Auto GeniusAI WORKING SEMINAR
THE ROOM, IN FOCUS · SEPTEMBER 20, 2026

Better insight.
A useful next step.

The strongest ask is to make sense of marketing data across sources. The hour turns that work into a local app, with a clear path for people building for the first time.

09responses receivedLatest survey snapshot
9/9

already use AI for analysis

7/9

want insight across sources

6/9

want to connect marketing data

4/9

report no listed building experience

9 RESPONDENTS · MULTIPLE SELECTIONS

What you want to leave able to do.

Participants could select up to two outcomes.

  1. Spot issues and opportunities across sources7 / 9
    7 of 9
  2. Connect marketing data for an audit6 / 9
    6 of 9
  3. Get better results with structured prompting2 / 9
    2 of 9
  4. Discover requirements and ask better questions1 / 9
    1 of 9
  5. Turn an idea into an app or tool plan1 / 9
    1 of 9
  6. Start building a simple app with AI1 / 9
    1 of 9
9 RESPONDENTS · MULTIPLE SELECTIONS

How you prompt today.

Context and follow-ups are familiar. Interviewing and reviewing a staged plan have room to grow.

  1. Provide context, examples or output format8 / 9
    8 of 9
  2. Ask a question or give one instruction8 / 9
    8 of 9
  3. Refine through follow-up prompts7 / 9
    7 of 9
  4. Ask AI to interview or clarify first3 / 9
    3 of 9
  5. Break work into steps and review each3 / 9
    3 of 9
9 RESPONDENTS · MULTIPLE SELECTIONS

Experience spans the room.

Self-reported activities, not an assigned skill score. One person can select several types of experience.

  1. None of these yet4 / 9
    4 of 9
  2. Connected a tool to data or an API3 / 9
    3 of 9
  3. Created an AI prototype or simple app3 / 9
    3 of 9
  4. Used no-code forms, dashboards or automation2 / 9
    2 of 9
  5. Launched something others use2 / 9
    2 of 9
FROM SURVEY TO SESSION · OUR INTERPRETATION

A progressive hour, built around these answers.

00–10 MIN

Prompt → questions

Improve the request, then let AI interview you. 3 of 9 have tried asking AI to clarify first.

10–30 MIN

Project → evidence

Save your goal and plan. Work through GA4 and Google Ads exports to develop a supported finding and a build brief.

30–55 MIN

Build → verify → refresh

Generate your own branded app. Check the numbers and update it with another local upload. Stretch challenges stay optional.

The final five minutes: share what worked, choose the next use, and explore optional connections. Everyone follows the same reporting definitions; each question and app can be different.

See how the group uses AI and reviews performance Two more survey views +
9 RESPONDENTS · MULTIPLE SELECTIONS

AI is already part of the work.

Every respondent selected writing, brainstorming and analysis.

  1. Brainstorm campaigns or research audiences9 / 9
    9 of 9
  2. Analyze spreadsheets, reports or results9 / 9
    9 of 9
  3. Write emails, ads or social posts9 / 9
    9 of 9
  4. Create repeatable workflows or assistants4 / 9
    4 of 9
  5. Building tools or apps3 / 9
    3 of 9
9 RESPONDENTS · MULTIPLE SELECTIONS

How performance gets reviewed.

Uploaded reports are a familiar starting point. Direct AI connections are less common in this group.

  1. Review individual-platform reports6 / 9
    6 of 9
  2. Use AI to interpret uploaded reports6 / 9
    6 of 9
  3. Manually combine or compare sources5 / 9
    5 of 9
  4. Use dashboards combining sources3 / 9
    3 of 9
  5. Do not work directly with this data1 / 9
    1 of 9
  6. Connect AI directly to data sources1 / 9
    1 of 9

About this snapshot

Based on 9 submitted responses in Auto Genius | AI Workshop 3.csv, covering September 18–20, 2026. Every question has 9 answers. Counts show respondents selecting each option; selections can overlap and do not add up to 9. Chart labels are shortened for readability. This describes the respondents so far, not a skill assessment of every attendee.

The charts report survey selections. The teaching recommendations are our interpretation of those selections.

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