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Gab AI

AI for Marketers

AI for marketing: connect campaign results, research and copy.

Turn campaign data into a useful report, find themes in customer interviews and write a press release from approved facts. Keep the research, message and next decision connected.

Start in Chat

Talk through the message before the campaign.

Ask a question, try an idea and refine the answer in the same conversation.

Compare two angles against the same offer

The first leads with replacing pages; the second leads with returning to projects.

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Gab AI Chat conversation and follow-up for marketers.
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Message ideas

Gab AI Chat conversation and follow-up for marketers.
Read the conversation and try the prompt

Arya

The first leads with replacing pages; the second leads with returning to projects. Both can fit the offer, but neither proves a customer preference. Ask which problem matters in the audience’s own words.

Your follow-up

Give me one question to investigate.

Arya

When you return to an older project, what is harder: finding the right notes, or making room for the next set? Ask for a recent example before testing either message.

Build a campaign report, research summary or announcement

Separate what the results show from the hypotheses you want to investigate.

Calculate the notebook campaign report

Show total conversion, channel differences and cost per attributed order with the definitions intact.

Try this in Gab AI Work
Gab AI Work: Calculate the notebook campaign report.
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Campaign report

Gab AI Work: Calculate the notebook campaign report.
Read the prompt and inspect the full example

Show total conversion, channel differences and cost per attributed order with the definitions intact.

Notebook-campaign-results.csv

Attributed orders / landing visits

60 attributed orders from 1,800 visits

32 / 800 · 4.00%Email
View as table
60 attributed orders from 1,800 visits
CategoryValueMaximum
Email32 / 800 · 4.00%800
Instagram18 / 600 · 3.00%600
Short video10 / 400 · 2.50%400

USD 160 spend; USD 5.00 per attributed order.

Notebook-campaign-results.csv

The report uses the total denominator and USD 500 spend; attribution does not establish profit or new customers.

Read the source material

Notebook-campaign-results.csv

Recorded totals

Landing visits: 1,800. Attributed orders: 60. Spend: USD 500. Conversion = 60 / 1,800 × 100 = 3.33%. Cost per attributed order = 500 / 60 = USD 8.33, rounded.

Metric definitions

Orders are attributed using the sample campaign’s reporting convention. Customer acquisition, profit, returns and repeat purchases are not supplied. Order counts are not verified revenue or new-customer counts.

Email results

Email: 800 landing visits, 32 attributed orders, USD 160 spend.

Instagram results

Instagram: 600 landing visits, 18 attributed orders, USD 180 spend.

Short video results

Short video: 400 landing visits, 10 attributed orders, USD 160 spend.

About these examples

Plan campaigns, research customers and report results

Turn research into a clear brief and a public-facing draft.

Give the next marketing decision its evidence

Check the campaign denominator

Calculate conversion and cost per attributed order from the sample rows.

Explore the example

Inspect the notes behind a theme

Filter the research notes and see which themes overlap.

Explore the example

Prepare the announcement for review

A finished draft with only the supplied product facts.

Explore the example

Answer the next media question

Distinguish an approved fact from a missing claim before distribution.

Explore the example

Add the campaign export and metric definitions before sending.

Read all source material

Notebook-campaign-brief.txt

Approved offer

Fieldnote refillable notebook: USD 24. Shipping begins November 7, 2026. Audience: people who keep project notes. No sustainability certification, discount, shipping price or durability test has been supplied.

Message hypotheses

A: Keep the cover. Start a new set of notes. B: One place for the projects you keep coming back to. Five research notes mention replacing pages and finding old project notes; this is a qualitative sample, not a representative survey.

Channel plan

Monday email, Wednesday Instagram, Friday short video. Campaign owner: marketing lead; review owner: brand editor. Each asset needs approved / changes requested / pending status. Prepare draft copy only; publication and scheduling are separate actions.

Notebook-campaign-results.csv

Recorded totals

Landing visits: 1,800. Attributed orders: 60. Spend: USD 500. Conversion = 60 / 1,800 × 100 = 3.33%. Cost per attributed order = 500 / 60 = USD 8.33, rounded.

Metric definitions

Orders are attributed using the sample campaign’s reporting convention. Customer acquisition, profit, returns and repeat purchases are not supplied. Order counts are not verified revenue or new-customer counts.

Email results

Email: 800 landing visits, 32 attributed orders, USD 160 spend.

Instagram results

Instagram: 600 landing visits, 18 attributed orders, USD 180 spend.

Short video results

Short video: 400 landing visits, 10 attributed orders, USD 160 spend.

Notebook-research-notes.csv

Sample scope

Five purpose-created notes are supplied for a coding exercise. They are not real testimonials or a representative survey. There are no demographic, recruitment, market-size, willingness-to-pay or population-preference findings.

N01

N01: I reuse a good cover, but my pages run out.

N02

N02: I want fresh pages when I start a project.

N03

N03: Finding an old project note takes too long.

N04

N04: I keep separate notes for ongoing projects.

N05

N05: Replacing pages matters more to me than a new cover.

Notebook-research-brief.txt

Coding question

Review the five supplied notes for two themes: replacing or starting fresh pages, and organizing or retrieving project notes. A note may support both themes; count coded notes, not customers or market share. Keep the exact note IDs and wording visible so the analyst can inspect the interpretation.

Messages to investigate

Compare the campaign hypotheses A: Keep the cover. Start a new set of notes. and B: One place for the projects you keep coming back to. Theme frequencies may suggest what to investigate; they do not establish a winning message, causal lift, willingness to pay or what most buyers want.

Proposed next study

Propose interviews with people who actually keep project notes, asking how they replace pages and find earlier notes before showing messages A and B in counterbalanced order. Record recruitment and sample limitations, reasons for preference, unclear wording and unanswered questions. Sample size, recruitment criteria, consent process, budget and approval are not yet supplied; do not claim a study has been conducted.

Notebook-announcement-brief.txt

Approved product facts

Prepare a press announcement draft for the Fieldnote refillable notebook. Approved facts: product name Fieldnote refillable notebook; price USD 24; shipping begins November 7, 2026; intended audience people who keep project notes. The announcement is a draft for brand-editor review, not approved for release.

Claims and missing information

No free-shipping offer, sustainability certification, durability test, discount, spokesperson quote, media contact, purchase URL or company-location information is supplied. Omit unsupported claims and invented contact details. The five research notes must not appear as customer testimonials or public market-preference statistics.

PR approval and next steps

Before distributing, the brand editor checks the product name, price, shipping date and every claim. Obtain approved media-contact and purchase information separately if needed. Keep the announcement, media questions and source facts distinct. Do not send outreach, publish content, create scheduled jobs or mark the release approved.

Build a campaign report

Show total conversion, channel differences and cost per attributed order with the definitions intact.

Notebook-campaign-results.csv

Refine campaign claims against the evidence

Compare the draft with a focused revision, keeping the source facts in view.

Try one focused revision

Suggested follow-up using the same source facts.

Focused follow-up

What change should I ask for?

Turn this finding into a follow-up research question. Preserve the three note IDs and explain what the count cannot show.

Original excerpt

What does the existing example say?

Page replacement appears in N01, N02 and N05: three coded notes. These are note counts from the sample, not population preferences.

Suggested revision

What could that revision look like?

N01, N02 and N05 mention replacing or starting fresh pages. How do people who keep project notes handle page replacement, and why? Three coded notes suggest a question to investigate; they do not measure customer preference or establish a winning message.

Draft a research follow-up question
Inspect the source facts and reasoning

A theme with traceable evidence

Read the source note and the sample limits together.

Why can the theme counts add up to six when there are five notes?

Overlapping themes N02 mentions fresh pages and starting a project, so it supports both themes. Adding the two theme totals would count that note twice. The coding rule counts notes within each theme; these are not population preferences.

Does this establish which campaign message will win?

A winning message? No. The notes suggest themes to investigate. They are qualitative and not representative; the brief explicitly excludes claims about a winning message or causal lift.

What should the analyst investigate next?

Next study Ask people who keep project notes how they replace pages and retrieve earlier notes before counterbalanced review of messages A and B. Recruitment, sample size, consent, budget and approval still need decisions.

Notebook-research-notes.csv

Notebook-research-brief.txt

Summarize the research notes

A public claim with an approved fact

Keep the announcement separate from missing product or media information.

Can the announcement promise free shipping?

Shipping No shipping price or free-shipping offer is supplied. The approved fact is that shipping begins November 7, 2026.

Can we quote the five notes as customer testimonials?

Testimonials No. They are purpose-created research material. The announcement brief explicitly excludes using them as testimonials or public market-preference statistics.

Is this announcement ready to distribute automatically?

Release status It remains a draft for brand-editor review. Product facts, claims and any contact or purchase details need approval before distribution. The example sends and publishes nothing.

Notebook-campaign-brief.txt

Notebook-announcement-brief.txt

Draft the press announcement

Bring your campaign brief or customer research

Open a prompt as an editable draft. Add the listed source material or your own inputs before sending.

Chat

Compare campaign messages

Three message directions tied to customer needs, with evidence gaps and approval questions.

Compare campaign messages
Read and use this prompt

Use Chat to discuss the request and refine the result with follow-up questions.

Deliverable: Message comparison

What to provide

  • Approved product facts, audience and positioning brief

Example prompt

Compare three campaign messages using my approved product facts and audience brief. Explain the customer problem each addresses, flag claims needing evidence and keep suggested copy separate from approved wording.

What to check

  • Substantiate product claims
  • Confirm audience and dates
  • Approve before publishing
Work

Calculate the notebook campaign report

The report uses the total denominator and USD 500 spend; attribution does not establish profit or new customers.

Read and use this prompt

Use Work to create and revise the editable Notebook campaign report.txt with the supplied source files.

Deliverable: Notebook campaign report.txt

What to provide

  • Notebook-campaign-results.csv: results; attribution is the supplied campaign convention.

Example prompt

Create Notebook campaign report.txt from Notebook-campaign-results.csv. Calculate visits, attributed orders, spend, conversion and cost per attributed order for each channel and total. Use 60 / 1800 for total conversion and 500 / 60 for total cost. Preserve attribution limits; do not label orders new customers, profit or verified revenue.

What to check

  • Verify the offer and research limitations
  • Approve each channel asset before publishing
  • Recalculate metrics from the original export
Work

Trace qualitative themes to the actual notes

Inspect the five notes behind a message hypothesis, then plan what to investigate next.

Summarize customer research
Read and use this prompt

Use Work to create and inspect the self-contained HTML example before any publication decision.

Deliverable: Notebook-research-evidence.html

What to provide

  • Notebook-campaign-brief.txt
  • Notebook-research-notes.csv
  • Notebook-research-brief.txt

Example prompt

Using Notebook-research-notes.csv, Notebook-research-brief.txt and Notebook-campaign-brief.txt, create Notebook-research-evidence.html. Show the exact five notes, code page-replacement and project-organization themes, count overlapping coded notes and link each interpretation to its note ID. Compare the two message hypotheses and propose the follow-up study with recruitment, sample and approval gaps explicit. Make theme filters work. Do not claim a representative survey, a winning message, real testimonials or a completed study. Deliver a self-contained HTML evidence board.

What to check

  • Inspect every source and assumption
  • Review claims and limitations with the responsible editor
  • Approve any separate publication or research activity yourself
Work

Prepare an announcement from approved facts

Create a reviewable announcement and answer media questions without inventing claims.

Draft the announcement
Read and use this prompt

Use Work to create and inspect the self-contained HTML example before any publication decision.

Deliverable: Notebook-press-announcement.html

What to provide

  • Notebook-campaign-brief.txt
  • Notebook-announcement-brief.txt

Example prompt

Using Notebook-campaign-brief.txt and Notebook-announcement-brief.txt, create Notebook-press-announcement.html. Prepare a polished product-announcement draft and a separate media Q&A with selectable questions and exact source excerpts. Preserve Fieldnote refillable notebook, USD 24 and shipping beginning November 7, 2026. Omit unsupported quotes, contact details, certifications, discounts, free shipping and customer statistics. Keep brand-editor review pending. Do not send outreach, publish or schedule anything. Deliver the self-contained HTML file.

What to check

  • Inspect every source and assumption
  • Review claims and limitations with the responsible editor
  • Approve any separate publication or research activity yourself
More prompts
Chat

Draft a launch email sequence

Three editable launch email drafts with consistent facts and claims marked for review.

Draft a launch email sequence
Read and use this prompt

Use Chat to discuss the request and refine the result with follow-up questions.

Deliverable: Email drafts

What to provide

  • Verified launch details, audience consent rules and brand voice

Example prompt

Draft three launch emails: introduction, use-case explanation and final reminder. Use only the supplied product facts and confirmed dates, avoid invented urgency and identify any claim requiring substantiation. Return drafts; do not send them.

What to check

  • Substantiate product claims
  • Confirm audience and dates
  • Approve before publishing
Work

Build a campaign calendar

A campaign workbook linking each planned asset to its brief, dates, budget assumptions and approval owner.

Build a campaign calendar
Read and use this prompt

Use Work to build and revise Campaign calendar.xlsx from your source material.

Deliverable: Campaign calendar.xlsx

What to provide

  • Approved channels, content briefs, dates and review owners

Example prompt

Create a campaign workbook with channel, audience, creative brief, confirmed date, owner, review state and budget assumption. Include a summary of pending approvals and dependencies. Do not schedule posts or purchase ads. Deliver "Campaign calendar.xlsx" as the requested editable artifact. Ask for missing source material rather than inventing facts.

What to check

  • Substantiate product claims
  • Confirm audience and dates
  • Approve before publishing
Work

Create an editable campaign presentation

An editable campaign deck with source notes, measurement definitions and decisions still awaiting approval.

Read and use this prompt

Use Work to build and revise Campaign presentation.pptx from your source material.

Deliverable: Campaign presentation.pptx

What to provide

  • Approved positioning, research findings and asset permissions

Example prompt

Build a presentation of the campaign objective, audience evidence, message directions, channel plan and measures of success. Use supplied research and approved assets; add source notes and separate proposals from authorized spend. Deliver "Campaign presentation.pptx" as the requested editable artifact. Ask for missing source material rather than inventing facts.

What to check

  • Substantiate product claims
  • Confirm audience and dates
  • Approve before publishing
Chat

Compare two notebook campaign messages

A comparison explains the angle each message tests, without inventing proof from a five-note qualitative sample.

Read and use this prompt

Use Chat to inspect the supplied evidence, question the draft and revise its wording before using it.

Deliverable: Response in Chat

What to provide

  • Notebook-campaign-brief.txt: Purpose-created offer and message research, not customer testimonials.

Example prompt

Compare the two message hypotheses in Notebook-campaign-brief.txt. Produce Notebook campaign message variations.txt with channel-ready variations and the angle each tests. Preserve price and shipping date. Do not invent a discount, certification, durability result or representative customer research.

What to check

  • Verify the offer and research limitations
  • Approve each channel asset before publishing
  • Recalculate metrics from the original export
Work

Build the notebook content and approval calendar

A working sample calendar includes captions, variation and review ownership; it does not publish posts.

Read and use this prompt

Use Work to create and revise the editable Notebook content and approvals.csv with the supplied source files.

Deliverable: Notebook content and approvals.csv

What to provide

  • Notebook-campaign-brief.txt: Purpose-created offer and message research, not customer testimonials.

Example prompt

Create Notebook content and approvals.csv from Notebook-campaign-brief.txt. Include email, Instagram and short-video copy with sample timing, brand-editor review and pending status. Preserve the offer. Do not publish posts, mark approvals complete or create scheduled jobs.

What to check

  • Verify the offer and research limitations
  • Approve each channel asset before publishing
  • Recalculate metrics from the original export
Chat

Plan a customer research study

A renewal-research plan with neutral interview and survey questions, decision links and sampling limitations.

Plan a customer research study
Read and use this prompt

Use Chat to question the source material and revise the response before preparing a file.

Deliverable: Response in Chat

What to provide

  • Research question, target population and sampling constraints

Example prompt

Create a research plan to understand why business customers renew our software subscription. Use the decision questions and known constraints I provide. Propose interview topics, neutral survey questions and sampling limitations without inventing customer evidence.

What to check

  • Check response coding
  • Verify counts
  • State sample limits
Chat

Draft a press announcement

A press-release draft using approved facts and authorized quotes, with missing details marked.

Draft a press announcement
Read and use this prompt

Use Chat to question the source material and revise the response before preparing a file.

Deliverable: Response in Chat

What to provide

  • Approved announcement facts, spokespeople and publication timing

Example prompt

Draft a press release from these approved announcement facts. Include headline, lead, supporting context and supplied contact details. Use only authorized quotes, mark missing information, and avoid invented statistics or exaggerated claims.

What to check

  • Verify facts and quotes
  • Confirm attribution
  • Communications approval
Work

Build an approval calendar

A content calendar organized around asset permissions, review ownership and pending approvals.

Build an approval calendar
Read and use this prompt

Use Work to build and revise Social content approval calendar.xlsx from your source material.

Deliverable: Social content approval calendar.xlsx

What to provide

  • Approved content briefs, planned dates, assets and review owners

Example prompt

Create a workbook with channel, content purpose, asset reference, rights status, planned date, approval owner and revision state. Summarize pending approvals and distinguish drafts from scheduled posts; do not connect accounts or publish. Deliver "Social content approval calendar.xlsx" as the requested editable artifact. Ask for missing source material rather than inventing facts.

What to check

  • Substantiate claims and promotions
  • Verify dates and asset rights
  • Approve before posting
Work

Create a reporting workbook

A reporting workbook with explicit metric definitions, source periods and transparent comparison formulas.

Create a reporting workbook
Read and use this prompt

Use Work to build and revise Social performance workbook.xlsx from your source material.

Deliverable: Social performance workbook.xlsx

What to provide

  • Actual performance export, metric definitions and comparison periods

Example prompt

Build a workbook comparing the supplied channel metrics across consistent periods. Preserve denominators, distinguish impressions from unique reach and flag missing data. Do not invent engagement results or attribute changes to a campaign without evidence. Deliver "Social performance workbook.xlsx" as the requested editable artifact. Ask for missing source material rather than inventing facts.

What to check

  • Substantiate claims and promotions
  • Verify dates and asset rights
  • Approve before posting

Make the campaign persuasive and the report checkable

Questions about Gab AI for marketing teams

How can Gab AI help me compare campaign messages?

Give Chat the approved product facts, audience and positioning brief. Ask for distinct message options with the promise and supporting evidence made clear. Review the claims before testing; a proposed message does not establish customer preference or campaign performance.

Can I build a campaign calendar in Work?

Supply the approved channels, content briefs, dates, budget assumptions and review owners. Ask Work for a workbook that connects each asset to its brief, deadline and approval step. The example opens a draft and does not publish or schedule a campaign.

What should I check before using the marketing materials?

Verify product facts, claims, audience assumptions and dates. Keep recorded campaign metrics separate from research interpretation and proposed messaging. Use the notes to plan further research; the press announcement remains pending brand-editor review.

How does Scheduled tasks fit this workflow?

Prepare a repeatable competitor or campaign research brief, then choose its timing and email delivery explicitly in Tasks.

Can I inspect the evidence behind a market-research theme?

The research example lets you filter five notes by theme and inspect the original wording. Overlapping codes are counted as notes, not different customers or representative preferences. Use the result to plan further research, not to declare a winning campaign.

Can Gab AI draft a press announcement from approved facts?

Yes. Supply the product facts, claim boundaries and review requirements. The example separates a finished announcement draft from media questions and their sources. Check every claim and obtain approval before distribution; a draft does not send outreach or publish content.

How do I calculate campaign conversion and cost per order?

Supply visits, attributed orders, spend and the reporting definitions. The sample has 60 orders from 1,800 visits: 3.33% conversion. USD 500 divided by 60 is USD 8.33 per attributed order, rounded. Those orders are not verified new customers, and the figures do not establish profit or causal lift.

Can I start in Chat, or do I need Work?

Use Chat for questions and text drafts. Choose Work when you want a project with tools and editable files. Work requires Plus and uses credits; see Pricing for plans and allowances. Opening a draft does not send it or attach the example files.

Turn campaign evidence into your next move.

Bring your results, research notes or announcement brief. Prepare the report and copy your team needs to decide what to try next.

Add the campaign export and metric definitions before sending.