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SignlLabs™ created the AI Signaling discipline. These are outlets where the practice and the campaigns it runs have been covered.
When someone asks ChatGPT who is best in your category, it names two or three brands and stops. There is no page two. SignlLabs™ measures whether the name it gives is yours, then does the earned-media work that changes the answer.
A baseline you can audit. A plan tied to it. Re-measured every quarter. What we will never do is promise you a rank. Nobody controls the engines.
people a month now see an AI-generated answer instead of a list of links.
Google / TechCrunch, 2026clicks roughly halve the moment an AI summary appears above the results.
Pew Research, 2025drop in Google referrals to publishers through November 2025.
Chartbeat / Reutersof AI citations come from sources outside the top 100 search results.
BrightEdge, 2026Your ranking is no longer the finish line. Being named is.
They sound interchangeable and they are not. Click one to see what it actually does, and where it stops.
Why keywords cannot win this: an AI does not answer the question it was asked. It quietly splits one prompt into about five hidden research queries, then names the brands it trusts across all of them. You cannot keyword your way into that. You earn it, in every source the engine reads.
This is the part that is hard to see from the outside, and it is the whole reason this is PR work rather than web work. The job is not making more of your own voice. It is changing what the engine finds when it goes looking.
Ten buyer questions, five engines. We record what each one cited, not just whether you were named.
Those citations name the sources each engine trusts in your category. Your absence from them is the gap: specific, not “do more PR.”
Earned citation, entity records and structured answers placed into exactly those sources.
The same questions next quarter show which placements the engines picked up and which they ignored.
Wave four is aimed better than wave one, because three waves of evidence tell you where these engines actually look.
Not more volume every quarter, better aim every quarter. And because the sources stay on the record, wave one keeps paying in wave six.
SignlLabs™ created the AI Signaling discipline. These are outlets where the practice and the campaigns it runs have been covered.
Measurement and execution under one roof, not a dashboard.
We tell you the move, sequenced by your weakest area, then make it.
Measured against the right benchmark for your category, not an average.
We earn the media, build the schema, seed the sources. No SaaS tool can.
SignlLabs™ was built inside a working agency, by the people who run it.
Four decades of building reputations one relationship, one story and one placement at a time.
Runs GCW public relations agency.
Leads the practice, the methodology and the clients behind it.
Every engagement is backed by a working earned-media agency: the same team that places the stories, builds the schema and seeds the sources the engines retrieve from. The measurement is one half of the job. Moving the number is the other.
Our white paper, The Answer Economy: How AI Decides Which Brands to Recommend, breaks down how ChatGPT, Gemini, Claude, Copilot and Perplexity decide which brands to name, why earned media drives roughly 82 to 84 percent of AI citations while owned pages account for only 5 to 10 percent, and what to do about it. Ten sections, every figure timestamped.
NewsroomSent to your inbox, and downloadable the moment you ask. See what is inside.
How AI decides which brands to recommend, and how to be the one it names. 2026.
Announcements from Global Communication Works about SignlLabs™, its AI Signaling practice. Media and licensing inquiries: hi@signllabs.ai.
SignlLabs™ is the AI Signaling practice of Global Communication Works (GCW). SignlLabs created the AI Signaling discipline: the practice of measuring how recommendable a brand is across ChatGPT, Google Gemini, Claude, Microsoft Copilot and Perplexity, then engineering the lift through earned media. Learn more at signllabs.ai.
Global Communication Works (GCW) is a full-service public relations and reputation management agency with nearly 40 years of work across women’s health, consumer packaged goods, wellness and lifestyle, energy, technology and law. Services span earned media and news bureau, reputation and crisis management, public affairs, influencer strategy, photo and video production, media and presentation training, and AI Signaling through SignlLabs. Learn more at gcw.agency.
A baseline audit runs your ten buyer questions across all five engines and comes back with where you stand, per engine, and the one thing to move first. No dashboard subscription, no rank promises.
Or start with The Answer Economy, our 2026 white paper on how the five engines decide which brands to name. Ten sections, every figure timestamped.