AI Footprint
Comprehensive brand presence analysis across search, social, and authority platforms.
AI Footprint audits your brand's representation across Google, LinkedIn, Facebook, Instagram, YouTube, Reddit, Wikipedia, directories, and maps. It identifies inconsistencies, gaps, duplicates, and opportunities to ensure AI assistants cite your brand correctly.
What It Does
- Searches for your brand across 11+ digital surfaces using Google Search
- Evaluates official presence on key platforms
- Assesses brand consistency (name, logo, domain, description) across all platforms
- Analyzes market and location coverage for your target regions
- Checks website structured data and cross-linking (schema.org, sameAs)
- Evaluates search result clarity for branded queries
- Assesses Reddit community perception and sentiment
- Evaluates Wikipedia authority signal (when applicable)
- Identifies duplicate, stale, or conflicting entities
- Provides prioritized action plan with effort/impact estimates
- Assigns one of 7 health verdicts summarizing your brand's state
How to Generate a Report
🛠️ Step 1: Navigate to AI Footprint
From the ai12z GEO portal, select AI Footprint from the navigation menu.
🛠️ Step 2: Click + Generate Report
Click the + Generate Report button in the top-right corner and configure your brand details.
🛠️ Step 3: Submit and Wait
Click Submit Job. The analysis runs asynchronously. Click Refresh to check for completion.
🛠️ Step 4: View Your Report
Once complete, click View PDF to download the full brand audit.
Audit Dimensions
1. Official Presence
Your brand is checked across these platforms:
| Platform | What's Evaluated |
|---|---|
| Search, Maps, Business Profile | |
| Apple Maps | Business listing |
| Company page | |
| Business page | |
| Official account | |
| YouTube | Channel |
| Yelp | Business listing |
| Official presence or mentions | |
| Wikipedia | Entity page |
| Industry directories | Relevant listings |
Each platform is scored as: found, missing, unofficial, duplicate, stale, or conflicting — with confidence level and specific recommendations.
2. Market Coverage
- Regional presence across your target markets
- Per-region status: covered, partially covered, missing, or stale
- Location-specific listings and pages
3. Brand Consistency
- Cross-platform inconsistencies detected (name, logo, description, category)
- Platform-to-platform comparison with specific conflicts identified
- Recommendations for each inconsistency
4. Website Connectivity
- Organization schema presence
- Local Business schema (if applicable)
sameAslinks to social profiles- Location/regional pages
- Internal brand clarity assessment
5. Search Consensus
- Is one brand identity clear or are multiple entities confusing results?
- Competitor confusion analysis
- Recommendations for improving search consensus
6. Reddit Conversation
- Community presence and mention volume
- Sentiment analysis (positive / mixed / negative / neutral)
- Reputation issues identified
- Trust impact assessment
7. Wikipedia Authority
- Wikipedia page status and quality (stub / basic / comprehensive)
- Disambiguation needed?
- Entity recognition strength
8. Duplicate Penalty
Deductions for:
- Duplicate listings across platforms
- Unofficial or unverified profiles
- Stale locations and outdated directories
- Conflicting entities that confuse AI
Scoring
The Brand Score (0–100) combines all 8 dimension scores minus the duplicate penalty. Each platform and region gets its own status and score.
Health Verdicts
Your report receives one of 7 overall health verdicts:
| Verdict | Meaning |
|---|---|
| Strong Official Presence | Well-represented and consistent |
| Present But Inconsistent | Profiles exist but identity conflicts |
| Underrepresented in Key Markets | Missing critical coverage |
| Duplicate or Unmanaged Presence | Conflicting or stale entities |
| Search Confused by Multiple Entities | Inconsistent search results |
| Needs Location Cleanup | Branch pages need consolidation |
| Needs Manual Review | Complex issues requiring investigation |
Key Outputs
- Brand Score (0–100) — Overall GEO brand health with 8-dimension breakdown
- Health Verdict — One-line assessment of your brand's state
- Platform-by-Platform Status — Each platform with status, URL, confidence, issues, and recommendation
- Inconsistency Report — Specific brand identity conflicts with fixes
- Market Gap Analysis — Underrepresented regions with coverage status
- Prioritized Recommendations — Ranked by priority (critical → high → medium → low) with effort and expected impact
- Community & Authority Signals — Reddit sentiment, Wikipedia coverage, search consensus
- Duplicate Inventory — Stale profiles, conflicting entities, fake accounts
- PDF Report — Professional brand audit document
Perfect For
- Enterprise brands managing multi-platform presence
- Marketing teams auditing brand consistency
- SEO specialists optimizing for branded searches
- Brand managers ensuring identity alignment
- Multi-location businesses cleaning up listings
- Companies preparing for AI-powered discovery
Example Use Case
A mid-sized tech company runs an AI Footprint audit and discovers: (1) their Facebook page uses an old logo, (2) they're missing a Wikipedia page while competitors have one, (3) their Google Business Profile has the wrong category, (4) they have 3 duplicate LinkedIn pages, and (5) their Reddit presence shows negative sentiment about customer service.
They fix the logo, request Wikipedia page creation, correct the Google category, consolidate LinkedIn pages, and launch an official Reddit presence. Within 60 days, their branded search visibility increases 40% and AI assistants correctly cite them with consistent information.