Agency Competitive Analysis Discussion Guide

Competitive analysis is one of the highest-value services agencies can offer because it directly informs strategy, positioning, and campaign development. AI moderation enables agencies to run competitive studies at a scale and frequency that traditional methods cannot match. For agencies working with User Intuition’s platform, that means deploying 100-interview competitive studies in 24 hours at $25 per audio interview — a turnaround that changes what “competitive intelligence” can mean for a client’s planning calendar.

This guide covers three formats, each suited to a distinct competitive question. Decision journey reconstruction maps the full choice architecture. Switching analysis isolates the triggers that move customers between brands. Competitive perception mapping reveals how your client’s brand occupies space in the consumer’s mental model relative to alternatives. Together, they form a complete diagnostic for any competitive engagement.

Format 1: Decision Journey Reconstruction (30 min)

Reconstructs the full purchase decision to identify when and why competitors enter and exit consideration. This is the most diagnostic of the three formats — it surfaces not just which competitors were considered, but at what stage they entered the consideration set, what role they played, and precisely when and why they were eliminated or selected.

Decision journey reconstruction works best when the category has a meaningful evaluation period (B2B purchases, major consumer categories, healthcare decisions) where the decision unfolds over days or weeks. For impulse categories, switching analysis is usually more productive.

Guide Structure

• “Walk me through the last time you chose between options in [category]. Start from the moment you realized you needed something.” (5 min)
• “Who else did you consider? What made them contenders — and what eliminated them?” (7 min)
• “Was there a single moment when you knew which one you’d choose? What triggered it?” (5 min)
• “What information did you look for during the evaluation? Where did you find it?” (5 min)
• “If you were advising a friend making the same decision, what would you tell them?” (5 min)
• Laddering probes to reach emotional and identity-level drivers (3 min)

Key laddering probes for this format:

• “You mentioned [competitor] was eliminated. At what point in your thinking did that happen?”
• “When you found [information source], what were you hoping to confirm or rule out?”
• “What would [winning brand] have had to do differently to lose you at that point?”

Analysis note: Across 30+ interviews, map the competitive elimination pattern: at what stage does each competitor most often exit consideration, and what is the most common elimination reason? That pattern is more strategically actionable than individual opinions.

Format 2: Switching Analysis (25 min)

Targets consumers who recently switched between competitors. Switching analysis is distinct from standard satisfaction research because it focuses on the moment of departure and the full competitive arc — not just why someone left, but what they believed they were moving toward and whether that belief proved accurate.

This format requires recruiter-level screening precision. You need respondents who switched within a recent window (90-180 days is ideal for memory clarity) and whose switch was voluntary, not forced. Involuntary switches — a product discontinued, a price increase with no alternative — produce different motivational structures than elective switches.

Guide Structure

• “Tell me about your decision to switch from [brand A] to [brand B]. When did the idea first enter your mind?” (5 min)
• “What was the final straw — the thing that made you actually make the change?” (5 min)
• “What did you expect would be different? What actually was different?” (5 min)
• “Is there anything that could bring you back to [brand A]?” (5 min)
• “What does [brand B] understand about people like you that [brand A] didn’t?” (5 min)

Key laddering probes for this format:

• “Before the final straw, were there warning signs — moments where you thought about switching but didn’t?”
• “When you say [brand B] is better at X, what does X actually look like in your daily experience?”
• “If you had to describe why someone like you switches, what would you say is the real reason?”

Competitive intelligence output: Switching analysis produces two deliverables your clients can act on immediately: a list of “retention triggers” — the moments that almost prompted switches but didn’t — and a list of “win conditions” for the competing brand. Both are directly applicable to positioning and campaign strategy.

Format 3: Competitive Perception Mapping (20 min)

Maps brand associations and positioning across the competitive set. This format is best deployed early in a competitive engagement to establish a perceptual baseline, and re-run 12-18 months later to measure positioning shift.

The projective questions in this format (“if this brand were a person at a dinner party…”) are not gimmicks. They are reliable instruments for surfacing implicit brand associations that direct questions cannot reach. Respondents will tell you things about brand identity through projective questions that they would never articulate as explicit evaluations.

Guide Structure

• “If [brand A], [brand B], and [brand C] were people at a dinner party, how would each one behave?” (5 min)
• “Which brand in [category] is most like you? Least like you? Why?” (5 min)
• “What does each brand do better than anyone else?” (5 min)
• “If price were identical, which would you choose and why?” (5 min)

Key laddering probes for this format:

• “When you picture [brand A]‘s typical customer, who do you see?”
• “If [brand] disappeared from the market tomorrow, what would be missing that no other brand provides?”
• “What does choosing [brand] say about a person?”

Running this format at scale: User Intuition’s panel of 4M+ participants across 50+ languages means competitive perception mapping can run across geographies simultaneously. A client with markets in the US, UK, Germany, and Brazil can receive cross-market brand positioning data in the same 24-hour window, rather than the 8-12 weeks sequential fieldwork would require.

When to Combine Formats

For comprehensive competitive engagements, running two formats in sequence produces richer output than either format alone. The most productive combination is decision journey reconstruction (broad, maps the full competitive landscape) followed by switching analysis (deep, explains the triggers behind the most consequential competitive moves).

The combination works because decision journey reconstruction identifies which brands and moments matter most, giving switching analysis a more precise recruitment brief. Rather than recruiting “anyone who switched in this category,” you can recruit “people who switched after considering and eliminating [specific competitor]” — a far more diagnostic sample.

A typical dual-format engagement runs 50-75 interviews per format, 100-150 total. Sequencing the two formats — broad decision journey reconstruction first, targeted switching analysis second — keeps the combined sample efficient: the first format scopes the recruitment brief for the second, so neither set of interviews is wasted on respondents who cannot reconstruct a meaningful competitive decision.

How Do You Turn Competitive Interview Data Into Strategic Deliverables?

Raw interview transcripts are not a deliverable. Transforming 100+ competitive interviews into client-ready strategy requires a consistent analysis framework. Three outputs cover most competitive engagements.

Competitive positioning map: A 2x2 or 2x3 perceptual grid plotting how respondents mentally position each brand on the attributes that matter most. Built from the competitive perception mapping data. Shows clearly where whitespace exists and where the client’s brand is over-indexed relative to competitive alternatives.

Consideration funnel audit: Using decision journey reconstruction data, map what percentage of respondents considered each competitor, what percentage held them through the evaluation, and what percentage chose them. The gaps between these percentages reveal awareness problems, consideration problems, and conversion problems — each requiring different strategy responses.

Switch trigger report: Using switching analysis data, rank the triggers that most consistently drove departure from the incumbent brand. Quantify the share of switchers who cited each trigger. This is the deliverable most clients can immediately translate into campaign or product briefs.

What Makes Competitive Analysis Interviews Better Than Surveys?

Competitive research surveys capture stated preferences but miss the psychological reasoning behind competitive choices. When a survey asks “why did you choose Brand A over Brand B?” and offers five checkboxes, respondents select the answer that sounds most rational. They almost never select the answer that is most accurate.

Qualitative competitive interviews using laddering probes surface the underlying motivations that survey checkboxes structurally cannot capture. The five-level laddering sequence — from surface attribute, through functional benefit, through emotional benefit, through values, to identity — consistently reveals drivers that clients describe as “the thing we suspected but couldn’t prove.” A 100-interview competitive study running five levels of laddering depth generates more diagnostic insight than a 1,000-respondent survey asking the same questions in a structured format. That is not a criticism of surveys — they serve different purposes. Surveys measure prevalence. Qualitative competitive interviews explain causation.

For the full agency consumer research guide, the agency research proposal template for pitching these studies to clients, and the agency research retainer pricing models for building competitive intelligence into a recurring service, see the companion guides in this series.

Competitive Analysis Format Comparison

All three formats can be deployed through AI moderation with equivalent depth to human-moderated interviews. The 24-hour delivery window applies to all three. Participant satisfaction across User Intuition’s platform runs at 98%, which matters for competitive research: a low-quality interview experience biases responses toward shorter, less reflective answers. High satisfaction correlates directly with interview depth.

How Often Should Agencies Run Competitive Studies?

The right cadence depends on how fast the competitive landscape moves. In categories where competitive positioning shifts quarterly — consumer tech, fast-casual food, streaming services, fintech — a monthly competitive pulse (20-30 interviews on a rotating topic) is defensible. In stable categories — B2B enterprise software, industrial products, professional services — a semi-annual decision journey reconstruction and annual perception mapping are usually sufficient.

Agencies building retainer programs should design competitive research into the retainer calendar explicitly. Sprint-tier retainers ($8,000-$15,000/month) typically include one competitive study per month. Intelligence-tier retainers add cross-market competitive tracking, usually running the same format across 3-5 geographies simultaneously. Because the User Intuition platform supports 50+ languages and can field interviews globally with the same 24-hour turnaround, global competitive intelligence becomes a retainer deliverable rather than a standalone high-cost project.

The mistake agencies make is treating competitive research as a reactive service — commissioned when a client launches a competitor or loses market share. The agencies with the strongest retainer relationships build proactive competitive intelligence into the calendar, delivering findings before the client knows they need them. A client who receives a competitive perception map in January, before Q1 campaign planning, will use it. A client who receives one in March, after the campaign brief is written, will file it.

Deploying these formats with User Intuition

All three formats in this guide — decision journey reconstruction, switching analysis, competitive perception mapping — depend on laddering probes that reach the emotional and identity-level reasoning behind a competitive choice, and that is the specific behavior User Intuition’s AI moderator delivers consistently. The five-level laddering sequence runs the same depth on every participant, so the elimination-pattern analysis in decision journey reconstruction or the projective “dinner party” questions in perception mapping produce comparable data across 30, 50, or 100 interviews rather than the uneven depth a fatigued human moderator yields by the fortieth session.

For agencies, the capability that changes the engagement is parallel cross-market fielding. Because the panel spans 50+ languages and the platform applies the same 24-hour turnaround globally, a client with markets in the US, UK, Germany, and Brazil receives one competitive perception map across all four in the window a single-market traditional study would take. That turns global competitive intelligence into a retainer deliverable rather than a standalone high-cost project, and it lets agencies move competitive research from a reactive service to a proactive one — delivering a perception map before Q1 planning rather than after the brief is written. See how this fits a recurring service in the competitive intelligence solution overview, or book a demo to watch a switching-analysis interview run live.

Recruiting for Competitive Interviews

Competitive research places more specific demands on recruitment than standard audience research. The discussion guide formats above require respondents with real competitive exposure — people who have genuinely evaluated multiple options, made recent purchase decisions, or switched brands within a meaningful window. Recruiting generically for “category users” produces interviews where half the respondents have minimal competitive awareness and cannot reconstruct a decision journey with any depth.

Precision screening criteria for competitive studies:

• Decision journey reconstruction: “Made a purchase decision in [category] within the last 90 days, considered three or more options, and was the primary decision-maker.”
• Switching analysis: “Switched from [specific brand] to [specific brand or brand set] within the last 6 months, switch was voluntary.”
• Competitive perception mapping: “Currently uses or has considered more than one brand in [category] within the last 12 months.”

On the User Intuition platform, these screening criteria are built directly into the study setup. The 4M+ participant panel supports even narrow qualification criteria without extending fieldwork timelines — a study targeting recent brand-switchers in a specific product category can typically reach 50+ qualified completions within 24 hours.