Gains:
- MECE can structure competitors in a comparison matrix (positioning, price, strengths/weaknesses) with artificial intelligence and connect each cell to the source.
- Ability to apply frameworks such as Porter's Five Forces and strategic groups with the support of artificial intelligence and interpret competitive dynamics
- Ability to distinguish competitor marketing claims from fact and remove exaggerated or unsubstantiated information
The client asks the same question on almost every project: "Where do we stack up against our competitors?" A good competitor analysis answers this question with structured evidence, not emotion. The aim is not to disparage or praise the competitors; It is about seeing where each player is strong and where they are fragile and finding the area where the customer can win. AI is exceptional at quickly pouring the knowledge of large numbers of competitors into a matrix. But there is a trap: competitors' own marketing texts are exaggerated and the model can pass them off as fact. In this unit we will learn to separate competitor claim from evidence and read competition with well-known frameworks.
MECE competitor benchmarking matrix
The backbone of competitive analysis is a matrix: competitors in the rows, axes of comparison in the columns. The fact that the axes are MECE (they do not overlap and cover important dimensions completely) makes the matrix readable. Typical axes: target segment, value proposition, price position, distribution channel, strength, weakness, move in the last 2 years.
Your role: competitive analyst. Below I've pasted website copy and news summaries of 5 competitors. Task: Build a benchmark matrix. Rows: 5 competitors. Columns: target segment, value proposition, price position (low/mid/premium), main channel, strength, weakness, last move.Rules:- Base each cell only on the sources I gave and state the source (R1, R3...).- DISCONTRIBUTE between the competitor's own claim and verifiable fact: if it is a claim, label it "claim", if it is a fact, label it "fact".- If there is no information, write "no data" in the cell, fabrication.Format: markdown table.
The crux of this prompt is the “claim/fact” tag and the “no data” permission. The model is encouraged to mark gaps honestly rather than making them up.
Tip: The phrase "Türkiye's leading platform" on the competitor's website is a claim, not a fact. Never write this in the fact column in the matrix; It becomes a fact only if it is supported by independent market share data.
Studying competition with Porter's Five Forces
After the individual competitors, it is necessary to look at the structure of the competition. Porter's Five Forces is a classic framework that evaluates the profit attractiveness of an industry through five pressures: (1) competition among existing competitors, (2) threat of new entrants, (3) threat of substitute products, (4) bargaining power of suppliers, (5) bargaining power of buyers. AI is helpful in gathering the evidence that fuels each force, but you must justify the severity (low/medium/high) with evidence.
Your role: strategy analyst.Industry: [description]. Complete the Porter Five Forces analysis based on the following sources.For each force:- Severity: low / medium / high- Justification: 2 evidence sentences based on the source- “So-what”: is this force an opportunity or a threat to our client? Going beyond the source; Don't give any degree of severity without proof.
Strategic group map
Sometimes the most powerful insight comes from placing competitors on a map along two axes; For example, price on the horizontal axis and product width on the vertical axis. Such a strategic group map makes empty spaces visible (locations where no one is present and where the customer can enter). You can ask the AI for axis suggestions and justification for each opponent's position; But the choice of axis is a strategic decision and belongs to you.
rival
price position
Product width
Main strength
The most fragile aspect
R1
Premium
wide
Brand strength
High cost structure
R2
medium
narrow
fast delivery
Weak digital channel
R3
low
medium
Price
Low service quality
R4
Premium
narrow
Expertise
lack of scale
Looking at this table, the "low price + large product" box is empty; A positioning opportunity may be there for the customer.
Your role: positioning strategist. I have given the characteristics of the 5 competitors below. Task: Suggest the 2 most descriptive axes for a strategic group map (e.g. price vs. product breadth) and write why these two axes are the most distinctive. Position each competitor on these two axes; Justify each position with evidence. Probe: list the empty boxes where there are no competitors and evaluate whether each gap is a real opportunity or a logical absence.
three mini cases
Case 1 — When the allegation mixes with the fact. A consultant has the competitor matrix prepared for the model; The model says "market leader" for R2 because it says so on R2's website. When the actual market share data is pulled, R2's share is 14% and the leader is R1 with 31%. Since the consultant did not want the "claim/fact" label in the first place, a wrong positioning map was created; is corrected.
Case 2 — Free space opportunity. A strategic group map is established for a furniture retailer. The four major players are all in either the "cheap + narrow product" or "expensive + wide product" box. The "medium price + large product + fast delivery" box is empty. The customer is positioned in this space; It gets a 9% share in the target segment in 18 months.
Case 3 — Five Forces warning. A startup wants to enter a market with seemingly high profit margins. The Five Forces analysis says "threat of new entrants: high" because barriers to entry are low and the two major tech companies have already given the signals. The consultant warns the client with this evidence; The customer postpones entry, six months later he enters those two giant markets and erodes the margins. The framework prevents an expensive mistake.
Weak prompt / Strong prompt
Weak prompt:
Compare my competitors and tell me who is better.
The model produces a ranking that is unsourced, subjective, and likely reflects competitor marketing.
Powerful prompt:
Your role: competitive analyst. Sources below (5 competitor websites + 4 news).Task: MECE benchmark matrix + empty strategic bucket analysis.- Each cell is linked to the source; labeled claim/fact; If there is no data, "there is no data". - Do not say "Who is better"; Show the STRONG and FRAGILE aspects of each competitor separately. - At the end: suggest 2 areas where the competitors are weak and where our customer can win and justify each with evidence.
Win/loss analysis
The most valuable but often overlooked part of competitive analysis is looking at actual sales results. Win/loss analysis systematically answers the question "why did they choose us / why did they choose the competitor" in the last business the customer won and lost. This is much more powerful than positioning read from websites because it shows the actual buying behavior of the customer. Artificial intelligence can create a "most common cause of loss" list by dividing sales notes or customer feedback about lost business into themes; but don't forget to anonymize these notes and prove each theme with quotes.
Your role: win/lose analyst.Below are the results and brief notes for 15 bids (won/lost + why).Task: Separate loss reasons into themes; how many cases + sample notes for each theme. Mark the 2 cases where we are weakest against competitors and the possible root cause. Adding comments without evidence; just rely on the notes.
Common mistakes
- Considering the marketing text as fact. Expressions such as "Leader", "best", "99% satisfaction" are claims; It does not enter the matrix as a fact without being confirmed by independent data.
- Non-MECE axes. If "corporate customer" and "large customer" are separate columns, they will conflict; Keep the axes separate.
- Looking only at strengths. The competitor's vulnerability is where the customer's opportunity lies; don't skip it.
- Giving the degree of severity without evidence. It's easy to say "high/low" in the Five Forces; Each degree must be justified with two sentences of evidence.
- Not seeing empty space. Listing competitors is not enough; No man's land is often the real opportunity.
Attention: Competitor analysis is sensitive in terms of competition law. Exchanging information with competitors regarding price, market share or customer allocation is prohibited. Your analysis should be based only on publicly available and legitimate sources; Legal approval must be obtained for suspicious data.
In summary
In competitive analysis, AI quickly pours the information of a large number of players into a MECE matrix and recognized frameworks (Five Forces, strategic groups). The most critical discipline is to separate the opponent's own claim from verifiable fact and mark it as "no data" rather than making up the gaps. The goal is not to decide who is better; It's about finding each player's vulnerability and the open space where the client can win. Frames speed up thinking; The evidence and judgment come from the consultant.
Application task
Select at least four competitors in an industry and gather information from publicly available sources (web, news). Establish a MECE matrix with claim/fact labels with strong adversarial prompting. Then select two axes and create a strategic group map and find at least one empty box. Finally, complete the Five Forces analysis, justifying each degree of severity with two pieces of evidence, and suggest an area where the client can win.
checklist
- [ ] My matrix axes include MECE and important dimensions.
- [ ] Each cell is connected to the source; I made the claim/fact distinction.
- [ ] I did not write down competitor marketing claims as fact.
- [ ] I showed both the strengths and vulnerabilities of each opponent.
- [ ] I justified the Five Forces degrees of severity with evidence.
- [ ] I have identified at least one open space (opportunity) in the strategic group map.
- [ ] I observed the limits of competition law; I scheduled confirmation on suspicious data.