• by Ronn Torossian , 5 hours ago

More than a third of U.S. consumers now begin product research inside ChatGPT, Claude, Gemini, Perplexity, or Google AI Overviews.

The 2026 media plan still does not have a line for that.

Every answer is an ad -- and the spreadsheet your team is filling out right now, which includes GRPs, CPMs, viewability and retargeting, is optimizing distribution for channels your buyers have already partially exited.

The collapse most CMOs haven't priced in

Two years ago, ranking number one on Google meant AI visibility. The same content sat at the top of the page and inside the chatbot answer.

That’s no longer the case. Down from roughly 70% to under 20%, according to data from GEO firm Brandlight and synthesized in our latest research at 5W, the page your media team is buying traffic to does not appear inside the answer your buyer is reading. Your media plan and your visibility plan are now two different documents, but most planners are still treating them as one.

The brief needs to change

Three lines should appear on every 2026 media plan that don't appear today:

Citation share by engine. Your share of mentions inside ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. You should be measuring against your defined competitor set and across your defined buyer prompts. This is the new share of voice.

Retrieval anchors. The owned and earned assets, like research, executive bylines, structured FAQ pages, trade coverage, are what the engines pull from when answering category prompts.

Prompt-level reporting. Buyers no longer type "best CRM for mid-market." They type a full sentence to an LLM. You should be measuring against the 50–200 prompts that drive your category.

Without those three lines, the media plan you're putting together is deficient.

Why this lands on media buyers first, not PR

Media buying is where the budget lives. PR teams have been arguing about generative AI for two years. The line item lives with the planner, and the planner reports to the CMO, who is being asked in 2026 board meetings the only question that matters: What is our share of the answer?

Ad budgets and answer-engine visibility have decoupled. The planner who continues to optimize against the old correlation is allocating capital against a chart that no longer holds.

What goes into the plan instead

A modern media plan should include:

A baselineCitation audit, scored across five engines and run quarterly. Measure across Citation Frequency (40%), Cross-Engine Breadth (20%), Query-Type Breadth (20%), Extractability (15%), Crawl Access (5%).

AGEO retainer that produces retrieval anchors monthly.  Proprietary research, FAQ schema, executive bylines, trade-press placement engineered for AI retrieval.

Aprompt panel of 50–200 buyer-stage queries the brand reports against the way it once reported against a keyword set.

That is the citation plan. It sits alongside the media plan. In 2027, it absorbs it.