competitive-platform-analysis

affaan-m ｜ 行銷與 SEO ｜ 原文 ｜ MIT

基準測試前先界定、分層並篩選競爭對手集合

---
name: competitive-platform-analysis
description: 在界定競爭格局時使用：在任何基準測試開始之前，先識別、分類並以分數篩選出競爭對手集合。決定誰算競爭對手、屬於哪一層，以及要挖掘哪些來源。這是三個 skill 競爭分析流程的第一步，排在 benchmark-methodology 之前。
---

# Competitive Platform Analysis

在任何評分開始之前，用這個 skill 決定**要拿誰來做基準**，以及**去哪裡找他們**。
競爭分析的品質取決於它的框架：集合選錯，客戶會看起來不可戰勝，或是注定失敗。
目標是一個站得住腳、跟決策有關的集合，不是窮盡式的普查。

## When to Activate

- 即將開始競爭基準專案，需要先定義競爭對手集合。
- 不確定哪些公司屬於 Direct / Adjacent / Aspirational 這幾層。
- 需要為市場格局報告定出站得住腳、已經精簡的範圍。
- 已經有定位簡報，想找出誰在爭奪那個定位。
- 執行 benchmark-methodology 之前的第一步。

## Client positioning brief (establish first)

界定集合之前，先建立客戶的定位簡報。如果你還沒有，
就做一場簡短的 brand-discovery 訪談把它問出來，**不要**
自己編一份，也**不要**在沒有簡報的情況下盲目界定集合。簡報會提供：

- **Identity / aesthetic register**：這是哪一種工作室或公司，
  以及它怎麼呈現自己。
- **Offer**：它提供什麼服務或產品。
- **Target clients**：它賣給誰。
- **Differentiator**：客戶相信的護城河或定位論點。
- **Scoping consequence**：對於怎麼替競爭對手加權的含意（例如，
  要優先看獨特性、能力重疊度，還是價格）。
- **Strategic tension**：定義客戶空白市場的成對軸線
  （例如：記憶度 × 可雇用度）。

**沒有定位簡報就不要繼續。** 沒有客戶視角就界定出來的競爭對手清單，是雜訊，不是情報。
尤其是 scoping consequence，它決定了哪些競爭對手是*強勁的*對手（會爭奪
客戶護城河的）、哪些只是服務項目有重疊。

## Selection criteria

對每個候選對象，記錄這幾個軸線，它們同時決定是否納入，以及放在哪一層：

- **Size / model**：個人、微型工作室（2–8 人）、精品型（30 人以下）、中型
  代理商。要對上客戶自己的規模區間，同一區間的工作室才是實際會正面交鋒的集合。
- **Niche / specialization**：候選對象的專注領域跟
  客戶的服務重疊多少。重疊越緊，越直接。
- **Geography / market**：歐洲 vs 美國 vs 全球遠端；語言；時區涵蓋範圍。
  注意他們是否贏得客戶鎖定的同一批客戶。
- **Pricing & engagement model**：產品化衝刺、長期委託、專案、
  日薪；透明 vs「請聯絡我們」。這是定位成熟度的訊號。
- **Portfolio style**：通用 vs. 有主見/編輯風 vs. 反主流。越
  接近客戶的美學調性，就越是在爭奪客戶的
  獨特性。
- **Technical depth / craft maturity**：如果客戶的可信度敘事包含公開的過程作品、開放工具或有文件的系統，這項就相關。
- **Brand strength**：這家工作室有可歸屬自己的語言/視覺識別，還是
  可以被取代？依客戶的 scoping consequence 來加權。

## Player taxonomy — axes to populate across

不要把競爭對手分進特定利基的桶子，而是沿著幾個
通用的軸線來分，這樣格局才不會偏向某一種典型。這些軸線
適用於任何創意服務市場（設計、動態、文案、品牌、
內容、影片等等）。先在每個軸線上求廣度，再精簡成
最有啟發性的那些。

1. **Positioning stance**：*品牌導向 / 編輯風*（靠識別、
   聲音、觀點競爭）vs *能力導向*（靠工藝、產能、成果競爭）。
   兩端都要納入；跟客戶最像的鏡像對象，會落在它自己那一端。
2. **Specialization**：*專才*（單一緊密的領域或垂直市場）vs
   *通才*（廣泛的服務項目）。跟客戶專注領域重疊越緊，
   就越直接。
3. **Size / model**：*個人 / 微型* vs *精品型* vs *中型* vs
   *企業規模*。同一區間的對手才是實際的正面交鋒；較大的
   區間是志向型/商業成熟度的參考對象。
4. **Engagement format**：*產品化*（有名稱的衝刺、稽核、固定方案）
   vs *客製化*（客製專案 / 長期委託）。這是定位成熟度的訊號。
5. **Distinctiveness posture**：*保守 / 安全* vs *反主流 /
   宣言驅動*。有主見的那一端，對任何利基的獨特性
   基準測試都很關鍵。
6. **Evidence / credibility model**：*成果導向*（指標、有名字的客戶、
   案例深度）vs *美學導向*（作品集、獎項）。這告訴你每個對手
   怎麼贏得信任。
7. **Brand strength of the operator**：*可替代* vs *有信徒 / 可歸屬的
   識別*（包括那些證明「令人難忘的個人品牌」模式的資深獨立工作者）。
8. **Market / reach**：*本地 / 區域* vs *全球遠端*；注意他們是否
   贏得客戶鎖定的同一批客戶。

把每個候選對象標在相關的軸線上；當一個競爭對手在定位、專業領域、規模和市場上
同時靠近客戶，它就是*直接*對手。

## Competitive tiers (how the set resolves)

把最後的集合分成三層，這個結構會一路帶進
報告：

- **Direct**：同一區間、服務重疊、鎖定同樣客戶。是實際會
  正面交鋒的對手。
- **Adjacent**：部分重疊（一項能力，或不同的客戶規模），
  在邊緣造成壓力。
- **Aspirational**：客戶現在沒有跟他們競爭，但他們的
  品牌或商業成熟度，設下了值得追求的標竿。
- *（也要留意替代品：no-code/AI 工具、內部團隊、通才
  自由工作者，把它們記成威脅向量，除非有實質關聯，否則不用當成被剖析的競爭對手。）*

## Data sources (where to look)

讓來源跟你需要的面向對上。下面的平台*類型*是
通用的；請換成客戶利基原生的平台（例如設計用 Dribbble/Behance，
動態用 showreel/Vimeo，文案用寫作樣本/已發表作品）：

- **作品集 / 工藝平台**：工藝品質、範圍、美學調性
  （例如 Dribbble、Behance、Vimeo，或該利基對等的展示平台）。
- **獎項 / 策展展示**：工藝企圖心和編輯認可；
  偏重華麗的東西，所以要交叉檢查商業可信度（例如 Awwwards、
  產業獎項名單）。
- **競爭對手自己的網站**：定位、聲音、服務包裝、定價姿態、有名字的客戶、
  宣言/觀點的第一手來源。
- **LinkedIn**：團隊規模/模式、創辦人敘事、發文頻率、客戶 logo、
  地理位置。
- **評論目錄**：評論、有名字的客戶、專案規模、合作
  模式；是商業可信度和企業就緒度最強的訊號
  （例如 Clutch.co，或該利基對等的平台）。
- **公開作品**：過程 repo、已發表的樣本、公開的創意
  產出：深度和工藝透明度的證據。
- **會議演講 / podcast / 電子報**：思想領導力的深度
  和對觀點的掌握。

在把競爭對手的某個屬性當成事實之前，一定要**至少用兩個來源交叉驗證**
（自我申報的網站文案 ≠ 驗證過的成果）。每份剖析都要帶著
對抗式驗證的紀律。

## Scoring matrix template (selection stage)

一個輕量的前置篩選，用來決定誰能進入完整的基準測試。評分
1–5；在**獨特性**或**可信度**任何一項拿高分的候選對象都保留，
客戶的策略張力代表兩端都有啟發性。

| Candidate | Positioning stance | Specialization | Size band | Tier | Offer overlap (1–5) | Distinctiveness (1–5) | Commercial credibility (1–5) | Craft proximity (1–5) | Include? |
|-----------|--------------------|----------------|-----------|------|---------------------|------------------------|------------------------------|------------------------|----------|

經驗法則（依定位簡報裡客戶的 scoping consequence 套用）：

- 高獨特性**而且**高可信度 → 必須剖析（證明客戶
  鎖定的張力是可以達成的）。
- 高獨特性、低可信度 → 警示案例（令人難忘但
  沒人敢雇，是可以從中學習的潛在失敗模式）。
- 高可信度、低獨特性 → 客戶用來劃清界線的
  「稱職但讓人記不住」的那一大群。
- 兩項都低 → 除非為了格局的廣度需要，否則捨棄。

## Output of this stage

一份界定好範圍、分好層的競爭對手集合（通常是 10–18 個候選對象 → 8–12 個進行剖析），
每個都標上它的軸線位置、層級和來源連結，準備交給
`benchmark-methodology`。

## Anti-Patterns

- **沒有定位簡報就界定範圍。** 沒有客戶視角建出來的競爭對手清單是雜訊。簡報決定什麼才算真正的對手。
- **把每家類似的公司都列出來。** 目標是站得住腳的 10–18 個候選對象，不是普查。只求廣度、不精簡，會讓基準測試無法管理。
- **混淆 Direct/Adjacent/Aspirational 這幾層。** 這幾層服務於不同的策略目的。混在一起會變成一份平面清單，無法推動決策。
- **每個競爭對手只依賴單一來源。** 自我申報的網站文案是行銷，不是事實。要用至少兩個來源驗證屬性。
- **直接跳到評分。** 這個 skill 負責界定範圍和分層。評分由 Benchmark-methodology 處理。不要把這兩個步驟混在一起。

## Examples

**情境：** 一家精品品牌識別工作室（2 人、歐洲遠端、產品化衝刺、
反主流/宣言驅動的美學），想在做基準測試之前，先界定它的競爭
集合。定位簡報裡的策略張力是
*記憶度 × 可雇用度*。

**Step 1 — 八軸填入（範例候選對象）：**

| Candidate | Positioning stance | Specialization | Size band | Engagement | Distinctiveness | Evidence model | Brand strength | Market |
|---|---|---|---|---|---|---|---|---|
| Studio A | brand-led / editorial | identity only | micro | productized | contrarian | aesthetic-led | cult | global-remote |
| Studio B | capability-led | broad DS+motion | boutique | bespoke | conventional | outcome-led | interchangeable | US |
| Agency C | capability-led | brand+digital | mid-size | retainer | conventional | outcome-led | interchangeable | EU |
| Freelancer D | brand-led | brand voice only | solo | day-rate | editorial | aesthetic-led | ownable | global |
| Studio E | brand-led | brand strategy | micro | productized | manifesto-driven | outcome-led | cult | EU-remote |

**Step 2 — 前置篩選評分（客戶的 scoping consequence：獨特性要加權，
因為客戶的護城河是觀點優先，不是能力廣度）：**

| Candidate | Offer overlap (1–5) | Distinctiveness (1–5) | Commercial credibility (1–5) | Craft proximity (1–5) | Tier | Include? |
|---|---|---|---|---|---|---|
| Studio A | 5 | 5 | 3 | 5 | Direct | ✓ must-profile |
| Studio B | 3 | 2 | 5 | 3 | Adjacent | ✓ credibility anchor |
| Agency C | 2 | 1 | 5 | 2 | Aspirational | ✓ scale reference |
| Freelancer D | 4 | 4 | 2 | 4 | Direct | ✓ cautionary case |
| Studio E | 5 | 5 | 4 | 4 | Direct | ✓ must-profile |

**Step 3 — 交給 `benchmark-methodology` 的輸出：**
五個候選對象（3 個 Direct、1 個 Adjacent、1 個 Aspirational），每個都標上
軸線位置、層級和來源連結。Studio A 和 Studio E 是
最尖銳的正面對手；Freelancer D 是「令人難忘但
沒人敢雇」的警示案例，值得從中學習。

## Related Skills

- `brand-discovery`：先用它來建立定位簡報和策略張力，用來界定競爭對手集合的範圍。
- `benchmark-methodology`：下一步；接手分好層的集合，並在九個維度上為每個競爭對手評分。

---
name: competitive-platform-analysis
description: Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong to, and which sources to mine. First step in the three-skill competitive pipeline; precedes benchmark-methodology.
---

# Competitive Platform Analysis

Use this skill to decide **who to benchmark** and **where to find them** before
any scoring begins. A competitive analysis is only as good as its frame: the
wrong set makes the client look either unbeatable or doomed. The goal is a
defensible, decision-relevant set — not an exhaustive census.

## When to Activate

- About to start a competitive benchmarking project and need to define the competitor set first.
- Unsure which companies belong in Direct / Adjacent / Aspirational tiers.
- Need a defensible, pruned scope for a market landscape report.
- Has a positioning brief and wants to identify who contests that position.
- First step before running benchmark-methodology.

## Client positioning brief (establish first)

Before scoping the set, establish the client's positioning brief. If you don't
already have it, run a short brand-discovery interview to elicit it — do **not**
invent one and do **not** scope the set blind. The brief supplies:

- **Identity / aesthetic register** — what kind of studio or company this is and
  how it presents itself.
- **Offer** — what services or products it delivers.
- **Target clients** — who it sells to.
- **Differentiator** — the moat or positioning argument the client believes in.
- **Scoping consequence** — the implication for how to weight competitors (e.g.,
  prioritize by distinctiveness vs. capability overlap vs. price).
- **Strategic tension** — the paired axes that define the client's white-space
  (e.g., memorability × hireability).

**Do not proceed without the positioning brief.** A competitor list scoped
without the client's lens is noise, not intelligence. The scoping consequence in
particular determines which competitors are *strong* rivals (those that contest
the client's moat) vs. merely overlapping on service menu.

## Selection criteria

For each candidate, capture these axes — they decide both inclusion and tier:

- **Size / model** — solo, micro-studio (2–8), boutique (sub-30), mid-size
  agency. Match the client's own band; same-band studios are the realistic
  head-to-head set.
- **Niche / specialization** — how closely the candidate's focus overlaps with
  the client's offer. Tighter overlap = more direct.
- **Geography / market** — EU vs US vs global-remote; language; time-zone reach.
  Note whether they win the same clients the client targets.
- **Pricing & engagement model** — productized sprints, retainer, project,
  day-rate; transparent vs "contact us". Signals positioning maturity.
- **Portfolio style** — generic vs. opinionated/editorial vs. contrarian. Closer
  to the client's aesthetic register = more they contest the client's
  distinctiveness.
- **Technical depth / craft maturity** — relevant if the client's credibility
  story includes public process work, open tooling, or documented systems.
- **Brand strength** — does the studio have an ownable verbal/visual identity, or
  is it interchangeable? Weight this per the client's scoping consequence.

## Player taxonomy — axes to populate across

Don't sort competitors into niche-specific buckets; sort them along a few
generic axes so the landscape isn't skewed toward one archetype. These axes
apply to any creative-service market (design, motion, copywriting, branding,
content, film, etc.). Aim for breadth across each axis first, then prune to the
most instructive.

1. **Positioning stance** — *brand-led / editorial* (competes on identity,
   voice, POV) vs *capability-led* (competes on craft, throughput, outcomes).
   Populate both poles; the client's closest mirror sits at its own end.
2. **Specialization** — *specialist* (one tight discipline or vertical) vs
   *generalist* (broad service menu). Tighter overlap with the client's focus =
   more direct.
3. **Size / model** — *solo / micro* vs *boutique* vs *mid-size* vs
   *enterprise-scale*. Same-band players are the realistic head-to-head; larger
   bands are the aspirational/commercial-maturity reference.
4. **Engagement format** — *productized* (named sprints, audits, fixed packages)
   vs *bespoke* (custom project / retainer). Signals positioning maturity.
5. **Distinctiveness posture** — *conventional / safe* vs *contrarian /
   manifesto-driven*. The opinionated end is key for distinctiveness
   benchmarking in any niche.
6. **Evidence / credibility model** — *outcome-led* (metrics, named clients,
   case depth) vs *aesthetic-led* (portfolio, awards). Tells you how each player
   earns trust.
7. **Brand strength of the operator** — *interchangeable* vs *cult / ownable
   identity* (including senior independents who prove the "memorable solo brand"
   model).
8. **Market / reach** — *local / regional* vs *global-remote*; note whether they
   win the same clients the client targets.

Plot each candidate on the relevant axes; a competitor is *direct* when it sits
near the client on positioning, specialization, size, and market at once.

## Competitive tiers (how the set resolves)

Group the final set into three tiers — this structure carries through to the
report:

- **Direct** — same band, overlapping offer, same client targets. The realistic
  head-to-head.
- **Adjacent** — partial overlap (one capability, or a different client size)
  that pressures at the edges.
- **Aspirational** — players the client is not competing with today but whose
  brand or commercial maturity sets the bar to aim at.
- *(Watch also for substitutes: no-code/AI tools, in-house teams, generalist
  freelancers — note as a threat vector, not a profiled competitor unless
  materially relevant.)*

## Data sources (where to look)

Match the source to the dimension you need. The platform *types* below are
generic; substitute the ones native to the client's niche (e.g. Dribbble/Behance
for design, showreel/Vimeo for motion, writing samples/published work for copy):

- **Portfolio / craft platforms** — craft quality, range, aesthetic register
  (e.g. Dribbble, Behance, Vimeo, or the niche's equivalent showcase).
- **Awards / curated showcases** — craft ambition and editorial recognition;
  over-indexes on flashy, so cross-check commercial credibility (e.g. Awwwards,
  industry award lists).
- **Competitor's own site** — primary source for positioning, voice, offer
  packaging, pricing posture, named clients, manifesto/POV.
- **LinkedIn** — team size/model, founder narrative, post cadence, client logos,
  geography.
- **Review directories** — reviews, named clients, project sizes, engagement
  models; strongest signal for commercial credibility and enterprise-readiness
  (e.g. Clutch.co or the niche's equivalent).
- **Open / public work** — process repos, published samples, open creative
  output: depth and craft-transparency evidence.
- **Conference talks / podcasts / newsletters** — thought-leadership depth and
  POV ownership.

Always **verify claims across at least two sources** before treating a competitor
attribute as fact (self-reported site copy ≠ verified outcome). Carry an
adversarial-verification discipline into every profile.

## Scoring matrix template (selection stage)

A lightweight pre-filter to decide who graduates into full benchmarking. Score
1–5; keep candidates that score high on **either** distinctiveness **or**
credibility — the client's strategic tension means both poles are instructive.

| Candidate | Positioning stance | Specialization | Size band | Tier | Offer overlap (1–5) | Distinctiveness (1–5) | Commercial credibility (1–5) | Craft proximity (1–5) | Include? |
|-----------|--------------------|----------------|-----------|------|---------------------|------------------------|------------------------------|------------------------|----------|

Rules of thumb (apply per the client's scoping consequence in the positioning brief):

- High distinctiveness **and** high credibility → must-profile (proves the
  client's target tension is achievable).
- High distinctiveness, low credibility → cautionary case (memorable but
  un-hireable — a potential failure mode to learn from).
- High credibility, low distinctiveness → "competent but forgettable" mass the
  client defines itself against.
- Low on both → drop unless needed for landscape breadth.

## Output of this stage

A scoped, tiered competitor set (typically 10–18 candidates → 8–12 profiled),
each tagged with its axis positions, tier, and source links, ready to hand to
`benchmark-methodology`.

## Anti-Patterns

- **Scoping without a positioning brief.** A competitor list built without the client's lens is noise. The brief determines what counts as a real rival.
- **Listing every similar company.** The goal is a defensible 10–18 candidate set, not a census. Breadth without pruning makes benchmarking unmanageable.
- **Blurring the Direct/Adjacent/Aspirational tiers.** These tiers serve different strategic purposes. Mixing them produces a flat list that can't drive decisions.
- **Relying on a single source per competitor.** Self-reported site copy is marketing, not fact. Verify attributes across at least two sources.
- **Jumping straight to scoring.** This skill scopes and tiers the set. Benchmark-methodology handles scoring. Don't conflate the two steps.

## Examples

**Scenario:** A boutique brand-identity studio (2-person, EU-remote, productized
sprints, contrarian/manifesto-driven aesthetic) wants to scope its competitive
set before benchmarking. The strategic tension from the positioning brief is
*memorability × hireability*.

**Step 1 — eight-axis population (sample candidates):**

| Candidate | Positioning stance | Specialization | Size band | Engagement | Distinctiveness | Evidence model | Brand strength | Market |
|---|---|---|---|---|---|---|---|---|
| Studio A | brand-led / editorial | identity only | micro | productized | contrarian | aesthetic-led | cult | global-remote |
| Studio B | capability-led | broad DS+motion | boutique | bespoke | conventional | outcome-led | interchangeable | US |
| Agency C | capability-led | brand+digital | mid-size | retainer | conventional | outcome-led | interchangeable | EU |
| Freelancer D | brand-led | brand voice only | solo | day-rate | editorial | aesthetic-led | ownable | global |
| Studio E | brand-led | brand strategy | micro | productized | manifesto-driven | outcome-led | cult | EU-remote |

**Step 2 — pre-filter scoring (client scoping consequence: weight distinctiveness
because the client's moat is POV-first, not capability breadth):**

| Candidate | Offer overlap (1–5) | Distinctiveness (1–5) | Commercial credibility (1–5) | Craft proximity (1–5) | Tier | Include? |
|---|---|---|---|---|---|---|
| Studio A | 5 | 5 | 3 | 5 | Direct | ✓ must-profile |
| Studio B | 3 | 2 | 5 | 3 | Adjacent | ✓ credibility anchor |
| Agency C | 2 | 1 | 5 | 2 | Aspirational | ✓ scale reference |
| Freelancer D | 4 | 4 | 2 | 4 | Direct | ✓ cautionary case |
| Studio E | 5 | 5 | 4 | 4 | Direct | ✓ must-profile |

**Step 3 — output handed to `benchmark-methodology`:**
Five candidates (3 Direct, 1 Adjacent, 1 Aspirational), each tagged with
axis positions, tier, and source links. Studio A and Studio E are the
sharpest head-to-head rivals; Freelancer D is the "memorable but
un-hireable" cautionary case to learn from.

## Related Skills

- `brand-discovery` — use first to establish the positioning brief and strategic tension that scopes the competitor set.
- `benchmark-methodology` — the next step; takes the tiered set and scores each competitor across nine dimensions.