How to Audit Local Citations with Claude and MCP

Citation audits are essential for local SEO—and traditionally tedious. Checking your NAP (Name, Address, Phone) across dozens of directories, identifying inconsistencies, prioritizing fixes, and tracking corrections takes hours. With MCP, you ask Claude to audit your citations and get a prioritized action plan in minutes.

What Citation Auditing via MCP Looks Like

Before MCP

Log into citation management tool
Run a citation scan (wait for crawl to complete)
Export results to spreadsheet
Manually review each directory listing
Identify inconsistencies, duplicates, missing listings
Research which directories matter most
Prioritize fixes based on domain authority
Create fix-it checklist
Track corrections as you make them
Re-run scan weeks later to verify

Hours of work across multiple sessions. Data without analysis. Prioritization requires SEO knowledge.

After MCP

Ask Claude: “Audit citations for Buffalo Plumbing at 123 Main St, Buffalo NY”
Claude queries the MCP server for citation data
Claude identifies issues: inconsistencies, duplicates, gaps
Claude prioritizes by impact (domain authority, category relevance)
Claude provides specific fix instructions
You make corrections

One conversation. Prioritized action plan. Expert-level analysis included.

Real Example Conversation

You: “Audit citations for Buffalo Plumbing. My correct info is:

Name: Buffalo Plumbing Pros
Address: 123 Main Street, Buffalo, NY 14201
Phone: (716) 555-1234”

Claude: “Running citation audit through Local SEO Data…

Citation Audit: Buffalo Plumbing Pros

Found 34 citations across directories. Here’s what needs attention:

Critical Issues (High-Authority Sites):

Yelp (DA 94)
- Listed as “Buffalo Plumbing” (missing “Pros”)
- Phone shows old number: (716) 555-9999
- Priority: Fix immediately
Yellow Pages (DA 88)
- Address shows “123 Main St” (no “Street”)
- Minor but worth standardizing
BBB (DA 83)
- Listing not found
- Priority: Create new listing

Medium Priority:

Angi (DA 77)
- Name correct, address correct
- Phone shows (716) 555-1234 ✓
Thumbtack (DA 71)
- Duplicate listing found
- One shows old address
- Priority: Claim and merge

Lower Priority (Industry Directories):

8 home service directories with minor variations
Details available if you want the full list

Summary:

3 critical fixes needed
2 duplicates to resolve
5 missing high-value citations
12 citations fully accurate

Would you like fix instructions for the critical issues?”

That’s not a spreadsheet to interpret. That’s an action plan.

What You Need

Claude Desktop

MCP connections require Claude Desktop, Anthropic’s standalone application for Mac and Windows.

MCP Server with Citation Data

Local SEO Data provides citation audit tools through its MCP server. The citation_audit function checks your listings across 50+ directories and returns structured data Claude can analyze.

Local SEO Data also offers a direct API for teams building custom citation management workflows, and Local SEO Skills for pre-built audit processes.

Your Business NAP Details

Know your correct business name, address, and phone number—exactly as you want them to appear. Standardization matters: “Street” vs “St” vs “St.” variations cause issues.

What MCP Citation Audits Check

NAP Consistency

The core of citation auditing is Name, Address, Phone consistency. Local SEO Data’s MCP tools check:

Name variations:

Missing suffixes (Inc, LLC, Pros)
Abbreviation differences
Old business names still appearing
Misspellings

Address formatting:

Suite/unit number presence
Street abbreviations (St vs Street)
Zip code accuracy
Old addresses still appearing

Phone number mismatches:

Old numbers still listed
Wrong area codes
Formatting variations
Tracking numbers vs main line

Missing Citations

Not all directories are equal. Local SEO Data identifies high-value directories where you should be listed but aren’t:

General high-authority: Yelp, Yellow Pages, BBB, Foursquare
Industry-specific: HomeAdvisor for home services, Healthgrades for medical, Avvo for legal
Local: Chamber of commerce, city business directories

Claude prioritizes gaps by domain authority and relevance to your industry.

Duplicate Listings

Multiple listings on the same platform create confusion—for Google and for customers. Common duplicate sources:

Moved locations leaving old listings active
Employee-created listings
Aggregator-generated duplicates
Claimed and unclaimed versions coexisting

Local SEO Data detects duplicates and Claude recommends consolidation approaches.

Outdated Information

After moves, rebrands, or phone changes, old information persists:

Old addresses from previous locations
Outdated phone numbers
Closed locations still appearing
Previous business names

Claude identifies where stale data lives and prioritizes updates.

Example Prompts for Citation Auditing

Basic Audit

“Audit my citations for NAP inconsistencies. My business is Buffalo Plumbing Pros at 123 Main Street, Buffalo, NY 14201, phone (716) 555-1234.”

Claude runs the audit and returns categorized findings with priorities.

Specific Directory Check

“Is my Yelp listing accurate?”

Claude checks your Yelp presence specifically and reports what it finds.

Priority-Based

“Which citation errors should I fix first?”

Claude provides a prioritized list based on domain authority and issue severity.

After a Move

“Check which citations still show my old address at 456 Oak Avenue”

Claude scans for lingering old address references—critical after relocations.

Gap Analysis

“What high-authority directories am I missing?”

Claude identifies citation opportunities, not just problems.

Competitor Citation Check

“What directories is 24/7 Plumbing Buffalo listed on that I’m not?”

Claude performs competitive citation analysis to find gaps.

Full Workflow

“Run a complete citation audit using the standard workflow”

Claude uses Local SEO Skills to execute a comprehensive audit covering consistency, duplicates, gaps, and prioritized recommendations.

Understanding Audit Results

Claude doesn’t just return a list of problems. Results include:

Domain Authority Weighting

Not all citations matter equally. A NAP error on Yelp (DA 94) hurts more than an error on an obscure directory (DA 25). Claude prioritizes based on authority.

Issue Severity

Critical: Wrong information on high-authority sites
Important: Missing from high-authority directories
Medium: Duplicates requiring consolidation
Minor: Formatting inconsistencies on lower-authority sites

Actionable Recommendations

Claude explains how to fix each issue:

Claim and edit process for listing updates
Suppression process for duplicates
Creation process for new listings

From Audit to Action

The audit identifies problems. Getting them fixed requires action.

Getting Fix Instructions

You: “How do I fix my Yelp listing?”

Claude: “To fix your Yelp listing:

Go to biz.yelp.com
Click ‘Claim your Business’ if unclaimed, or log in if claimed
Navigate to Business Information
Update business name to ‘Buffalo Plumbing Pros’ (add ‘Pros’)
Update phone to (716) 555-1234
Save changes

Changes typically reflect within 24-48 hours. Yelp may verify via phone call.

Want me to provide instructions for the next priority fix?”

Tracking Corrections

You: “I fixed Yelp and Yellow Pages. What’s left?”

Claude maintains context and updates the remaining fix list.

Re-Auditing After Fixes

You: “Run another audit to verify my corrections took effect”

Claude re-runs the audit and compares to previous results, confirming what’s fixed and what persists.

Citation Audits After Address or Name Changes

Moves and rebrands create citation chaos. Old information spreads across the web and persists for years. MCP streamlines the cleanup.

The Challenge

When you move locations or rebrand:

Existing citations show old info
Aggregators redistribute old data
Google sees conflicting signals
Local rankings suffer

Using MCP to Find Old Data

You: “Find all citations still showing my old address at 456 Oak Avenue”

Claude scans for the old address specifically, identifying where corrections are needed.

Systematic Correction Workflow

You: “I moved from 456 Oak Avenue to 123 Main Street three months ago. Run a post-move citation audit and create a correction plan.”

Claude: “Running post-move citation audit…

Found 18 citations still showing old address (456 Oak Avenue):

Immediate Priority:

Google Business Profile - Already updated ✓
Yelp - Still shows 456 Oak Avenue - Fix now
BBB - Still shows old address - Fix now
Yellow Pages - Old address - Fix now

Aggregators to Update: These feed hundreds of directories:

Factual/Foursquare - Still old address
Neustar Localeze - Still old address
Infogroup - Still old address

Directory Updates Needed:

8 directories showing old address (full list available)

Correction Strategy:

Fix top 4 high-authority directories immediately
Update the 3 major aggregators (this will cascade to many directories)
Manually fix remaining directories
Re-audit in 4-6 weeks to verify propagation

Want me to provide step-by-step instructions for each aggregator update?”

Limitations

Directory Coverage

No citation tool checks every directory. Local SEO Data covers 50+ directories including major platforms and key industry verticals. Niche or hyper-local directories may not be included.

Data Currency

Citation data is crawled periodically, not real-time. Recent changes may not reflect immediately in audit results.

Manual Fixes Required

MCP identifies problems but can’t fix them for you. Citation corrections require logging into each platform and updating information. Claude provides instructions, but execution remains manual.

Aggregator Lag

When you update aggregators (Factual, Neustar, Infogroup), changes take weeks to propagate to downstream directories. Re-audits should wait 4-6 weeks after aggregator updates.

MCP Citation Audits vs Traditional Tools

Aspect	Traditional Citation Tool	MCP + Claude
Initiation	Run scan, wait for crawl	Ask a question
Results format	Spreadsheet/list	Analyzed, prioritized report
Analysis	Manual interpretation	Included automatically
Prioritization	Manual research needed	By domain authority
Fix guidance	General instructions	Specific next steps
Natural language	No	Yes
Follow-up queries	Run new scan	Continue conversation
Integration with other data	Separate tools	Same conversation

Getting Started

Connect Local SEO Data MCP to Claude Desktop
Know your correct NAP exactly as it should appear
Run your first audit: “Audit citations for [business name] at [address], phone [number]”
Review prioritized findings
Fix high-priority issues first
Re-audit in 4-6 weeks to verify corrections

Citation auditing doesn’t have to be tedious. With MCP, it’s a conversation that produces an action plan. Local SEO Data’s MCP server provides the citation intelligence. Claude provides the analysis and guidance.

Your citations are one question away from clarity.