category questions.
  • Their new FAQ pages were quoted directly in several responses.

[PLACEHOLDER: Add a business outcome, calls, booked jobs or revenue change, if available.]

Why Perplexity moved first

Perplexity shows its sources openly and leans heavily on recent, clearly structured content. When fresh, consistent information appeared, it picked it up fast. ChatGPT and Gemini followed more gradually.

What you can learn from this

  • Your biggest AI visibility problem might be boring: inconsistent listings.
  • What others say about you counts more than what you say about yourself.
  • Content that answers questions directly is far easier for an AI to quote.
  • Results compound. Each fix makes the next one work harder.

The takeaway

Summit Comfort didn't become a better business in 90 days. It became an easier business for AI to understand and trust. That's what GEO really is.

Want to see how many of your category's top questions name you? Request a free HousLogic AI visibility audit. Link in the comments.

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