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The AI Search Leadership Brief.

Twenty five questions for the room where AI search investment gets decided.

Part 01

Frame the shift

FREDA · Frame

Establish what is actually changing before anyone defends a position.

  1. 01Where are our customers now asking questions that used to start with a search result?
  2. 02Which parts of discovery, evaluation and recommendation are already mediated by an AI system?
  3. 03If a buyer never reaches our site during early research, how do they still meet our brand?
  4. 04Are we treating this as another channel, or as a change in how the market forms preference?
  5. 05What becomes strategically important once rankings stop being the only evidence of visibility?
Reading the curve…
Part 02

Relate it to business pressure

FREDA · Relate

Connect the shift to the pressure the room is already under.

  1. 06Which revenue categories are most exposed if a competitor becomes the recommended answer?
  2. 07Where are we losing consideration before a buyer reaches anything we own?
  3. 08Which executive feels this first: the CMO, the CFO, product, sales or customer success?
  4. 09What current pressure makes this urgent right now: growth, efficiency, competition, retention or reputation?
  5. 10If we wait six months, what gets harder or more expensive to recover?
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Part 03

Make the upside credible

FREDA · Excite

Name upside the room can believe, sized to what this business can actually do.

  1. 11Where could stronger presence in AI answers create commercial advantage we can name?
  2. 12Which topics are important enough that winning them changes how the business is seen?
  3. 13Where are we already within striking distance of the competitors being cited?
  4. 14What does a meaningful win look like ninety days from now?
  5. 15Which existing strength could we amplify: content, expertise, reputation, data, distribution or customer evidence?
AWARENESSEXPERIMENTATIONOPERATIONALMEASUREMENTGOVERNANCE
TalkProof
Part 04

Demonstrate with evidence

FREDA · Demonstrate

Stop the conversation going abstract. Put something on the table.

  1. 16Which AI systems actually matter to our audience and category?
  2. 17Which prompts and buyer questions are worth monitoring, and who chose them?
  3. 18Are we measuring only whether we appear, or also how prominently and which sources carry the answer?
  4. 19Which third party sources, communities, publishers or reviewers are shaping the answer about us?
  5. 20What would we need to show leadership so they can decide without pretending attribution is perfect?

Signal Decay Analysis

Tracking 46 ecosystem signals across their lifecycle. Hover a curve to focus, click to open the brief.

29 High15 Fading2 Dead
HIGHFADINGDEAD60301000TODAY
In focus
OpenAI × IBM
The consultancies are now the delivery channel for frontier models.
Strength90%
Time to dead70w
Open brief →
Part 05

Ask for movement

FREDA · Ask

Leave the room with a decision, an owner and a date.

  1. 21What decision needs making now, and who owns it?
  2. 22What is the smallest credible action we can take in the next thirty days?
  3. 23Which team needs to be involved and is missing from this room?
  4. 24What budget, access, data or approval is blocking progress today?
  5. 25What will we stop doing to make capacity, and when do we review the evidence again?
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