Tool Integration

SerpAPI + Claude: Cross-Engine SERP Data for Local Search

Bing local pack for ChatGPT analysis, real-time SERP verification, cross-engine comparison. The fallback and the Bing specialist.

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SerpAPI Tool Integration: Cross-Engine SERP Data

Local SEO Data is the default for Google SERP data. SerpAPI activates in two situations:

  1. Fallback: When Local SEO Data isn’t connected, SerpAPI provides reliable SERP data
  2. Bing specialist: When you need SERP data from Bing — specifically for ChatGPT Browse visibility analysis, where Bing’s local pack composition matters more than Google’s

What This Integration Unlocks

Live SERP data from multiple engines — Google, Bing, Yahoo, and others.

Real-time local pack results — Current map pack composition for any query.

Cross-engine comparison — See how rankings differ between Google and Bing.

ChatGPT visibility context — Bing local pack data directly informs ChatGPT optimization.

Dispatch Routing

Routes to serpapi-tool when:

  • Local SEO Data is not connected (automatic fallback)
  • Prompt explicitly requests Bing SERP data
  • Cross-engine SERP comparison needed
  • Real-time SERP verification required

Three Workflows

Workflow 1 — Bing Local Pack Pull (ChatGPT context):

Prompt: "Pull the Bing local pack for 'electrician Seattle' for ChatGPT visibility analysis."

Output:
Bing Local Pack — "electrician Seattle"
#1: Seattle Electric Co | 4.8★ (89 reviews)
#2: Puget Sound Electrical | 4.6★ (67 reviews)
#3: Northwest Electricians | 4.9★ (45 reviews)

Google Local Pack (comparison)
#1: Emerald City Electric | 4.7★ (203 reviews)
#2: Seattle Electric Co | 4.8★ (156 reviews)
#3: Pro Spark Electrical | 4.5★ (98 reviews)

Analysis: Seattle Electric Co ranks #1 on Bing, #2 on Google.
ChatGPT Browse will surface Bing results — they have Bing visibility advantage.
Your client: Not in Bing top 3. Check Bing Places optimization.

Workflow 2 — Real-Time SERP Verification:

Prompt: "Verify current SERP for 'personal injury lawyer phoenix' — I need live data."

Output:
SERP pulled: [timestamp]
Local Pack: [3 businesses with positions]
Organic #1-3: [URLs]
SERP features: AI Overview present, PAA box, Local Services Ads
Map pack count: 3 (standard)

Workflow 3 — Cross-Engine Comparison:

Prompt: "Compare how [Business Name] appears in Google vs. Bing local results
for 'HVAC repair Dallas'."

Output:
Google: Position 4 in local pack
Bing: Not appearing in local pack

Gap: Strong Google presence, no Bing visibility
Impact: Invisible to ChatGPT Browse users
Fix: Optimize Bing Places profile

Setup

  1. SerpAPI account at serpapi.com
  2. API key from account dashboard
  3. In Claude Code: Settings → MCP Servers → Add Server
    • Name: SerpAPI
    • API Key: [Your key]
  4. Verify connection

First Prompt After Setup

"Run a test SERP pull for 'coffee shop Austin TX' via SerpAPI.
Show me local pack and top 3 organic."

Skill Documentation

For technical details on how this skill works, what data it pulls, and complete prompt reference, see the full skill documentation.