How to Use SerpAPI with Claude for Local SEO

A practitioner wants to verify what the Bing local pack looks like for a client keyword. They need this for a ChatGPT visibility analysis, and their LocalSEOData plan doesn’t include Bing data.

When SerpAPI Gets Called in LocalSEOSkills

SerpAPI provides real-time SERP data across multiple search engines. Use it when you need:

  • Bing local pack results (not covered by LocalSEOData)
  • Real-time SERP verification (confirm what’s actually showing right now)
  • Cross-engine comparison (Google vs. Bing vs. Yahoo)
  • International/non-Google markets

LocalSEOData is the default for most local SEO queries. SerpAPI fills specific gaps.

The Bing Local Pack Use Case

Bing matters for ChatGPT visibility. When ChatGPT uses Browse mode, it queries Bing.

The prompt:

"Using SerpAPI, pull the current Bing local pack results for
'electrician Seattle' and compare them to the Google local pack
for the same keyword. I need this for a ChatGPT visibility analysis."

The Cross-Engine Comparison

SERP Comparison: "electrician Seattle"

GOOGLE LOCAL PACK (via LocalSEOData)
1. Seattle Electric Co | 4.9★ (312 reviews) | Position: 1
2. Puget Sound Electrical | 4.7★ (189 reviews) | Position: 2
3. Emerald City Electric | 4.8★ (241 reviews) | Position: 3

BING LOCAL PACK (via SerpAPI)
1. Seattle Electric Co | 4.8★ (Bing-aggregated) | Position: 1
2. Northwest Electrical Services | 4.6★ (Bing-sourced) | Position: 2
3. Puget Sound Electrical | 4.7★ | Position: 3

PACK OVERLAP ANALYSIS
Both packs: Seattle Electric Co, Puget Sound Electrical (2 of 3)
Google only: Emerald City Electric
Bing only: Northwest Electrical Services

The packs differ. This matters for AI visibility.

ChatGPT Visibility Implications

CHATGPT VISIBILITY INTERPRETATION

Northwest Electrical Services appears in Bing but not Google.
Likely factors:
- Strong Bing Places profile
- Strong Yelp presence (Bing pulls from Yelp)
- May have Bing-specific optimization

Emerald City Electric appears in Google but not Bing.
Implication: When ChatGPT users ask for electricians in Seattle,
Emerald City may not be surfaced despite Google top 3 position.

FOR YOUR CLIENT
If your client is [X] and they appear in Google but not Bing:
- Their ChatGPT visibility is limited
- Action: Optimize Bing Places + Yelp profiles
- Timeline: 2-4 weeks for Bing reindexing

If your client appears in Bing but not Google:
- They have ChatGPT visibility but limited Google visibility
- Different strategies needed for each platform

Real-Time SERP Verification

Beyond Bing, SerpAPI verifies current search results:

Verification use cases:

  • Confirm ranking improvements are live
  • Check SERP features (AI Overview, featured snippets)
  • Verify local pack composition
  • Test from different locations

The prompt:

"Using SerpAPI, verify the current Google local pack for
'plumber Phoenix' from a Phoenix-area IP.
Compare to what LocalSEOData shows.
Are there any discrepancies?"

Why discrepancies happen:

  • LocalSEOData may have cached data
  • Search results vary by exact location
  • Time of day can affect results
  • Personalization factors

Real-time verification confirms what’s actually showing to users.

Cross-Engine SERP Comparison

For comprehensive analysis:

"Using SerpAPI, compare search results for '[service] [city]' across:
- Google
- Bing
- Yahoo
Show: Local pack composition, organic positions, SERP features present."

Example output:

Cross-Engine Analysis: "dentist Portland"

GOOGLE
Local pack: [Dentist A], [Dentist B], [Dentist C]
AI Overview: Present (generic dental care info)
Featured snippet: None
Ads: 4 above pack

BING
Local pack: [Dentist A], [Dentist D], [Dentist B]
AI Summary: Not present
Ads: 3 above pack

YAHOO (uses Bing)
Local pack: Mirrors Bing results
Additional: Yahoo Local listings shown

INSIGHTS
[Dentist D] appears on Bing/Yahoo but not Google
- Strong Bing Places profile likely
- May have strategic advantage for Microsoft/ChatGPT users

[Dentist C] Google-only
- Bing optimization opportunity
- Missing Bing/Yahoo/ChatGPT traffic

SerpAPI for Non-Google Markets

Some markets or countries have significant non-Google search usage:

Bing-heavy markets:

  • Enterprise/corporate users (Microsoft ecosystem)
  • Older demographics (Bing often default on IE/Edge)
  • AI assistant users (ChatGPT, Copilot)

For clients in these markets:

"Pull Bing local pack results for [client keywords] using SerpAPI.
Assess our Bing visibility separate from Google visibility.
Identify optimization opportunities."

Setup and Connection

SerpAPI requires:

  • SerpAPI account and API key
  • Connection configured in LocalSEOSkills
  • Usage credits (per-query pricing)

Once connected, the serpapi-tool skill becomes available.

Cost considerations: SerpAPI charges per query. Use strategically:

  • Verification of important keywords
  • Bing/ChatGPT visibility analysis
  • Competitive SERP research
  • Client deliverable verification

For routine queries, LocalSEOData is more cost-effective. Use SerpAPI for specific needs.

When to Use SerpAPI vs. LocalSEOData

Use LocalSEOData for:

  • Google local pack analysis (primary data source)
  • GBP profile data
  • Citations and reviews
  • Most routine local SEO queries

Use SerpAPI for:

  • Bing local pack (ChatGPT visibility)
  • Real-time SERP verification
  • Cross-engine comparison
  • International market analysis
  • SERP feature detection

Many practitioners use LocalSEOData as the default and add SerpAPI for specific Bing/verification needs.

The Complete SerpAPI Workflow

  1. Identify need for Bing data or real-time verification
  2. Run SerpAPI query for specific keyword/location
  3. Compare results to LocalSEOData/Google data
  4. Identify discrepancies and opportunities
  5. Develop platform-specific strategy
  6. Track Bing/cross-engine visibility over time

SerpAPI fills the gaps that LocalSEOData doesn’t cover. For comprehensive local SEO visibility — especially AI visibility through Bing/ChatGPT — having both data sources provides complete picture.