Competitor Landscape

Take data from multiple competitor analyses and produce a cross-competitor comparative analysis: feature matrix, pricing comparison, positioning map, aggregate SWOT, and strategic recommendations. This is the "zoom out" view that individual analyses can't provide.

Usage

Use after analyzing 2+ competitors — you have individual profiles and need the comparative view. Also useful for preparing a board deck, investor update, or strategy doc that needs a market landscape section.

Process

Step 1: Gather Inputs

Ask the user for:

• Your product info — name, key features, pricing, differentiators

• Competitor data — for at least 2 competitors, provide for each:

• Name and URL

• Key features

• Pricing (model, tiers, price points)

• Target audience

• Positioning (their headline/value prop)

• Strengths and weaknesses

• Social proof signals (customer count, notable logos, review scores)

• Custom axes for positioning map (optional) — default: market presence vs. product breadth

If the user has previously run competitor-site-analysis or competitor-content-analysis, they can reference those outputs.

Step 2: Feature Comparison Matrix

Build a side-by-side feature comparison across all competitors and the user's product:

Feature / Capability Your Product Competitor A Competitor B Competitor C

[feature 1] [status] [status] [status] [status]

[feature 2] [status] [status] [status] [status]

Status values: Full / Partial / Missing / Unknown

Include:

• Core features that define the category (everyone should have these)

• Differentiating features (only some competitors have)

• Your unique features (only you have — highlight these)

• Features competitors have that you don't (gaps to assess)

Sort rows by strategic importance, not alphabetically.

Step 3: Pricing Comparison

Build a pricing comparison table:

Dimension Your Product Competitor A Competitor B Competitor C

Model

Free tier

Entry price

Mid-tier price

Enterprise

Value metric

Annual discount

Trial

Key upgrade trigger

Pricing signals to flag:

• Where you're significantly cheaper or more expensive than the market

• Competitors using per-seat pricing where value doesn't scale with headcount (vulnerability)

• Competitors with no free tier in a PLG market (acquisition barrier)

• Mismatches between pricing model and GTM motion

Step 4: Positioning Map

Plot all competitors + your product on a 2x2 positioning map.

Default axes: Market Presence (low → high) vs. Product Breadth (focused → broad)

Score each company 1-10 on both axes:

• Market presence — traffic volume, review count, brand recognition signals, funding stage

• Product breadth — number of features, integrations, use cases served

Alternative axis options (offer to the user):

• Customer satisfaction (from review scores) vs. Market share (from traffic)

• Price level (low → high) vs. Feature depth (basic → advanced)

• PLG friendliness (self-serve → sales-required) vs. Enterprise readiness (SMB → enterprise)

Present as a labeled quadrant:

                High Market Presence
                      |
     Established      |      Market Leaders
     Niche Players    |
----------------------+----------------------
                      |
     Emerging         |      Growing
     Focused          |      Contenders
                      |
                Low Market Presence

Focused ←————— Product Breadth ——————→ Broad

Place each competitor and your product in the appropriate quadrant. Identify the gap: Where is there open space on the map? That's potential positioning territory.

Step 5: Aggregate SWOT

Synthesize across all competitors into a landscape-level view:

Strengths across competitors — what does the market generally do well? These are table stakes you must match.

Common weaknesses — what do multiple competitors struggle with? These are opportunities.

Industry opportunities — macro trends, technology shifts, or market gaps that no competitor has captured yet.

Industry threats — forces that affect everyone in this space (regulation, new entrants, platform risk, commoditization).

Step 6: Moat Landscape

Summarize the moat picture across all competitors:

Moat Competitor A Competitor B Competitor C You

Network effects

Switching costs

Scale economies

Brand recognition

Regulatory / IP

Distribution

Data advantage

Key insights:

• Moats that NO competitor has built = opportunity to build first-mover defensibility

• Moats that ALL competitors have = table stakes, not differentiators

• Your unique moats = lean into these in positioning

Step 7: Content Comparison (if data available)

If competitor data includes content strategy info, compare content approaches:

Content Type Competitor A Competitor B Competitor C You

Blog

Comparison pages

Guides / pillars

Glossary / programmatic

Templates / tools

Gated content

If no content analysis data exists, skip this section and note it.

Step 8: Strategic Recommendations

Synthesize everything into actionable recommendations:

Where you win — your clearest competitive advantages based on feature gaps, pricing position, moat differences, and competitor weaknesses. Be specific.

Where you're vulnerable — honest assessment of where competitors are ahead. What would you need to invest in to close the gap?

Market gaps — opportunities no one is serving well, informed by:

• Empty space on the positioning map

• Features no competitor offers

• Audience segments being ignored

• Pricing models no one has tried

Positioning recommendation — based on the full landscape, where should you position? What's your angle? What should you NOT compete on?

Messaging landmines — claims competitors make that you should avoid competing on directly (because they're stronger there) or because they're becoming commoditized.

Output Format

Competitive Landscape: [Product Name]

Date: [current date] Competitors: [list]

Feature Comparison

[matrix from Step 2]

Pricing Comparison

[table from Step 3]

Positioning Map

[quadrant from Step 4]

Aggregate SWOT

[landscape-level SWOT from Step 5]

Moat Landscape

[moat comparison from Step 6]

Content Comparison

[content type coverage from Step 7, if available]

Strategic Recommendations

Where You Win

[from Step 8]

Where You're Vulnerable

[from Step 8]

Market Gaps

[from Step 8]

Positioning Recommendation

[from Step 8]

Messaging Landmines

[from Step 8]

Rules

• Need at least 2 competitors for comparison. A landscape analysis with one competitor is just a profile.

• Never invent data — if information is missing for a competitor, note "data not available."

• Never present a positioning map without explaining why you chose the axes.

• Never make strategic recommendations without citing evidence from the data.

• If competitor data has inconsistent depth (one has full pricing, another doesn't), flag that comparison will be uneven.

• If the market appears highly fragmented (5+ direct competitors with no clear leader), note this.

• Be honest if the user's product appears to be in a weak position on the map — suggest what to improve.

• The positioning map is most valuable when you customize the axes to match your strategic question.