geo-prospect – skill Khác cho agent AI

GEO Prospect Manager

Purpose

Manage GEO agency prospects and clients through the full sales lifecycle.

All data is stored in ~/.geo-prospects/prospects.json (persistent across sessions).

---

Commands

| Command | What It Does |

|---------|-------------|

| /geo prospect new <domain> | Create new prospect (interactive prompts) |

| /geo prospect list | Show all prospects with pipeline status |

| /geo prospect list <status> | Filter: lead, qualified, proposal, won, lost |

| /geo prospect show <id-or-domain> | Full prospect detail with history |

| /geo prospect audit <id-or-domain> | Run quick GEO audit and save to prospect record |

| /geo prospect note <id-or-domain> "<text>" | Add interaction note with timestamp |

| /geo prospect status <id-or-domain> <new-status> | Move through pipeline |

| /geo prospect won <id-or-domain> <monthly-value> | Mark as won, set contract value |

| /geo prospect lost <id-or-domain> "<reason>" | Mark as lost with reason |

| /geo prospect pipeline | Visual pipeline summary with revenue forecast |

---

Data Structure

Each prospect is stored as a JSON record:

{
  "id": "PRO-001",
  "company": "Electron Srl",
  "domain": "electron-srl.com",
  "contact_email": "[email protected]",
  "contact_name": "",
  "industry": "Educational Equipment Manufacturing",
  "country": "Italy",
  "status": "qualified",
  "geo_score": 32,
  "audit_date": "2026-03-12",
  "audit_file": "~/.geo-prospects/audits/electron-srl.com-2026-03-12.md",
  "proposal_file": "~/.geo-prospects/proposals/electron-srl.com-proposal.md",
  "monthly_value": 0,
  "contract_start": null,
  "contract_months": 0,
  "notes": [
    {
      "date": "2026-03-12",
      "text": "Initial GEO quick scan. Score 32/100 - Critical tier. Strong candidate for GEO services."
    }
  ],
  "created_at": "2026-03-12",
  "updated_at": "2026-03-12"
}

---

Orchestration Instructions

/geo prospect new <domain>

1. Check if ~/.geo-prospects/prospects.json exists, create if not (empty array)

2. Auto-detect company name from domain (e.g., electron-srl.com → Electron Srl)

3. Assign next sequential ID: PRO-001, PRO-002, etc.

4. Ask user for:

• Contact name (optional)
• Contact email
• Monthly contract value estimate (optional)

5. Set status to lead

6. Save to JSON file

7. Suggest next step: "Run /geo prospect audit electron-srl.com to score this prospect"

/geo prospect list

Read ~/.geo-prospects/prospects.json and render a summary table:

GEO Prospect Pipeline — March 2026
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

ID       Domain                  Company           Status      Score  Value
───────  ──────────────────────  ────────────────  ──────────  ─────  ──────
PRO-001  electron-srl.com        Electron Srl      Qualified   32/100  €4.5K
PRO-002  acme.com                ACME Corp         Lead        —       —
PRO-003  bigshop.it              BigShop           Won         41/100  €6.0K

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Pipeline: 1 lead | 1 qualified | 0 proposals | 1 won | 0 lost
Committed MRR: €6,000 | Pipeline Value: €4,500

/geo prospect audit <id-or-domain>

1. Run /geo quick <domain> to get GEO snapshot score

2. Save score to prospect record: geo_score, audit_date

3. Save audit output to ~/.geo-prospects/audits/<domain>-<date>.md

4. Update audit_file path in prospect record

5. Add auto-note: "Quick audit run. GEO Score: XX/100."

6. If score < 55: suggest "Score indicates strong sales opportunity. Run /geo proposal <domain> to generate proposal."

/geo prospect note <id-or-domain> "<text>"

1. Find prospect by ID or domain

2. Append note with current ISO date

3. Save back to JSON

4. Confirm: "Note added to Electron Srl (PRO-001)"

/geo prospect status <id-or-domain> <status>

Valid statuses: lead, qualified, proposal, won, lost

1. Update status field

2. Add auto-note: "Status changed to <status>"

3. Save and confirm

/geo prospect pipeline

Visual revenue-focused pipeline summary:

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
GEO AGENCY PIPELINE SUMMARY — March 2026
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

STAGE          COUNT   POTENTIAL VALUE   NOTES
─────────────  ─────   ───────────────   ─────────────────────
Lead             2      €8,000/mo        New discoveries
Qualified        1      €4,500/mo        Ready for proposal
Proposal Sent    1      €6,000/mo        Awaiting signature
Won              3      €18,500/mo       Active clients (MRR)
Lost             1      —                Budget freeze

COMMITTED MRR:        €18,500
PIPELINE (qualified+): €10,500
TOTAL POTENTIAL:      €29,000/mo → €348,000/yr

Next actions:
→ PRO-003 (acme.com): Send proposal — score 38/100 (strong case)
→ PRO-007 (shop.it): Follow up — proposal sent 8 days ago
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

---

Storage Location

All data stored in ~/.geo-prospects/:

~/.geo-prospects/
├── prospects.json          # Main CRM database
├── audits/                 # Quick audit snapshots
│   └── electron-srl.com-2026-03-12.md
└── proposals/              # Generated proposals
    └── electron-srl.com-proposal.md

Create directory if it does not exist: mkdir -p ~/.geo-prospects/audits ~/.geo-prospects/proposals

---

Pipeline Stage Definitions

| Status | Meaning | Typical Next Action |

|--------|---------|---------------------|

| lead | Discovered, not yet contacted | Run quick audit, assess opportunity |

| qualified | Audit done, confirmed pain points | Generate proposal |

| proposal | Proposal sent, awaiting decision | Follow up, answer questions |

| won | Contract signed, active client | Run full audit, start onboarding |

| lost | Deal closed lost | Log reason for future reference |

---

Output

• All commands print confirmation + current prospect status to terminal
• No external files unless explicitly saving audits/proposals
• JSON database is the single source of truth

When to Use

• You need a Generative Engine Optimization task for a website: audit, citability, crawlers, schema, llms.txt, content, platform tuning, or client reporting.
• Run read-only analysis first; propose site changes before making any.

Limitations

• Audits are read-only analysis; never publish, deploy, or modify the target site without explicit approval.
• Scores and citation likelihoods are heuristics, not guarantees from AI search platforms.
• Docs-only import: upstream scripts, agents, hooks, and schema templates are not bundled.

Example

curl -s https://example.com/robots.txt
curl -s https://example.com/llms.txt

> Adapted from [zubair-trabzada/geo-seo-claude](https://github.com/zubair-trabzada/geo-seo-claude) (MIT); frontmatter, When to Use/Limitations, and safety boundaries added for upstream compliance. Docs-only import: upstream runtime helpers not bundled.

Slash commands are workflow notation, not installed runtime commands in this docs-only copy. Confirm persistent storage location and personal-data scope first. Validate domains as hostnames, reject path separators/dot segments and keep all derived paths within the chosen root; protect files and use atomic locked writes to avoid lost updates/duplicate IDs. A low GEO score is a heuristic audit lead, not proof of commercial need; “won”/committed MRR requires actual contract evidence. Pipeline sums are unweighted possibilities, not revenue forecasts. Never send outreach from a CRM-read request.