X influencer health check

Campaign budget を使う前に、X creators の fake followers、bot-like engagement、paid-post networks、collaboration risk を確認します。

X には、followers、paid verification、generic replies、copied engagement だけで一見よく見える accounts が多くあります。しかし real audience trust が弱い場合があります。

Kollab は influencer vetting を evidence-based workflow にします。X profiles を貼り、public signals を集め、health metrics を計算し、risk dimensions を score して、brand team が review できる report を残します。

実行

X influencer を brand collaboration 前に評価したいです。 Brand context: - Product or offer: [what we want to promote] - Target audience: [who should care] - Region and language: [markets we care about] - Collaboration type: sponsored post / thread / long-term ambassador / affiliate - Budget range: [optional] - Must-avoid risks: fake followers, bot engagement, paid-post networks, irrelevant audience, reputation risk X accounts to audit: 1. https://x.com/[username] 2. https://x.com/[username] 3. https://x.com/[username] Please build an influencer health check report: 1. URL と @handle を clean account list に normalize してください。 2. 各 account の public profile と recent timeline signals を集めてください: account age, followers, following, bio, links, verification type, recent posts, replies, likes, visible engagement。 3. Metrics を計算してください: account age, following-to-follower ratio, average engagement rate, reply percentage, generic reply rate, daily likes given。 4. Suspicious patterns を evidence 付きで flag してください: very low engagement, high follow-back ratio, repetitive replies, pure emoji replies, generic praise, copied promo wording, suspicious bio links, shared brand or URL clusters。 5. 各 account に risk table、score、decision を出してください: reject, manual review, or safe to contact。 6. Connected accounts が疑われる場合、shared bios, links, handles, engagement patterns を説明する network section を追加してください。 7. 最後に brand-safe shortlist を作ってください: contact first, manual review, avoid, and extra proof to request before payment.

ワークフローの進み方

まずこのワークフローの流れを確認してから、役割・入力元・出力先を自分の運用に置き換えてください。

Public X signals を収集

Kollab が profile と recent timeline signals を読み、account age、follower data、bio links、verification、visible engagement を整理します。

Fake-account risk を score

Engagement rate、follow-back ratio、generic replies、repeated promo language、suspicious URLs、network overlap を確認します。

Creators を side by side 比較

各 creator に evidence、risk score、contact decision が付き、raw follower count ではなく audience quality で比較できます。

Reviewable audit record を残す

Report、shortlist、rejected accounts、manual-review questions、payment guardrails を campaign workspace に残します。

Follower-count guessing から evidence-based creator vetting へ

Kollab は audience quality、risk signals、reviewable evidence で X accounts を判断します。

	Manual vetting	With Kollab
Profile review	Profiles を 1 つずつ開き、followers、paid verification、timeline scan に頼ります。	Account age、bio、links、verification、follower data、recent timeline signals を normalize します。
Fraud signals	Bot-like replies、engagement pods、paid-post network clues は長い list で見落とされやすいです。	Suspicious ratios、generic replies、repeated wording、suspicious links、connected-account patterns を evidence 付きで flag します。
Decision quality	Follower number が大きいだけで creator が approved されることがあります。	各 account に risk score と reject / manual review / safe to contact の decision が付きます。
Campaign memory	Reject 理由は campaign list が変わると消えがちです。	Audit evidence、shortlist、review questions、payment guardrails が campaign workspace に残ります。
Total time	Follower count plus scattered notes	Risk-scored creator audit with evidence

Influencer audit の成果物

A good creator check should leave a decision record the whole brand team can trust.

Metrics

Account health table

Account age and follower ratios
Average engagement rate
Reply and generic-reply percentages

Risk

Suspicious-signal evidence

Bot-like engagement patterns
Paid-post or URL network clues
Low-engagement high-follower warnings

Decision

Collaboration recommendation

Reject / manual review / contact
Reasoning for each score
Extra proof to request before payment

Campaign

Brand-safe shortlist

Creators to contact first
Accounts to avoid
Review notes for the next campaign

Campaign spend の前に X creators を確認

Profile links を risk-scored influencer audit に変え、outreach、contract、payment の前に review できます。

実行