Use Cases
Every research question.
One AI-powered platform.
From brand health to churn analysis, from ad testing to pricing research, Gather's AI Research Copilot orchestrates end-to-end studies across the full marketing funnel. No agency dependencies. No research team required. Just tell Gather what you need to learn, and it handles the rest.
Serving marketing teams across B2B SaaS, retail, ecommerce, QSR, consumer internet, financial services, and more.
Funnel Stage
Awareness
Brand Health Tracking
Know exactly where your brand stands. Continuously. On autopilot.
Brand perception doesn't wait for quarterly reports. It shifts with every campaign, every PR cycle, every competitor launch. But most teams are flying blind between expensive tracking studies that take weeks to field and months to analyze.
Gather runs continuous brand health studies on autopilot — interviewing your ICP, analyzing sentiment, tracking awareness, and surfacing perception shifts as they happen. No survey fatigue. No agency timelines. No six-figure annual contracts.
How It Works
Tell Gather what you want to track — brand awareness, perception, consideration, NPS, or custom dimensions.
Gather designs the interview guide, recruits from your target audience, and conducts AI-moderated depth interviews at scale.
Results are analyzed in real time. Gather identifies trends, flags shifts, and produces board-ready reports with full statistical context.
Set it to run weekly, monthly, or quarterly — Gather handles everything from recruitment to delivery.
Who It Serves
Funnel stage: Awareness
Teams: Brand marketing, CMO office, corporate communications
Industries: B2C (retail, CPG, QSR, consumer internet, financial services), B2B (SaaS, professional services, fintech)
Business Impact
- Brand awareness lift
- Share of voice
- Brand favorability trends
- Competitive gap analysis
- Campaign effectiveness measurement
Time Saved
Traditional brand tracking takes 6–8 weeks per wave and costs $50,000–$150,000 annually. Gather delivers the same depth of insight in 48 hours per wave at a fraction of the cost, with continuous monitoring that never goes stale.
Ad Testing
Test ads before you spend. Know what works before the budget is committed.
Every dollar spent on an untested ad is a gamble. Most teams either skip testing entirely or rely on quant surveys that tell you what people clicked but not why. Gather brings qualitative depth to ad testing at quantitative speed.
Upload your creative concepts — video, display, social, audio — and Gather will recruit your target audience, conduct in-depth interviews about each concept, and deliver a clear recommendation with supporting evidence in 48 hours.
How It Works
Upload your ad concepts (video, static, audio, or copy) and define your target audience.
Gather recruits respondents matching your ICP and conducts AI-moderated interviews exploring reactions, comprehension, emotional response, and purchase intent.
Each concept is scored across key dimensions. Gather identifies which elements resonate, which fall flat, and why.
You receive a comparative analysis with specific recommendations for optimization before you commit media spend.
Who It Serves
Funnel stage: Awareness
Teams: Performance marketing, creative teams, media buying, brand marketing
Industries: All industries with paid media budgets — B2C (retail, CPG, QSR, ecommerce, financial services), B2B (SaaS, fintech, professional services)
Business Impact
- Ad recall and recognition rates
- Creative effectiveness scores
- Message comprehension and clarity
- Emotional resonance measurement
- Media spend optimization (reducing waste on underperforming creative)
Time Saved
Traditional ad testing takes 3–6 weeks and costs $15,000–$40,000 per study through agencies. Gather delivers comparable depth of insight in 48 hours at a fraction of the cost, enabling you to test more concepts and iterate faster.
Funnel Stage
Interest
Messaging and Positioning Research
Find the words that move your market. Before your competitors do.
Your product might be incredible, but if your messaging doesn't land, nobody will ever know. Most positioning work is done by committee, gut feel, or expensive consultants who deliver a brand book six months later.
Gather interviews your target buyers directly — testing headlines, value propositions, positioning statements, and competitive frames — then tells you exactly which messages resonate, which ones miss, and why.
How It Works
Provide your messaging alternatives — taglines, positioning statements, value propositions, competitive comparisons.
Gather recruits respondents matching your buyer persona and conducts in-depth interviews exploring comprehension, emotional response, differentiation, and purchase intent for each alternative.
Results are analyzed comparatively. Gather identifies the strongest messaging framework and provides specific language recommendations backed by direct buyer quotes.
Use the output to align your team around messaging that's been validated by the market, not by internal opinions.
Who It Serves
Funnel stage: Interest
Teams: Product marketing, brand marketing, content marketing, growth marketing
Industries: B2B (SaaS, fintech, professional services, cybersecurity), B2C (ecommerce, consumer internet, financial services, health and wellness)
Business Impact
- Message comprehension and clarity scores
- Competitive differentiation strength
- Value proposition resonance
- Conversion rate improvement (when validated messaging is deployed)
- Sales cycle acceleration (through clearer positioning)
Time Saved
Traditional messaging research takes 4–8 weeks through agencies and costs $20,000–$50,000 per study. Gather delivers validated messaging recommendations in 48–72 hours, enabling faster go-to-market and more confident positioning decisions.
Concept Testing
Validate ideas before you build. Kill bad ones before they cost you.
Building the wrong product or feature is the most expensive mistake a team can make. Concept testing should happen before engineering starts, not after launch when it's too late to pivot.
Gather takes your product concepts, feature ideas, or business models to your target market and conducts in-depth qualitative interviews that reveal not just whether people like the idea, but why — and what would make them actually pay for it.
How It Works
Describe your concept — product features, pricing models, new service offerings, or business model changes.
Gather recruits respondents from your target market and conducts AI-moderated depth interviews exploring interest, willingness to pay, perceived value, and comparison to existing alternatives.
Each concept is evaluated across key dimensions including appeal, uniqueness, relevance, and purchase intent. Gather identifies the drivers and barriers for each.
You receive a prioritized recommendation with specific insights about what to build, what to modify, and what to kill — supported by direct customer language.
Who It Serves
Funnel stage: Interest
Teams: Product management, product marketing, innovation teams, strategy
Industries: B2B (SaaS, fintech, enterprise software), B2C (ecommerce, consumer internet, CPG, QSR, media and entertainment)
Business Impact
- Concept viability scores
- Willingness-to-pay indicators
- Feature prioritization clarity
- Reduced product development risk
- Faster time-to-market for validated concepts
Time Saved
Traditional concept testing takes 4–6 weeks and costs $25,000–$60,000 per study. Gather delivers concept validation in 48–72 hours, letting you test more ideas, fail faster on bad ones, and invest confidently in winners.
Content Preference Research
Stop guessing what content your audience wants. Ask them.
Most content strategies are built on assumptions, SEO tools, and whatever performed well last quarter. But search volume doesn't tell you what your audience actually values, and past performance doesn't predict future interest.
Gather interviews your target audience about their content consumption habits, information needs, preferred formats, and trusted sources — then delivers a content strategy grounded in what buyers actually want, not what you think they want.
How It Works
Define your audience and the content categories you want to explore — topics, formats, channels, frequency, depth.
Gather recruits respondents matching your target audience and conducts interviews exploring their information journey, content preferences, trusted sources, and unmet needs.
Results reveal content gaps, format preferences, and topic priorities — ranked by audience interest and competitive opportunity.
Use the insights to build a content calendar that reflects actual demand, not guesswork.
Who It Serves
Funnel stage: Interest
Teams: Content marketing, demand generation, SEO, editorial, social media
Industries: B2B (SaaS, fintech, professional services, consulting), B2C (ecommerce, media, health and wellness, education)
Business Impact
- Content engagement rates
- Organic traffic growth
- Content-to-lead conversion rates
- Social sharing and amplification
- Audience retention and return visit rates
Time Saved
Building a content strategy from scratch typically takes 4–8 weeks of research, analysis, and planning. Gather delivers audience-validated content intelligence in 48–72 hours, giving your team a head start on creating content that actually resonates.
Funnel Stage
Consideration
Competitive Intelligence
Know what your competitors can't tell you about themselves.
Competitive intelligence shouldn't come from LinkedIn stalking and G2 reviews. The most valuable competitive insights come from the people who actually evaluate, buy, and use competing products — your target market.
Gather interviews buyers and users in your competitive landscape, uncovering switching triggers, loyalty drivers, perception gaps, and unmet needs that your competitors aren't addressing. This isn't desk research — it's primary intelligence from the market itself.
How It Works
Define your competitive set and the questions you need answered — switching behavior, satisfaction drivers, perception gaps, feature comparisons.
Gather recruits respondents who are current users, recent evaluators, or recent churners from competing products and conducts in-depth AI-moderated interviews.
Results are analyzed to identify competitive vulnerabilities, positioning opportunities, and switching triggers. Gather maps the competitive landscape from the buyer's perspective, not from marketing pages.
You receive a competitive intelligence briefing with specific recommendations for positioning, messaging, and product differentiation.
Who It Serves
Funnel stage: Consideration
Teams: Product marketing, competitive intelligence, strategy, sales enablement
Industries: B2B (SaaS, fintech, cybersecurity, enterprise software), B2C (ecommerce, financial services, insurance, telecom)
Business Impact
- Win rate improvement against specific competitors
- Competitive positioning effectiveness
- Sales objection handling improvement
- Product roadmap prioritization based on competitive gaps
- Market share defense and expansion
Time Saved
Traditional competitive research takes 6–10 weeks and costs $30,000–$75,000 through specialized firms. Gather delivers primary competitive intelligence in 48–72 hours, enabling faster response to competitive threats and more confident go-to-market decisions.
Buyer Persona and Segmentation Research
Build personas from real conversations, not fictional composites.
Most buyer personas are aspirational fiction — created in workshops by people who haven't talked to a customer in months. They describe who you wish your buyers were, not who they actually are.
Gather interviews your actual target market at scale, identifying real behavioral segments, decision-making patterns, information sources, and buying triggers. The result is persona documentation grounded in primary research, not assumptions.
How It Works
Define your target market segments and the dimensions you want to explore — decision-making process, information sources, evaluation criteria, buying triggers, organizational dynamics.
Gather recruits respondents across your target segments and conducts in-depth AI-moderated interviews exploring the full buying journey.
Results are clustered into behavioral segments based on actual patterns, not demographics. Gather identifies the key differentiators between segments and the triggers that move each from awareness to purchase.
You receive detailed persona profiles with direct quotes, behavioral patterns, and specific recommendations for how to reach, engage, and convert each segment.
Who It Serves
Funnel stage: Consideration
Teams: Product marketing, demand generation, sales, content marketing, ABM
Industries: B2B (SaaS, fintech, enterprise software, professional services), B2C (ecommerce, financial services, health and wellness, education)
Business Impact
- Campaign targeting precision
- Content relevance and engagement by segment
- Sales conversation effectiveness
- ABM program performance
- Marketing-to-sales alignment on target buyer definition
Time Saved
Traditional persona research takes 8–12 weeks and costs $40,000–$100,000 through agencies. Gather delivers research-backed personas in 1–2 weeks (including multiple rounds of interviews), at a fraction of the cost, with the ability to refresh personas as your market evolves.
Vertical-Specific Research and Content
Speak every vertical's language. With proof, not guesswork.
Going vertical is one of the most effective growth strategies in B2B — but it requires deep understanding of each industry's specific challenges, buying processes, and success metrics. Most teams can't afford to run custom research for every vertical they target.
Gather conducts vertical-specific research programs that interview buyers and users within specific industries, uncovering the language, priorities, and pain points that make your messaging feel native to each vertical.
How It Works
Identify the verticals you want to penetrate or deepen — healthcare, financial services, manufacturing, retail, etc.
Gather recruits respondents from each vertical and conducts in-depth interviews exploring industry-specific challenges, buying processes, success criteria, and competitive landscape.
Results are organized by vertical with cross-vertical comparisons. Gather identifies the unique positioning angles, objection patterns, and value propositions that resonate in each industry.
You receive vertical playbooks with messaging frameworks, case study angles, and content recommendations specific to each industry — all backed by primary buyer research.
Who It Serves
Funnel stage: Consideration
Teams: Product marketing, sales enablement, content marketing, ABM, vertical marketing
Industries: Primarily B2B SaaS and enterprise software companies pursuing vertical go-to-market strategies, but also applicable to B2B financial services, professional services, and technology companies
Business Impact
- Vertical pipeline growth
- Win rates within target verticals
- Content engagement by vertical segment
- Sales cycle length reduction in targeted verticals
- Vertical-specific NPS and expansion revenue
Time Saved
Building a vertical go-to-market strategy typically takes 3–6 months of research, content development, and sales enablement. Gather delivers vertical intelligence in 1–2 weeks per industry, enabling you to launch vertical plays 5–10x faster than traditional approaches.
Funnel Stage
Decision
Pricing and Packaging Research
Price with confidence. Package for conversion. Backed by buyer data.
Pricing is the single highest-leverage decision in your business — and most teams make it based on competitor benchmarking, cost-plus math, or gut feel. The result is money left on the table, deals lost to sticker shock, and packaging that confuses rather than converts.
Gather interviews your target buyers about pricing sensitivity, packaging preferences, willingness to pay, and value perception — giving you the data to set prices that maximize revenue and structure packages that accelerate deal velocity.
How It Works
Define your pricing questions — willingness to pay, feature-to-tier mapping, pricing model preferences (per-seat, usage-based, flat rate), competitive price positioning.
Gather recruits respondents matching your buyer profile and conducts in-depth AI-moderated interviews exploring price sensitivity, value perception, and purchasing decision criteria.
Results are analyzed using Van Westendorp, Gabor-Granger, or conjoint-style frameworks adapted for qualitative depth. Gather identifies optimal price ranges, packaging configurations, and the value drivers that justify premium pricing.
You receive specific pricing and packaging recommendations with supporting buyer quotes and a clear rationale for each decision.
Who It Serves
Funnel stage: Decision
Teams: Product management, product marketing, finance, revenue operations, pricing strategy
Industries: B2B (SaaS, fintech, enterprise software, professional services), B2C (ecommerce, subscription services, financial services, insurance)
Business Impact
- Revenue per customer optimization
- Conversion rate by pricing tier
- Deal velocity improvement
- Reduced discounting frequency
- Package-to-value alignment scores
Time Saved
Traditional pricing research takes 6–10 weeks and costs $40,000–$100,000 through specialized consulting firms. Gather delivers pricing intelligence in 48–72 hours, enabling faster pricing decisions and more frequent testing as your market evolves.
Purchase Criteria Research
Know exactly what makes buyers say yes. And what makes them walk away.
Every lost deal had a reason. Every won deal had a trigger. But most teams don't systematically understand the criteria buyers use to make purchase decisions — they rely on anecdotal win/loss reports and sales intuition.
Gather interviews buyers at the decision stage — recent purchasers, active evaluators, and recent churners — to map the complete decision framework: what criteria matter most, how alternatives are compared, who influences the decision, and what ultimately tips the scale.
How It Works
Define the purchase decision you want to understand — new purchase criteria, renewal/expansion factors, switching triggers, or competitive evaluation frameworks.
Gather recruits respondents who have recently made (or are actively making) relevant purchase decisions and conducts in-depth AI-moderated interviews.
Results map the complete decision framework: evaluation criteria ranked by importance, dealbreakers, nice-to-haves, information sources used during evaluation, and the moments that tipped the decision.
You receive a decision framework analysis with specific recommendations for sales enablement, marketing content, and product positioning — aligned to how buyers actually make decisions.
Who It Serves
Funnel stage: Decision
Teams: Sales enablement, product marketing, revenue operations, customer success
Industries: B2B (SaaS, enterprise software, fintech, professional services, cybersecurity), B2C (financial services, insurance, automotive, real estate, education)
Business Impact
- Win rate improvement
- Sales cycle length reduction
- Objection handling effectiveness
- Content influence on purchase decisions
- Competitive win rate against specific alternatives
Time Saved
Traditional win/loss analysis takes 4–8 weeks and costs $20,000–$50,000 per study. Gather delivers purchase criteria intelligence in 48–72 hours, and can run continuous win/loss programs that keep your sales team aligned with how buyers actually decide.
Funnel Stage
CX and Advocacy
Customer Experience and Advocacy
Turn customers into advocates. By actually listening to them.
NPS scores tell you how customers feel. They don't tell you why. And they definitely don't tell you what to do about it.
Gather conducts in-depth interviews with your customers — promoters, passives, and detractors — to understand the full experience journey, identify moments of delight and friction, and surface the specific actions that will drive retention, expansion, and advocacy.
How It Works
Define what you want to understand — onboarding experience, product satisfaction, support quality, renewal likelihood, advocacy potential, or the full customer journey.
Gather recruits from your customer base (you can provide a list or Gather can recruit from your ICP) and conducts in-depth AI-moderated interviews.
Results identify the moments that matter most — the experiences that drive loyalty, the friction points that drive churn, and the gaps between what customers expect and what they receive.
You receive a customer experience assessment with prioritized recommendations, customer quotes for internal alignment, and specific action plans for product, success, and marketing teams.
Who It Serves
Funnel stage: CX & Advocacy
Teams: Customer success, customer experience, product management, marketing (advocacy and community)
Industries: B2B (SaaS, enterprise software, fintech, professional services), B2C (ecommerce, subscription services, financial services, hospitality, healthcare)
Business Impact
- Net Revenue Retention (NRR) improvement
- Customer satisfaction (CSAT) and NPS improvement
- Churn reduction
- Expansion revenue growth
- Customer advocacy and referral rates
Time Saved
Traditional CX research programs take 6–12 weeks and cost $30,000–$80,000 per engagement. Gather delivers customer experience intelligence in 48–72 hours, enabling continuous listening programs that catch issues before they become churn events.
Churn Analysis
Understand why customers leave. Before the next one does.
Exit surveys capture frustration. They don't capture understanding. By the time a customer has churned, the damage is done — but the learning opportunity is immense if you know how to capture it.
Gather interviews recently churned customers and at-risk accounts to understand the complete churn journey — from the first sign of disengagement to the final decision to leave. This isn't a 3-question exit survey. It's a deep conversation that reveals systemic issues and actionable prevention strategies.
How It Works
Define your churn analysis scope — recently churned customers, at-risk accounts flagged by health scores, customers who downgraded, or customers who chose a competitor.
Gather recruits from your churned or at-risk customer list and conducts in-depth AI-moderated interviews exploring the decision journey, trigger events, competitive factors, and what could have changed the outcome.
Results are analyzed to identify churn patterns, leading indicators, and root causes — categorized by preventability and impact. Gather distinguishes between product gaps, service failures, pricing issues, and competitive losses.
You receive a churn intelligence report with specific recommendations for product, CS, and marketing — including early warning indicators your team can monitor proactively.
Who It Serves
Funnel stage: CX & Advocacy
Teams: Customer success, product management, revenue operations, executive leadership
Industries: B2B (SaaS, enterprise software, fintech, professional services), B2C (subscription services, ecommerce, financial services, telecom, insurance)
Business Impact
- Churn rate reduction
- Early warning indicator identification
- Save rate improvement for at-risk accounts
- Product roadmap prioritization based on churn drivers
- Customer lifetime value (CLV) increase
Time Saved
Traditional churn analysis takes 4–8 weeks and costs $25,000–$60,000 per study. Gather delivers churn intelligence in 48–72 hours, and can run continuous churn monitoring programs that alert your team to emerging patterns before they become trends.
Funnel Stage
Content Engine
Research-Powered Content Factory
Turn every study into a content machine that drives TOFU, SEO, GEO, and demand gen on autopilot.
How It Works
Every Gather study produces more than insights — it produces content. From the moment your first interview is complete, Gather begins generating publication-ready assets that your marketing team can deploy across channels.
This isn't AI-generated fluff. Every piece of content is grounded in original primary research — real quotes, real data points, real findings from real people in your target market. That's what makes it defensible, differentiated, and impossible for competitors to replicate.
What Gather Produces From Every Study
Branded research reports
Full-length, designed reports ready for gated or ungated distribution. Include methodology, findings, statistical context, and recommendations.
Blog posts and articles
SEO-optimized long-form content built from study findings, with original data points and customer quotes woven throughout.
Social media content
Platform-specific posts for LinkedIn, Twitter/X, and other channels, highlighting key statistics and quotable findings.
Email sequences
Nurture campaigns built around study findings, designed to drive report downloads, demo requests, or engagement.
Sales enablement materials
One-pagers, battle cards, and talk tracks that arm your sales team with research-backed proof points.
Presentation decks
Board-ready and customer-facing slide decks with key findings, charts, and recommendations.
Infographics and data visualizations
Shareable visual assets that communicate key findings at a glance.
The SEO and GEO Advantage
Content built on original research has a structural advantage in search. Google's helpful content guidelines explicitly reward original research, unique data, and expert analysis. AI-generated content that lacks original data is increasingly penalized. Gather gives you the opposite — every piece of content is backed by primary research that no competitor can replicate.
For GEO (Generative Engine Optimization), original research is even more critical. AI models that power search experiences (Google AI Overviews, ChatGPT, Perplexity) prioritize content with original data, named sources, and statistical claims. Gather content is built from exactly these elements.
Who It Serves
Teams: Content marketing, demand generation, SEO, product marketing, communications, social media
Industries: All industries — any team that publishes content as part of their marketing strategy benefits from research-backed content differentiation
Business Impact
- Organic traffic growth (SEO-optimized original research content)
- Lead generation (gated reports and content offers)
- Content engagement rates (original data outperforms generic content)
- Sales cycle acceleration (research-backed sales enablement)
- Brand authority and thought leadership positioning
- Social sharing and earned media coverage
Time Saved
Producing a single research report with associated content traditionally requires 6–12 weeks and costs $30,000–$80,000 when combining research, analysis, writing, and design. Gather delivers the research, analysis, and initial content generation in 48–72 hours — and the content is grounded in primary data that no amount of AI prompting can replicate.
Get Started
See how Gather works for your team.
Whether you're tracking brand health, testing messaging, running competitive research, or building a content engine from original data, Gather's AI Research Copilot handles the work so your team can focus on strategy.