apollo-cost-tuning（阿波罗成本调整）

Apollo Cost Tuning

Overview

Optimize Apollo.io API costs through credit-aware enrichment. Key cost model: search is free, enrichment costs credits. Apollo charges per unique contact/company lookup. Credits do not roll over. Strategies: deduplicate before enriching, score leads before spending credits, and track daily budget.

Prerequisites

• Valid Apollo API key
• Node.js 18+

Instructions

Step 1: Understand Apollo's Credit Model

Action                      | Credits | Notes
----------------------------+---------+-----------------------------------
People Search               | 0       | /mixed_people/api_search (free!)
Organization Search         | 0       | /mixed_companies/search (free!)
People Enrichment (single)  | 1       | /people/match
People Enrichment (bulk)    | 1/match | /people/bulk_match (up to 10/call)
Organization Enrichment     | 1       | /organizations/enrich
Reveal Personal Email       | +1      | reveal_personal_emails param
Reveal Phone Number         | +1      | reveal_phone_number param

Plans (approximate):

• Free: 50 credits/month
• Basic: 1,200 credits/month (~$0.04/credit)
• Professional: 6,000 credits/month
• Organization: 12,000+ credits/month

Step 2: Track Credit Usage

// src/cost/credit-tracker.ts
class CreditTracker {
  private daily: Map<string, number> = new Map();
  private readonly budget: number;

  constructor(dailyBudget: number = 200) {
    this.budget = dailyBudget;
  }

  record(count: number = 1) {
    const today = new Date().toISOString().split('T')[0];
    this.daily.set(today, (this.daily.get(today) ?? 0) + count);
  }

  todayUsage(): number {
    const today = new Date().toISOString().split('T')[0];
    return this.daily.get(today) ?? 0;
  }

  isOverBudget(): boolean {
    return this.todayUsage() >= this.budget;
  }

  report(): string {
    const used = this.todayUsage();
    return `${used}/${this.budget} credits (${Math.round((used / this.budget) * 100)}%)`;
  }
}

export const creditTracker = new CreditTracker(
  parseInt(process.env.APOLLO_DAILY_CREDIT_BUDGET ?? '200', 10),
);

Step 3: Deduplicate Before Enriching

// src/cost/dedup.ts
import { LRUCache } from 'lru-cache';

// Track enriched contacts to avoid paying twice
const enrichedCache = new LRUCache<string, boolean>({
  max: 50_000,
  ttl: 30 * 24 * 60 * 60 * 1000,  // 30 days
});

export function enrichmentKey(params: { email?: string; linkedin_url?: string;
  first_name?: string; last_name?: string; organization_domain?: string }): string {
  // Prefer email as unique key, fall back to LinkedIn, then name+domain
  return params.email
    ?? params.linkedin_url
    ?? `${params.first_name}:${params.last_name}:${params.organization_domain}`;
}

export function isAlreadyEnriched(key: string): boolean {
  return enrichedCache.has(key);
}

export function markEnriched(key: string) {
  enrichedCache.set(key, true);
}

Step 4: Score Leads Before Enriching

Only spend credits on leads worth contacting.

// src/cost/lead-scorer.ts
interface LeadSignals {
  seniority?: string;
  title?: string;
  companyEmployees?: number;
  hasEmail: boolean;
  hasPhone: boolean;
  hasLinkedIn: boolean;
}

export function shouldEnrich(signals: LeadSignals, threshold: number = 40): boolean {
  let score = 0;

  // Seniority — only enrich decision-makers
  const topSeniority = ['c_suite', 'vp', 'founder', 'owner'];
  if (topSeniority.includes(signals.seniority ?? '')) score += 40;
  else if (signals.seniority === 'director') score += 30;
  else if (signals.seniority === 'manager') score += 15;
  else score += 5;

  // Company size — mid-market is highest value
  if (signals.companyEmployees && signals.companyEmployees >= 50 && signals.companyEmployees <= 1000) score += 25;
  else if (signals.companyEmployees && signals.companyEmployees > 1000) score += 15;

  // Missing data — worth enriching if we need the contact info
  if (!signals.hasEmail) score += 20;
  if (!signals.hasPhone) score += 10;

  return score >= threshold;
}

Step 5: Budget-Aware API Client

// src/cost/budget-client.ts
import axios from 'axios';
import { creditTracker } from './credit-tracker';
import { isAlreadyEnriched, markEnriched, enrichmentKey } from './dedup';

const client = axios.create({
  baseURL: 'https://api.apollo.io/api/v1',
  headers: { 'Content-Type': 'application/json', 'x-api-key': process.env.APOLLO_API_KEY! },
});

// Credit-consuming endpoints
const CREDIT_ENDPOINTS = ['/people/match', '/people/bulk_match', '/organizations/enrich'];

// Block requests when over budget
client.interceptors.request.use((config) => {
  const isCreditEndpoint = CREDIT_ENDPOINTS.some((ep) => config.url?.includes(ep));
  if (isCreditEndpoint && creditTracker.isOverBudget()) {
    throw new Error(`Daily credit budget exceeded (${creditTracker.report()})`);
  }
  return config;
});

// Track credit usage on success
client.interceptors.response.use((response) => {
  const isCreditEndpoint = CREDIT_ENDPOINTS.some((ep) => response.config.url?.includes(ep));
  if (isCreditEndpoint) {
    // Bulk match: count matches, not calls
    const matchCount = response.data?.matches?.length ?? 1;
    creditTracker.record(matchCount);

    // Mark as enriched for dedup
    const email = response.data?.person?.email;
    if (email) markEnriched(email);
  }
  return response;
});

export { client as budgetClient };

Step 6: Cost-Optimized Pipeline

import { budgetClient } from './cost/budget-client';
import { shouldEnrich } from './cost/lead-scorer';
import { isAlreadyEnriched, enrichmentKey } from './cost/dedup';
import { creditTracker } from './cost/credit-tracker';

async function enrichHighValueLeads(people: any[]) {
  let enriched = 0, skipped = 0, deduped = 0;

  const toEnrich: any[] = [];

  for (const person of people) {
    const key = enrichmentKey({ email: person.email, linkedin_url: person.linkedin_url,
      first_name: person.first_name, last_name: person.last_name });

    if (isAlreadyEnriched(key)) { deduped++; continue; }
    if (!shouldEnrich({ seniority: person.seniority, hasEmail: !!person.email,
      hasPhone: false, hasLinkedIn: !!person.linkedin_url })) { skipped++; continue; }

    toEnrich.push(person);
  }

  // Bulk enrich in batches of 10
  for (let i = 0; i < toEnrich.length; i += 10) {
    const batch = toEnrich.slice(i, i + 10);
    await budgetClient.post('/people/bulk_match', {
      details: batch.map((p: any) => ({
        first_name: p.first_name, last_name: p.last_name,
        organization_domain: p.organization?.primary_domain,
      })),
    });
    enriched += batch.length;
  }

  console.log(`Enriched: ${enriched}, Skipped (low-value): ${skipped}, Deduped: ${deduped}`);
  console.log(`Credits: ${creditTracker.report()}`);
}

Output

• Credit model reference table (free vs paid operations)
• CreditTracker with daily budget enforcement
• LRU deduplication preventing double-enrichment charges
• Lead scoring to enrich only high-value contacts
• Budget-aware client blocking requests at daily limit
• Cost-optimized pipeline combining all strategies

Error Handling

Resources

• Apollo API Pricing
• Apollo Plans
• View API Usage Stats

Next Steps

Proceed to apollo-reference-architecture for architecture patterns.