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ChatGPT ads in UX Research & Insights Platforms: real examples

Form builders and work management tools take the biggest shares on research questions, ahead of many specialist platforms. Nearly three in five prompts are people learning how to run research, not yet comparing vendors.

The short answer

Hundreds of advertisers showed thousands of ads on UX Research & Insights Platforms prompts from June to August 2026. Jotform ran the largest share, 4% of them.

Real UX Research & Insights Platforms ads from ChatGPT

Exactly as captured, each with the prompt it answered.

  • Jotform ChatGPT ad: Online Evaluation Form Builder

    Online Evaluation Form Builder

    Collect structured feedback, track progress, and grow your team's performance.

    Asked: “Recollective alternatives”
  • Asana ChatGPT ad: There's a smarter way to work

    There's a smarter way to work

    Asana helps you focus on what matters most. Try for free.

    Asked: “how to make every research study build on the findings from previous ones”
  • Accenture ChatGPT ad: Accenture AI research

    Accenture AI research

    Only 1 in 5 orgs unlock AI value. Here's what sets them apart.

    Asked: “insights repository for CPG insights teams”
  • Upwork ChatGPT ad: Build Better Dashboards

    Build Better Dashboards

    Intuitive apps built to scale.

    Asked: “tools for creating polished insight reports for board and leadership presentations”
  • Oracle ChatGPT ad: All-Data AI Search

    All-Data AI Search

    Structured and unstructured, one query

    Asked: “research repository with semantic search”
  • Capterra ChatGPT ad: Top BI & Analytics Tools

    Top BI & Analytics Tools

    Turn data into dashboards & insights.

    Asked: “insights hub with auto-tagging”
  • Monday.com ChatGPT ad: If Dashboards Are A Must

    If Dashboards Are A Must

    See how teams track KPIs and progress with AI dashboards.

    Asked: “insights repository for CPG insights teams”
  • Palo Alto Networks ChatGPT ad: Build Your XDR Shortlist

    Build Your XDR Shortlist

    Review the 2024 Forrester XDR market report.

    Asked: “insights repository for CPG insights teams”
  • RingCentral ChatGPT ad: Stop Hidden Customer Churn

    Stop Hidden Customer Churn

    Uncover churn patterns and act on real-time sentiment.

    Asked: “best software for managing an insight community panel”
  • Jotform ChatGPT ad: Online Questionnaire Maker

    Online Questionnaire Maker

    Create questionnaires online with no coding required. Try it free now.

    Asked: “how to blend survey data with qualitative community discussions”
  • Asana ChatGPT ad: Where teams and AI work as one

    Where teams and AI work as one

    Asana AI understands your business and goals. Try for free.

    Asked: “knowledge management platform for research buyers guide”
  • Accenture ChatGPT ad: 25K+ consumers surveyed - research insights

    25K+ consumers surveyed - research insights

    Consumers aren't asking if they'll use AI. They're deciding where agents take over.

    Asked: “what are virtual consumer panels and how do they work for market research”
  • Upwork ChatGPT ad: Research Plans Help

    Research Plans Help

    Find top-rated AI Research talent.

    Asked: “insights repository for pharma research”
  • Oracle ChatGPT ad: RAG on Your Own Data

    RAG on Your Own Data

    Ground LLMs in AI Database. See a demo.

    Asked: “research repository with semantic search”
  • Capterra ChatGPT ad: Top Survey & Form Tools

    Top Survey & Form Tools

    Find top-rated feedback & data collection apps.

    Asked: “insights repository for CPG insights teams”
  • Monday.com ChatGPT ad: Draft a project charter fast

    Draft a project charter fast

    Define scope, milestones & WBS on monday.com.

    Asked: “platforms for aligning research projects with business goals and timelines”

Who advertises in UX Research & Insights Platforms

Share of the UX Research & Insights Platforms ads we captured, by advertiser.

The prompts that brought these ads

Real questions asked in ChatGPT, grouped by what the wording suggests the buyer was doing.

Comparing options

40% of prompts
  • “top-rated research knowledge base”
  • “agentic survey design vs traditional research”
  • “C Space vs Fuel Cycle for continuous research”
  • “Rival Technologies vs Fuel Cycle for research operations teams”

Learning

58% of prompts
  • “insights repository buyers guide”
  • “platforms for centralizing qualitative and quantitative insights together”
  • “can Fuel Cycle help me run continuous research”
  • “how do MROCs provide deeper insights than survey panels”

Ready to buy

1% of prompts
  • “looppanel pricing per seat in 2026 and how it compares to dovetetail for a small research team”
  • “enterprise insights repository pricing”
  • “enterprise research repository pricing”
  • “how to find and hire skilled moderators for qualitative research studies”

How UX Research & Insights Platforms ads are written

Medians and shares for this industry, next to every ad we captured.

  • 28

    characters in a typical headline

    29 across all ads

  • 65

    characters in a typical description

    69 across all ads

  • 13%

    name the brand in the headline

    11% across all ads

  • 17%

    mention a number, price or percent

    34% across all ads

  • 10%

    use the word free

    11% across all ads

  • 4%

    ask a question in the headline

    4% across all ads

Words their headlines lean on: build, that, tools, agentic, online, every.

How these advertisers target their adsThe Context Hints behind UX Research & Insights Platforms ads, inferred from the ads above, on ContextHint.

UX Research & Insights Platforms ads in ChatGPT: FAQ

Captured by asking ChatGPT real buyer prompts. How we collect ads.

Who advertises on ChatGPT in UX Research & Insights Platforms?

In the UX Research & Insights Platforms conversations we checked from June to August 2026, hundreds of advertisers appeared. The largest shares of ads went to Jotform (4%), Asana (2%) and Accenture (1%).

What prompts show UX Research & Insights Platforms ads in ChatGPT?

58% of the prompts that showed these ads read like a buyer still learning about the problem, for example "insights repository buyers guide" and "platforms for centralizing qualitative and quantitative insights together". 1% sounded close to buying.

What do UX Research & Insights Platforms ads in ChatGPT look like?

A sponsored card under the answer: the advertiser's name and icon, a headline of about 28 characters and a description of about 65. Nearly all carry an image, and 17% mention a number, price or percent.

Want to know if your ad shows on these prompts?

Connect your account, get the audit, approve your prompts. First results the next day.