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Blog post · AI visibility

Before your next client calls, four people you've never met have already formed an opinion

Four of the five AI engines your buyer uses are in this room. None of them agree on your firm.

Jacob Shamis Co-Founder, Selectio.ai

You've been to this party.

Packed room, industry event, everyone working it and nobody touching the canapés. Four people stand in different corners. They don't know each other and have never compared notes. Tonight, they are all forming an opinion about the same thing.

In the first corner: Alex. The most popular person in the room. He knows everyone and has already told three people tonight who they should call.

Across the room: Maya. She is reading something on her phone. When you introduce yourself, her first question is, "What have you published on this in the last six months?"

Near the door: Victoria. She ran the check before she walked in: credentials, rankings, third-party references. She barely nods when something passes. You notice when she does.

At the bar: James. He has barely spoken all evening. Whoever is making the decision checks in with him last, and when James speaks, that is the one they choose.

Alex, Maya, Victoria, and James at a networking event, four AI assistants forming opinions in the same room
Alex, Maya, Victoria, and James: four very different opinions forming in the same room.

You can't win all four the same way. What Alex talks about, Maya fact-checks. What impresses Victoria, Alex already assumed. James won't speak until the other three have.

They are also not at a party. Their names are ChatGPT, Perplexity, Gemini, and Claude, and the conversation about your firm is already happening without you.

Alex · ChatGPT

Meet Alex, the connector

Alex, the character representing ChatGPT, confident and well-connected at the event

Alex is ChatGPT. He is almost always the buyer's first call, because he is the easiest: a lay of the land, a first shortlist.

"Oh, I know exactly who you should talk to."

If your firm is missing from Alex's answer, you never enter the conversation.

Alex is also the hardest one to impress. He works partly from memory: what he knows about you was built from third-party mentions and credible references that existed before anyone asked. In Firesign's audit of AI legal answers, ChatGPT cited Wikipedia in 35.6% of answers and Chambers in 4.1%. You had to be talked about before you arrived.

Maya · Perplexity

Meet Maya, the fact-checker

Maya, the character representing Perplexity, reading intently on her phone with many tabs open

Maya read the study, and she means the study, not the summary. Ask her about a firm and she has primary sources before you finish the question.

"I have 47 tabs open. Did you read the study, or just the summary?"

Maya is Perplexity. This is where the vetting begins.

She cites more than anyone in the room. In Whitehat SEO's March 2026 analysis of 118,000 AI answers, run with Qwairy, Perplexity averaged 21.87 sources per response against 7.92 for ChatGPT. She prefers recent work: the same analysis reports Perplexity citing month-old content 82% of the time and content older than six months 37% of the time. The white paper you published 18 months ago and never followed up does not count.

She is also changeable. In InterCore's 2026 study of 1,600 Perplexity answers, roughly half of the firms named appeared in only one of three identical runs. This is where firms that made Alex's shortlist get eliminated.

Victoria · Gemini

Meet Victoria, the gatekeeper

Victoria, the character representing Gemini, composed and appraising, checking credentials

Victoria doesn't ask where you went to school. She already knows. She checks credentials, rankings, endorsements, third-party mentions.

"Were you in the FT? What's your Chambers ranking? I'll need references."

Victoria is Gemini, the credentialed gatekeeper. She runs on Google's own index and on Google's record of who is who: which people, firms, and institutions are connected, and how. Earned media and recognized outlets are what count with her.

A firm that writes excellent articles but has not been mentioned by outlets she respects does not pass. You can't self-certify with Victoria.

James · Claude

Meet James, the closer

James, the character representing Claude, quiet and deliberate at the bar

James speaks last. He says the least. He carries the most weight.

"I'll only recommend someone I'd stake my own reputation on."

James is Claude. In the same Whitehat SEO analysis he cited the fewest sources per answer of the four, 5.67 on average. He is trying to be right rather than comprehensive: the senior advisor who listens to everyone in the room before giving a final assessment.

If you were invisible to the other three, James has little to go on. He can't vouch for a firm he doesn't know.

And one more who never comes to the party: Google's AI Overviews, the answer at the top of the Google search your buyer runs anyway, built from Google's own index and shown before the first link. Four of the five engines are in this room tonight. The fifth is waiting on your buyer's desk.

Why the room never compares notes

Whitehat SEO and Qwairy analyzed 118,000 AI answers between January and March 2026 and found that only 11% of cited domains appeared on more than one platform. Averi reports the same 11% overlap between ChatGPT and Perplexity from its own analysis of 680 million citations (March 2026).

A firm can appear on all four. Some do. What the data shows is more uncomfortable: appearing on one tells you almost nothing about the others, because these platforms don't share sources, indexes, or authority signals. Alex, Maya, Victoria, and James never compare notes.

"We show up in ChatGPT" tells you Alex knows your name. It says nothing about Maya's vetting queue, Victoria's credential file, or James's final shortlist.

What this means for your firm

Know which of the five your buyers use at each stage. A general counsel may start with Alex and spend most of her time with Maya; a private-equity associate may go straight to Victoria.

Build Alex over time. His answer depends on the third-party mentions that existed before your buyer asked.

Feed Maya. Recent, primary-source-backed analysis of the issues your clients face now.

Earn Victoria's respect. Press coverage, rankings, peer citations. Someone else has to vouch for you.

Let James follow. Be visible, credible, and current across the other three, and James has enough to speak.

Each AI platform is a distinct audience with distinct criteria, and has to be treated that way.

The firms that figure this out first

They appear in the answers that produce mandates. The general counsel who started with Alex, ran diligence with Maya, credentialed with Victoria, and got James's sign-off is calling the firm that worked the whole room.

The reception doesn't end. It is running right now, in every browser where your next client is researching your category. The question is whether your name comes up in every corner, or only one.

See where your firm stands across all five engines.

Selectio maps your firm's presence across ChatGPT, Perplexity, Gemini, Claude, and Google's AI Overviews, so you know where you're visible and where you're missing.

Run your AI visibility check

Sources: Whitehat SEO / Qwairy, "Perplexity vs ChatGPT vs Gemini: AI Citations," March 2026 (118,000 AI answers, January to March 2026); Averi, 680-million-citation analysis, March 2026; Firesign, audit of AI legal answers; InterCore, Perplexity consistency study (1,600 answers), 2026.