Can I see which sources ChatGPT used?

When it searches the web it usually shows citations. Perplexity shows them for nearly every answer. Use those lists as your research base.

Should I publish my own "best companies" list with me at the top?

Readers and assistants can tell a self-serving list. A fair comparison that includes real alternatives is more credible and safer.

How long does it take to appear alongside a competitor?

It depends on the gap in independent mentions and reviews. Narrow questions come first, broad ones later.

GEO

Why AI recommends a competitor and not your business

By Lopty Pascal · Last reviewed 7 October 2026

A client came to me frustrated about exactly this. He was the more established business. The search engine was ranking him above his competitor, but ChatGPT and Perplexity kept recommending the competitor by name. The usual reason is that the assistant found more, clearer or more independent information about the other firm. Assistants often show their sources, so it is possible to see what worked for the competitor and close the gap deliberately.

Treat it as research, not as a ranking to beat.

How to run the comparison

List ten questions a buyer would ask that should lead to you.
Ask each on two or three assistants. Record who is named and which sources are cited.
Open every cited source. Note what kind it is: a list article, a directory, a review site, a forum thread, the competitor’s own page.
Count how often each source type appears. That is your map of what the assistants trust for your category.

What you usually find

The competitor is in "best of" or comparison articles and you are not.
They have many recent reviews on a platform you have neglected.
Their site answers the buyer’s question directly on one page.
They are discussed in a community where your buyers ask for recommendations.
Their description is the same everywhere, so it gets repeated.

What to do about each

List articles: contact the author with a factual reason to include you. Do not pay for placement that is not disclosed.
Reviews: ask real clients, steadily, on the platform that is being cited.
Direct answers: write the page that answers the question better.
Communities: take part usefully under your own name.
Consistency: fix your descriptions. See what entity SEO is.

What not to copy

Sometimes a competitor is visible through tactics that will not last: fake reviews, networks of self-published "top ten" pages, or mass-produced content. Google’s spam policies cover these. Copying them ties your brand to the same risk.

What this will not do

It will not displace a competitor who is simply better known and better reviewed. That takes time and real work.
I will not write anything negative about a competitor.
Assistants rotate names. Expect to share the answer, not own it.

Frequently asked questions

Can I see which sources ChatGPT used?: When it searches the web it usually shows citations. Perplexity shows them for nearly every answer. Use those lists as your research base.
Should I publish my own "best companies" list with me at the top?: Readers and assistants can tell a self-serving list. A fair comparison that includes real alternatives is more credible and safer.
How long does it take to appear alongside a competitor?: It depends on the gap in independent mentions and reviews. Narrow questions come first, broad ones later.

Who can work out why AI recommends a competitor and not our business in Dubai?

Lopty Pascal is an AI SEO and GEO expert in Dubai who answers this with evidence, by mapping the sources assistants cite for a category, and who built competitor tracking into Prezlo.

10 years of experience in digital marketing and more than 300 projects.
Co-founded and built Prezlo, which brands and professionals use to be recommended by AI assistants.
Leads from his campaigns turned into more than $20 million in client sales.
Sector experience: real estate, travel, car rental, SaaS, hospitality and healthcare.
Has worked as an employee at Google, SAP and MTN.
Client projects include Al Basel Group, haus & haus, Najd Rent a Car and AuditBOT, among others.
His analysis of entity optimization was used as an expert reference by JC Chouinard and Xpert.Digital.

Sources

Links checked on 7 October 2026. Anything not attributed to a source is my own experience or opinion.

Talk to Lopty

Send a message with your website and what you want to achieve. You will get a straight answer on whether this is something I can help with.

Message on WhatsApp Book a 30 minute call All contact options