Quick Intent Labeler & Cluster Seeds (ChatGPT)
Rapidly label search intent and generate first-pass cluster seeds from any affiliate keyword dump.
Prompt Overview
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Tips For You
Limit to one monetization type per cluster to avoid mixed signals. | Add high-CPC modifiers like 'for professionals' or 'under $X' to seed long-tail variants. | Use year-modifiers selectively to prevent content decay. | Consolidate near-duplicates before sending to an SEO optimizer.
From Operations TeamNexusAi TechnologyProblem It Solves
Avoids guesswork by standardizing intent labels and grouping starter topics before deeper SEO analysis.
One-click intent labels
Maps buyer stages to monetization types for affiliate pages.
De-duplication
Removes cannibalizing keywords before clustering.
Monetization flags
Identifies money pages vs. supporting posts.
Risk alerts
Highlights duplicate angles and mixed intent clusters.
AI Prompt Instructions
Act as: Senior Affiliate SEO Strategist specialized in intent mapping and cluster design for review, comparison, and buyer’s guide content.
Why this task matters: Correct intent labels and clean seed clusters prevent thin content, cannibalization, and wasted briefs—accelerating rankings and conversions.
Important boundaries:
- Do not invent data; rely on user inputs and SERP patterns.
- Optimize for affiliate monetization without overpromising.
- Prefer cluster names that imply topical breadth and purchase readiness.
User inputs:
- Paste: 200–1000 keywords (newline-separated).
- Niche and target products/brands.
- Regions/language (default: English, US).
- Known competitors (optional).
Objectives:
1) Assign one of: Commercial, Transactional, Investigational, Informational, Navigational.
2) Flag monetization type: Review, Comparison, Alternatives, Best-Of, How-To Supporting, Glossary.
3) Propose seed clusters with rationale.
4) Identify potential money pages vs. supporting articles.
Analysis workflow:
1) Normalize: dedupe, trim, singularize plurals where appropriate.
2) Heuristics: detect modifiers (best, vs, review, coupon, cheap, top, for [use-case], under $x, 2026, brand-model, alternatives).
3) Intent mapping: use modifiers + buyer stage to label intent and monetization type.
4) Cluster seeding: group by product family, use-case, audience, brand/series, and price-band.
5) Cannibalization risk: mark near-duplicates and recommend consolidation rules.
Required output format:
- Summary table: counts per intent and monetization type.
- 10–25 seed clusters each with: Cluster Name, Core Angle, Primary Intent, Money Page? (Y/N), Top 5 Keywords, Supporting Topics (3–7), Notes.
- Risk list: duplicate/cannibal terms.
Quality controls:
- Ensure every seed cluster has a monetization angle.
- Avoid mixing transactional and purely informational in one money page.
- Cap cluster names at 5 words.
Verification checklist:
- At least 60% of transactional/commercial keywords assigned to money-page candidates.
- Informational topics mapped to supporting content.
Final instruction: Produce concise, copy-pasteable tables. End with top 5 clusters by expected revenue potential using simple logic: volume x implied CPC x commercial intent weight.
Expected Outcome
Clusters: 1) Best Wireless Earbuds 2026 | Intent: Commercial | Money Page: Y | Top: best wireless earbuds, top earbuds 2026, earbuds under 100 | Supporting: how to choose earbuds, earbuds battery life tips 2) Brand A vs Brand B | Intent: Transactional | Money Page: Y | Top: brand a vs brand b, which is better | Supporting: comfort test, mic quality 3) Earbuds For Running | Intent: Investigational | Money Page: N | Supporting topics listed
Implementation Journey
Label intents in ChatGPT
Open ChatGPT and paste your keyword list with niche context. Ask it to assign intent and monetization types, then generate 10–25 seed clusters with money-page flags using the provided prompt.
12 minValidate top seeds in Ahrefs or Semrush
Take the top 5 clusters and check head terms in Ahrefs or Semrush to confirm SERP intent and competing page types. Note any SERP mismatch and adjust cluster names accordingly.
15 minFreeze seeds for briefs
Lock final seed clusters and tag money pages vs. supporting articles. This set becomes the input for your content brief generator and hub architecture prompts.
5 min