Agency Competitive Analysis Discussion Guide

A competitive analysis discussion guide is a plan for learning how buyers evaluate, select, or leave competing options. Start with the client decision, select the interview format that fits it, and ask participants to reconstruct a recent event before asking them to explain preferences. The agency owns the interpretation and recommendation.

Use the three formats below as starting points for a live client brief. Download the editable competitive interview worksheet to record eligibility, neutral prompts, evidence requirements, and the delivery plan. The worksheet is a Markdown text file you can edit in a text editor or paste into your research document. For delivery options, see research for agencies.

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.

Projective questions can help participants describe associations they find difficult to express directly. Treat the metaphor as a prompt for discussion, then ask which experience supports it. A dinner-party description is not a validated measure of personality or a substitute for observed buying behavior.

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 across markets: Keep the core decision and prompts consistent, review translations with local context, and record recruitment differences. Parallel fieldwork can shorten a schedule, but sample availability and researcher review still determine the delivery date. Avoid comparing markets as though a convenience sample represents their populations.

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 sequence: Record which alternatives each participant named without prompting, which they actually evaluated, and which they selected. State the denominator for any count and distinguish missing answers from explicit rejection. These are patterns in the recruited sample, not market-wide conversion rates.

Switch trigger report: Summarize the reported events behind a change, distinguishing the initial dissatisfaction, final trigger, and reason the replacement won. Count participants rather than mentions. Include cases that contradict the main explanation and label any ranking as descriptive of this sample.

Worked example: separate product choice from retailer choice

Open the published shopper interviews and select W30 — Phone replacement, unplanned and urgent. The participant describes breaking a phone, needing a replacement promptly, considering phone features, and choosing a nearby store. The following is an agency analyst’s reading of that published account, not a new customer case study or a claim that Walmart commissioned the research.

This distinction changes the client brief. A campaign about superior phone features addresses a different choice from a promise of a quick nearby replacement. A store experience can strengthen stated return intent without explaining why the shopper arrived in the first place.

A useful follow-up: “Before you left home, what other ways of replacing the phone did you consider?” The public interview does not fully establish that consideration set. Write this as a gap for a future interview, not as a question already answered in the evidence.

For the client readout, present the sequence, supporting evidence, alternative explanations, and the next decision it can inform. The sample presentation shows how a larger shopper study carries its method and limitations into the deliverable. It is a format reference; it is not proof of a competitive position in your client’s category.

When Should You Combine Competitive Interviews and Surveys?

Interviews are useful when the research question requires an account of how a decision unfolded or why an option mattered to a particular buyer. Closed-choice surveys can quantify predefined responses; open-ended survey questions can also surface explanations. The choice depends on the question, sampling, and need for follow-up.

Follow-up questions let a researcher explore a participant’s own explanation, check apparent contradictions, and ask for a concrete example. They do not establish causation by themselves, reveal hidden motives with certainty, or make one sample inherently superior to a larger survey. Use competitive intelligence research to develop decision-relevant hypotheses, then decide what evidence would test them.

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 inform an AI-moderated study. Pilot the guide to check whether participants can answer, whether probes remain neutral, and whether the interview fits the planned duration. Assess evidence quality from actual calls rather than assuming that a fixed number of probe levels guarantees 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.

For a retainer, agree the decision calendar before setting the research cadence. Record the repeated questions, rotating topics, audience, and review work for each wave. Confirm recruitment feasibility for every market, and keep fieldwork costs separate from the agency’s analysis and advisory fee. The agency research retainer pricing guide covers that commercial scope.

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

User Intuition supports adaptive follow-up questions within the approved research direction. The agency should inspect pilot transcripts for relevant detail, unsupported assumptions, repetitive probing, and missing decision stages. Stop probing when the participant has no further experience to describe; an identity-level explanation is not required for every purchase.

For an initial project, choose one client decision and one audience whose recent experience can answer it. Use your own participants or confirm panel feasibility before committing to timing. User Intuition voice interviews cost $30 per quality interview with your sample; standard panel recruitment adds $30 per participant, and specialty audiences are quoted separately. Your own incentives and agency services are additional. See the agency workflow and competitive intelligence solution for study setup and delivery.

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 and participated in the decision.” Record the alternatives considered; require multiple options only if the research question specifically concerns active comparison.
• 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.”

Agree eligibility before launch and test it against the first completed interviews. For a B2B study, distinguish a decision-maker from an evaluator or end user; for consumer research, distinguish personal use from purchase responsibility. Keep a screening log with exclusions and reasons. A large panel does not remove the need to check niche audience availability, and a narrow competitor-switching brief can require a longer recruitment window.